Serge J. Belongie

381 papers A* 86A 30B 7C 1Journal 169Unranked 86

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Better Language Models Exhibit Higher Visual Alignment. Trans. Mach. Learn. Res. Jona Ruthardt, Gertjan J. Burghouts, Serge J. Belongie, Yuki M. Asano
2026	J	`jnl`	MMEarth-Bench: Global Model Adaptation via Multimodal Test-Time Training. CoRR Lucia Gordon, Serge J. Belongie, Christian Igel, Nico Lang
2026	J	`jnl`	PhysConvex: Physics-Informed 3D Dynamic Convex Radiance Fields for Reconstruction and Simulation. CoRR Dan Wang, Xinrui Cui, Serge J. Belongie, Ravi Ramamoorthi
2026	J	`jnl`	RAIGen: Rare Attribute Identification in Text-to-Image Generative Models. CoRR Silpa Vadakkeeveetil Sreelatha, Dan Wang, Serge J. Belongie, Muhammad Awais, Anjan Dutta
2026	J	`jnl`	Revisiting the Perception-Distortion Trade-off with Spatial-Semantic Guided Super-Resolution. CoRR Dan Wang, Haiyan Sun, Shan Du, Z. Jane Wang, Zhaochong An, Serge J. Belongie, Xinrui Cui
2026	J	`jnl`	The Latent Color Subspace: Emergent Order in High-Dimensional Chaos. CoRR Mateusz Pach, Jessica Bader, Quentin Bouniot, Serge J. Belongie, Zeynep Akata
2026	J	`jnl`	Thinking in Frames: How Visual Context and Test-Time Scaling Empower Video Reasoning. CoRR Chengzu Li, Zanyi Wang, Jiaang Li, Yi Xu, Han Zhou, Huanyu Zhang, Ruichuan An, Dengyang Jiang, Zhaochong An, Ivan Vulic, Serge J. Belongie, Anna Korhonen
2026	J	`jnl`	VGGRPO: Towards World-Consistent Video Generation with 4D Latent Reward. CoRR Zhaochong An, Orest Kupyn, Théo Uscidda, Andrea Colaco, Karan Ahuja, Serge J. Belongie, Mar González-Franco, Marta Tintore Gazulla
2026	J	`jnl`	Video Understanding: From Geometry and Semantics to Unified Models. CoRR Zhaochong An, Zirui Li, Mingqiao Ye, Feng Qiao, Jiaang Li, Zongwei Wu, Vishal Thengane, Chengzu Li, Lei Li, Luc Van Gool, Guolei Sun, Serge J. Belongie
2025	J	`jnl`	Bayesian Optimization for Controlled Image Editing via LLMs. CoRR Chengkun Cai, Haoliang Liu, Xu Zhao, Zhongyu Jiang, Tianfang Zhang, Zongkai Wu, Jenq-Neng Hwang, Serge J. Belongie, Lei Li
2025	J	`jnl`	Benchmarking Large Vision-Language Models on Fine-Grained Image Tasks: A Comprehensive Evaluation. CoRR Hong-Tao Yu, Xiu-Shen Wei, Yuxin Peng, Serge J. Belongie
2025	J	`jnl`	ChatMotion: A Multimodal Multi-Agent for Human Motion Analysis. CoRR Lei Li, Sen Jia, Jianhao Wang, Zhaochong An, Jiaang Li, Jenq-Neng Hwang, Serge J. Belongie
2025	J	`jnl`	Cultural Evaluations of Vision-Language Models Have a Lot to Learn from Cultural Theory. CoRR Srishti Yadav, Lauren Tilton, Maria Antoniak, Taylor B. Arnold, Jiaang Li, Siddhesh Pawar, Antonia Karamolegkou, Stella Frank, Zhaochong An, Negar Rostamzadeh, Daniel Hershcovich, Serge J. Belongie, Ekaterina Shutova
2025	J	`jnl`	Explaining Context Length Scaling and Bounds for Language Models. CoRR Jingzhe Shi, Qinwei Ma, Hongyi Liu, Hang Zhao, Jenq-Neng Hwang, Serge J. Belongie, Lei Li
2025	—	`conf`	Familiarity-Based Open-Set Recognition Under Adversarial Attacks. NLDL Philip Enevoldsen, Christian Gundersen, Nico Lang, Serge J. Belongie, Christian Igel
2025	A*	`conf`	Generalized Few-shot 3D Point Cloud Segmentation with Vision-Language Model. CVPR Zhaochong An, Guolei Sun, Yun Liu, Runjia Li, Junlin Han, Ender Konukoglu, Serge J. Belongie
2025	J	`jnl`	Generalized Few-shot 3D Point Cloud Segmentation with Vision-Language Model. CoRR Zhaochong An, Guolei Sun, Yun Liu, Runjia Li, Junlin Han, Ender Konukoglu, Serge J. Belongie
2025	J	`jnl`	Gradient Imbalance in Direct Preference Optimization. CoRR Qinwei Ma, Jingzhe Shi, Can Jin, Jenq-Neng Hwang, Serge J. Belongie, Lei Li
2025	J	`jnl`	Is Meta-Learning Out? Rethinking Unsupervised Few-Shot Classification with Limited Entropy. CoRR Yunchuan Guan, Yu Liu, Ke Zhou, Zhiqi Shen, Jenq-Neng Hwang, Serge J. Belongie, Lei Li
2025	J	`jnl`	Large Vision-Language Models for Knowledge-Grounded Data Annotation of Memes. CoRR Shiling Deng, Serge J. Belongie, Peter Ebert Christensen
2025	J	`jnl`	Learning to Learn Weight Generation via Trajectory Diffusion. CoRR Yunchuan Guan, Yu Liu, Ke Zhou, Zhiqi Shen, Serge J. Belongie, Jenq-Neng Hwang, Lei Li
2025	A*	`conf`	Multi-Modal Framing Analysis of News. EMNLP Arnav Arora, Srishti Yadav, Maria Antoniak, Serge J. Belongie, Isabelle Augenstein
2025	J	`jnl`	Multi-Modal Framing Analysis of News. CoRR Arnav Arora, Srishti Yadav, Maria Antoniak, Serge J. Belongie, Isabelle Augenstein
2025	A*	`conf`	Multimodality Helps Few-shot 3D Point Cloud Semantic Segmentation. ICLR Zhaochong An, Guolei Sun, Yun Liu, Runjia Li, Min Wu, Ming-Ming Cheng, Ender Konukoglu, Serge J. Belongie
2025	J	`jnl`	Noise-Coded Illumination for Forensic and Photometric Video Analysis. CoRR Peter F. Michael, Zekun Hao, Serge J. Belongie, Abe Davis
2025	J	`jnl`	Noise-Coded Illumination for Forensic and Photometric Video Analysis. ACM Trans. Graph. Peter F. Michael, Zekun Hao, Serge J. Belongie, Abe Davis
2025	J	`jnl`	OneStory: Coherent Multi-Shot Video Generation with Adaptive Memory. CoRR Zhaochong An, Menglin Jia, Haonan Qiu, Zijian Zhou, Xiaoke Huang, Zhiheng Liu, Weiming Ren, Kumara Kahatapitiya, Ding Liu, Sen He, Chenyang Zhang, Tao Xiang, Fanny Yang, Serge J. Belongie, Tian Xie
2025	J	`jnl`	POEM: Precise Object-level Editing via MLLM control. CoRR Marco Schouten, Mehmet Onurcan Kaya, Serge J. Belongie, Dim P. Papadopoulos
2025	J	`jnl`	RAVENEA: A Benchmark for Multimodal Retrieval-Augmented Visual Culture Understanding. CoRR Jiaang Li, Yifei Yuan, Wenyan Li, Mohammad Aliannejadi, Daniel Hershcovich, Anders Søgaard, Ivan Vulic, Wenxuan Zhang, Paul Pu Liang, Yang Deng, Serge J. Belongie
2025	J	`jnl`	RespoDiff: Dual-Module Bottleneck Transformation for Responsible & Faithful T2I Generation. CoRR Silpa Vadakkeeveetil Sreelatha, Sauradip Nag, Muhammad Awais, Serge J. Belongie, Anjan Dutta
2025	J	`jnl`	Sparse Autoencoders Learn Monosemantic Features in Vision-Language Models. CoRR Mateusz Pach, Shyamgopal Karthik, Quentin Bouniot, Serge J. Belongie, Zeynep Akata
2025	J	`jnl`	Stitch: Training-Free Position Control in Multimodal Diffusion Transformers. CoRR Jessica Bader, Mateusz Pach, Maria A. Bravo, Serge J. Belongie, Zeynep Akata
2025	J	`jnl`	SuperF: Neural Implicit Fields for Multi-Image Super-Resolution. CoRR Sander Riisøen Jyhne, Christian Igel, Morten Goodwin, Per-Arne Andersen, Serge J. Belongie, Nico Lang
2025	A*	`conf`	Taxonomy-Aware Evaluation of Vision-Language Models. CVPR Vésteinn Snæbjarnarson, Kevin Du, Niklas Stoehr, Serge J. Belongie, Ryan Cotterell, Nico Lang, Stella Frank
2025	J	`jnl`	Taxonomy-Aware Evaluation of Vision-Language Models. CoRR Vésteinn Snæbjarnarson, Kevin Du, Niklas Stoehr, Serge J. Belongie, Ryan Cotterell, Nico Lang, Stella Frank
2025	A*	`conf`	Unlearning-based Neural Interpretations. ICLR Ching Lam Choi, Alexandre Duplessis, Serge J. Belongie
2025	—	`conf`	What if Othello-Playing Language Models Could See? EMNLP (Findings) Xinyi Chen, Yifei Yuan, Jiaang Li, Serge J. Belongie, Maarten de Rijke, Anders Søgaard
2025	J	`jnl`	What if Othello-Playing Language Models Could See? CoRR Xinyi Chen, Yifei Yuan, Jiaang Li, Serge J. Belongie, Maarten de Rijke, Anders Søgaard
2025	—	`conf`	📜 POEM: Precise Object-Level Editing via MLLM Control. SCIA (2) Marco Schouten, Mehmet Onurcan Kaya, Serge J. Belongie, Dim P. Papadopoulos
2024	A	`conf`	Assessing Neural Network Robustness via Adversarial Pivotal Tuning. WACV Peter Ebert Christensen, Vésteinn Snæbjarnarson, Andrea Dittadi, Serge J. Belongie, Sagie Benaim
2024	A*	`conf`	Coarse-To-Fine Tensor Trains for Compact Visual Representations. ICML Sebastian Loeschcke, Dan Wang, Christian Leth-Espensen, Serge J. Belongie, Michael J. Kastoryano, Sagie Benaim
2024	J	`jnl`	Coarse-To-Fine Tensor Trains for Compact Visual Representations. CoRR Sebastian Loeschcke, Dan Wang, Christian Leth-Espensen, Serge J. Belongie, Michael J. Kastoryano, Sagie Benaim
2024	J	`jnl`	Do better language models have crisper vision? CoRR Jona Ruthardt, Gertjan J. Burghouts, Serge J. Belongie, Yuki M. Asano
2024	A*	`conf`	From Coarse to Fine-Grained Open-Set Recognition. CVPR Nico Lang, Vésteinn Snæbjarnarson, Elijah Cole, Oisin Mac Aodha, Christian Igel, Serge J. Belongie
2024	—	`conf`	LLM Tropes: Revealing Fine-Grained Values and Opinions in Large Language Models. EMNLP (Findings) Dustin Wright, Arnav Arora, Nadav Borenstein, Srishti Yadav, Serge J. Belongie, Isabelle Augenstein
2024	—	`conf`	Labeled Data Selection for Category Discovery. ECCV (55) Bingchen Zhao, Nico Lang, Serge J. Belongie, Oisin Mac Aodha
2024	J	`jnl`	Labeled Data Selection for Category Discovery. CoRR Bingchen Zhao, Nico Lang, Serge J. Belongie, Oisin Mac Aodha
2024	J	`jnl`	LoQT: Low Rank Adapters for Quantized Training. CoRR Sebastian Loeschcke, Mads Toftrup, Michael J. Kastoryano, Serge J. Belongie, Vésteinn Snæbjarnarson
2024	A*	`conf`	LoQT: Low-Rank Adapters for Quantized Pretraining. NeurIPS Sebastian Loeschcke, Mads Toftrup, Michael J. Kastoryano, Serge J. Belongie, Vésteinn Snæbjarnarson
2024	J	`jnl`	MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial Representation Learning. CoRR Vishal Nedungadi, Ankit Kariryaa, Stefan Oehmcke, Serge J. Belongie, Christian Igel, Nico Lang
2024	—	`conf`	MMEarth: Exploring Multi-modal Pretext Tasks for Geospatial Representation Learning. ECCV (64) Vishal Nedungadi, Ankit Kariryaa, Stefan Oehmcke, Serge J. Belongie, Christian Igel, Nico Lang
2024	J	`jnl`	Multimodality Helps Few-Shot 3D Point Cloud Semantic Segmentation. CoRR Zhaochong An, Guolei Sun, Yun Liu, Runjia Li, Min Wu, Ming-Ming Cheng, Ender Konukoglu, Serge J. Belongie
2024	J	`jnl`	NAFlora-1M: Continental-Scale High-Resolution Fine-Grained Plant Classification Dataset. J. Data-centric Mach. Learn. Res. John Park, Riccardo de Lutio, Brendan Rappazzo, Barbara Ambrose, Fabian Michelangeli, Kimberly Watson, Serge J. Belongie, Damon Little
2024	—	`conf`	Re-evaluating the Need for Visual Signals in Unsupervised Grammar Induction. NAACL-HLT (Findings) Boyi Li, Rodolfo Corona, Karttikeya Mangalam, Catherine Chen, Daniel Flaherty, Serge J. Belongie, Kilian Q. Weinberger, Jitendra Malik, Trevor Darrell, Dan Klein
2024	A*	`conf`	Rethinking Few-shot 3D Point Cloud Semantic Segmentation. CVPR Zhaochong An, Guolei Sun, Yun Liu, Fayao Liu, Zongwei Wu, Dan Wang, Luc Van Gool, Serge J. Belongie
2024	J	`jnl`	Rethinking Few-shot 3D Point Cloud Semantic Segmentation. CoRR Zhaochong An, Guolei Sun, Yun Liu, Fayao Liu, Zongwei Wu, Dan Wang, Luc Van Gool, Serge J. Belongie
2024	J	`jnl`	Revealing Fine-Grained Values and Opinions in Large Language Models. CoRR Dustin Wright, Arnav Arora, Nadav Borenstein, Srishti Yadav, Serge J. Belongie, Isabelle Augenstein
2024	J	`jnl`	Unlearning-based Neural Interpretations. CoRR Ching Lam Choi, Alexandre Duplessis, Serge J. Belongie
2024	A	`conf`	Volumetric Disentanglement for 3D Scene Manipulation. WACV Sagie Benaim, Frederik Warburg, Peter Ebert Christensen, Serge J. Belongie
2023	C	`conf`	Descriptive Attributes for Language-Based Object Keypoint Detection. ICVS Jerod J. Weinman, Serge J. Belongie, Stella Frank
2023	A*	`conf`	Discriminative Class Tokens for Text-to-Image Diffusion Models. ICCV Idan Schwartz, Vésteinn Snæbjarnarson, Hila Chefer, Serge J. Belongie, Lior Wolf, Sagie Benaim
2023	J	`jnl`	Discriminative Class Tokens for Text-to-Image Diffusion Models. CoRR Idan Schwartz, Vésteinn Snæbjarnarson, Sagie Benaim, Hila Chefer, Ryan Cotterell, Lior Wolf, Serge J. Belongie
2023	J	`jnl`	Familiarity-Based Open-Set Recognition Under Adversarial Attacks. CoRR Philip Enevoldsen, Christian Gundersen, Nico Lang, Serge J. Belongie, Christian Igel
2023	J	`jnl`	Fashionpedia-Ads: Do Your Favorite Advertisements Reveal Your Fashion Taste? CoRR Mengyun Shi, Claire Cardie, Serge J. Belongie
2023	J	`jnl`	Fashionpedia-Taste: A Dataset towards Explaining Human Fashion Taste. CoRR Mengyun Shi, Serge J. Belongie, Claire Cardie
2023	A*	`conf`	Learning to Taste: A Multimodal Wine Dataset. NeurIPS Thoranna Bender, Simon Møe Sørensen, Alireza Kashani, Kristjan Eldjarn Hjorleifsson, Grethe Hyldig, Søren Hauberg, Serge J. Belongie, Frederik Warburg
2023	J	`jnl`	Learning to Taste: A Multimodal Wine Dataset. CoRR Thoranna Bender, Simon Møe Sørensen, Alireza Kashani, Kristjan Eldjarn Hjorleifsson, Grethe Hyldig, Søren Hauberg, Serge J. Belongie, Frederik Warburg
2023	J	`jnl`	Polynomial Neural Fields for Subband Decomposition and Manipulation. CoRR Guandao Yang, Sagie Benaim, Varun Jampani, Kyle Genova, Jonathan T. Barron, Thomas A. Funkhouser, Bharath Hariharan, Serge J. Belongie
2023	J	`jnl`	Prompt, Condition, and Generate: Classification of Unsupported Claims with In-Context Learning. CoRR Peter Ebert Christensen, Srishti Yadav, Serge J. Belongie
2022	J	`jnl`	Assessing Neural Network Robustness via Adversarial Pivotal Tuning. CoRR Peter Ebert Christensen, Vésteinn Snæbjarnarson, Andrea Dittadi, Serge J. Belongie, Sagie Benaim
2022	J	`jnl`	Benchmarking Validation Methods for Unsupervised Domain Adaptation. CoRR Kevin Musgrave, Serge J. Belongie, Ser-Nam Lim
2022	J	`jnl`	Does unsupervised grammar induction need pixels? CoRR Boyi Li, Rodolfo Corona, Karttikeya Mangalam, Catherine Chen, Daniel Flaherty, Serge J. Belongie, Kilian Q. Weinberger, Jitendra Malik, Trevor Darrell, Dan Klein
2022	—	`conf`	Exploring Fine-Grained Audiovisual Categorization with the SSW60 Dataset. ECCV (8) Grant Van Horn, Rui Qian, Kimberly Wilber, Hartwig Adam, Oisin Mac Aodha, Serge J. Belongie
2022	J	`jnl`	Exploring Fine-Grained Audiovisual Categorization with the SSW60 Dataset. CoRR Grant Van Horn, Rui Qian, Kimberly Wilber, Hartwig Adam, Oisin Mac Aodha, Serge J. Belongie
2022	J	`jnl`	Fine-Grained Image Analysis With Deep Learning: A Survey. IEEE Trans. Pattern Anal. Mach. Intell. Xiu-Shen Wei, Yi-Zhe Song, Oisin Mac Aodha, Jianxin Wu, Yuxin Peng, Jinhui Tang, Jian Yang, Serge J. Belongie
2022	J	`jnl`	Guest Editorial: Introduction to the Special Section on Fine-Grained Visual Categorization. IEEE Trans. Pattern Anal. Mach. Intell. Jingdong Wang, Zhuowen Tu, Jianlong Fu, Nicu Sebe, Serge J. Belongie
2022	A*	`conf`	Implicit Neural Representations with Levels-of-Experts. NeurIPS Zekun Hao, Arun Mallya, Serge J. Belongie, Ming-Yu Liu
2022	A*	`conf`	Language-driven Semantic Segmentation. ICLR Boyi Li, Kilian Q. Weinberger, Serge J. Belongie, Vladlen Koltun, René Ranftl
2022	J	`jnl`	Language-driven Semantic Segmentation. CoRR Boyi Li, Kilian Q. Weinberger, Serge J. Belongie, Vladlen Koltun, René Ranftl
2022	J	`jnl`	Multimodal Open-Vocabulary Video Classification via Pre-Trained Vision and Language Models. CoRR Rui Qian, Yeqing Li, Zheng Xu, Ming-Hsuan Yang, Serge J. Belongie, Yin Cui
2022	—	`conf`	Neural Image Recolorization for Creative Domains. CVPR Workshops Boyi Li, Serge J. Belongie, Ser-Nam Lim, Abe Davis
2022	J	`jnl`	Object Detection in Aerial Images: A Large-Scale Benchmark and Challenges. IEEE Trans. Pattern Anal. Mach. Intell. Jian Ding, Nan Xue, Gui-Song Xia, Xiang Bai, Wen Yang, Michael Ying Yang, Serge J. Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, Liangpei Zhang
2022	J	`jnl`	Occluded Video Instance Segmentation: A Benchmark. Int. J. Comput. Vis. Jiyang Qi, Yan Gao, Yao Hu, Xinggang Wang, Xiaoyu Liu, Xiang Bai, Serge J. Belongie, Alan L. Yuille, Philip H. S. Torr, Song Bai
2022	—	`conf`	On Label Granularity and Object Localization. ECCV (10) Elijah Cole, Kimberly Wilber, Grant Van Horn, Xuan Yang, Marco Fornoni, Pietro Perona, Serge J. Belongie, Andrew G. Howard, Oisin Mac Aodha
2022	J	`jnl`	On Label Granularity and Object Localization. CoRR Elijah Cole, Kimberly Wilber, Grant Van Horn, Xuan Yang, Marco Fornoni, Pietro Perona, Serge J. Belongie, Andrew G. Howard, Oisin Mac Aodha
2022	A	`conf`	On Temporal Granularity in Self-Supervised Video Representation Learning. BMVC Rui Qian, Yeqing Li, Liangzhe Yuan, Boqing Gong, Ting Liu, Matthew Brown, Serge J. Belongie, Ming-Hsuan Yang, Hartwig Adam, Yin Cui
2022	A*	`conf`	Polynomial Neural Fields for Subband Decomposition and Manipulation. NeurIPS Guandao Yang, Sagie Benaim, Varun Jampani, Kyle Genova, Jonathan T. Barron, Thomas A. Funkhouser, Bharath Hariharan, Serge J. Belongie
2022	J	`jnl`	PyTorch Adapt. CoRR Kevin Musgrave, Serge J. Belongie, Ser-Nam Lim
2022	J	`jnl`	Residual Aligned: Gradient Optimization for Non-Negative Image Synthesis. CoRR Flora Yu Shen, Katie Luo, Guandao Yang, Harald Haraldsson, Serge J. Belongie
2022	—	`conf`	SITTA: Single Image Texture Translation for Data Augmentation. ECCV Workshops (2) Boyi Li, Yin Cui, Tsung-Yi Lin, Serge J. Belongie
2022	J	`jnl`	Searching for Structure in Unfalsifiable Claims. CoRR Peter Ebert Christensen, Frederik Warburg, Menglin Jia, Serge J. Belongie
2022	J	`jnl`	Stay Positive: Non-Negative Image Synthesis for Augmented Reality. CoRR Katie Luo, Guandao Yang, Wenqi Xian, Harald Haraldsson, Bharath Hariharan, Serge J. Belongie
2022	—	`conf`	Text-Driven Stylization of Video Objects. ECCV Workshops (4) Sebastian Loeschcke, Serge J. Belongie, Sagie Benaim
2022	J	`jnl`	Text-Driven Stylization of Video Objects. CoRR Sebastian Loeschcke, Serge J. Belongie, Sagie Benaim
2022	—	`conf`	Visual Prompt Tuning. ECCV (33) Menglin Jia, Luming Tang, Bor-Chun Chen, Claire Cardie, Serge J. Belongie, Bharath Hariharan, Ser-Nam Lim
2022	J	`jnl`	Visual Prompt Tuning. CoRR Menglin Jia, Luming Tang, Bor-Chun Chen, Claire Cardie, Serge J. Belongie, Bharath Hariharan, Ser-Nam Lim
2022	J	`jnl`	Volumetric Disentanglement for 3D Scene Manipulation. CoRR Sagie Benaim, Frederik Warburg, Peter Ebert Christensen, Serge J. Belongie
2022	A*	`conf`	When Does Contrastive Visual Representation Learning Work? CVPR Elijah Cole, Xuan Yang, Kimberly Wilber, Oisin Mac Aodha, Serge J. Belongie
2021	A*	`conf`	Benchmarking Representation Learning for Natural World Image Collections. CVPR Grant Van Horn, Elijah Cole, Sara Beery, Kimberly Wilber, Serge J. Belongie, Oisin Mac Aodha
2021	J	`jnl`	Benchmarking Representation Learning for Natural World Image Collections. CoRR Grant Van Horn, Elijah Cole, Sara Beery, Kimberly Wilber, Serge J. Belongie, Oisin Mac Aodha
2021	—	`conf`	Continuous Travel In Virtual Reality Using a 3D Portal. UIST (Adjunct Volume) Andrew Atkins, Serge J. Belongie, Harald Haraldsson
2021	J	`jnl`	Exploring Temporal Granularity in Self-Supervised Video Representation Learning. CoRR Rui Qian, Yeqing Li, Liangzhe Yuan, Boqing Gong, Ting Liu, Matthew Brown, Serge J. Belongie, Ming-Hsuan Yang, Hartwig Adam, Yin Cui
2021	A*	`conf`	Exploring Visual Engagement Signals for Representation Learning. ICCV Menglin Jia, Zuxuan Wu, Austin Reiter, Claire Cardie, Serge J. Belongie, Ser-Nam Lim
2021	J	`jnl`	Exploring Visual Engagement Signals for Representation Learning. CoRR Menglin Jia, Zuxuan Wu, Austin Reiter, Claire Cardie, Serge J. Belongie, Ser-Nam Lim
2021	J	`jnl`	Fine-Grained Image Analysis with Deep Learning: A Survey. CoRR Xiu-Shen Wei, Yi-Zhe Song, Oisin Mac Aodha, Jianxin Wu, Yuxin Peng, Jinhui Tang, Jian Yang, Serge J. Belongie
2021	A*	`conf`	GANcraft: Unsupervised 3D Neural Rendering of Minecraft Worlds. ICCV Zekun Hao, Arun Mallya, Serge J. Belongie, Ming-Yu Liu
2021	J	`jnl`	GANcraft: Unsupervised 3D Neural Rendering of Minecraft Worlds. CoRR Zekun Hao, Arun Mallya, Serge J. Belongie, Ming-Yu Liu
2021	A*	`conf`	Geometry Processing with Neural Fields. NeurIPS Guandao Yang, Serge J. Belongie, Bharath Hariharan, Vladlen Koltun
2021	A*	`conf`	Intentonomy: A Dataset and Study Towards Human Intent Understanding. CVPR Menglin Jia, Zuxuan Wu, Austin Reiter, Claire Cardie, Serge J. Belongie, Ser-Nam Lim
2021	—	`conf`	LUAI Challenge 2021 on Learning to Understand Aerial Images. ICCVW Gui-Song Xia, Jian Ding, Ming Qian, Nan Xue, Jiaming Han, Xiang Bai, Michael Ying Yang, Shengyang Li, Serge J. Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, Liangpei Zhang, Qiang Zhou, Chao-hui Yu, Kaixuan Hu, Yingjia Bu, Wenming Tan, Zhe Yang, Wei Li, Shang Liu, Jiaxuan Zhao, Tianzhi Ma, Zi-han Gao, Lingqi Wang, Yi Zuo, Licheng Jiao, Chang Meng, Hao Wang, Jiahao Wang, Yiming Hui, Zhuojun Dong, Jie Zhang, Qianyue Bao, Zixiao Zhang, Fang Liu
2021	J	`jnl`	LUAI Challenge 2021 on Learning to Understand Aerial Images. CoRR Gui-Song Xia, Jian Ding, Ming Qian, Nan Xue, Jiaming Han, Xiang Bai, Michael Ying Yang, Shengyang Li, Serge J. Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, Liangpei Zhang, Qiang Zhou, Chao-hui Yu, Kaixuan Hu, Yingjia Bu, Wenming Tan, Zhe Yang, Wei Li, Shang Liu, Jiaxuan Zhao, Tianzhi Ma, Zi-han Gao, Lingqi Wang, Yi Zuo, Licheng Jiao, Chang Meng, Hao Wang, Jiahao Wang, Yiming Hui, Zhuojun Dong, Jie Zhang, Qianyue Bao, Zixiao Zhang, Fang Liu
2021	J	`jnl`	Object Detection in Aerial Images: A Large-Scale Benchmark and Challenges. CoRR Jian Ding, Nan Xue, Gui-Song Xia, Xiang Bai, Wen Yang, Michael Ying Yang, Serge J. Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, Liangpei Zhang
2021	J	`jnl`	Occluded Video Instance Segmentation. CoRR Jiyang Qi, Yan Gao, Yao Hu, Xinggang Wang, Xiaoyu Liu, Xiang Bai, Serge J. Belongie, Alan L. Yuille, Philip H. S. Torr, Song Bai
2021	—	`conf`	Occluded Video Instance Segmentation: Dataset and ICCV 2021 Challenge. NeurIPS Datasets and Benchmarks Jiyang Qi, Yan Gao, Yao Hu, Xinggang Wang, Xiaoyu Liu, Xiang Bai, Serge J. Belongie, Alan L. Yuille, Philip H. S. Torr, Song Bai
2021	J	`jnl`	Occluded Video Instance Segmentation: Dataset and ICCV 2021 Challenge. CoRR Jiyang Qi, Yan Gao, Yao Hu, Xinggang Wang, Xiaoyu Liu, Xiang Bai, Serge J. Belongie, Alan L. Yuille, Philip H. S. Torr, Song Bai
2021	A*	`conf`	On Feature Normalization and Data Augmentation. CVPR Boyi Li, Felix Wu, Ser-Nam Lim, Serge J. Belongie, Kilian Q. Weinberger
2021	J	`jnl`	Rethinking Nearest Neighbors for Visual Classification. CoRR Menglin Jia, Bor-Chun Chen, Zuxuan Wu, Claire Cardie, Serge J. Belongie, Ser-Nam Lim
2021	A*	`conf`	Robustness and Generalization via Generative Adversarial Training. ICCV Omid Poursaeed, Tianxing Jiang, Harry Yang, Serge J. Belongie, Ser-Nam Lim
2021	J	`jnl`	Robustness and Generalization via Generative Adversarial Training. CoRR Omid Poursaeed, Tianxing Jiang, Harry Yang, Serge J. Belongie, Ser-Nam Lim
2021	J	`jnl`	Single Image Texture Translation for Data Augmentation. CoRR Boyi Li, Yin Cui, Tsung-Yi Lin, Serge J. Belongie
2021	A*	`conf`	Spatiotemporal Contrastive Video Representation Learning. CVPR Rui Qian, Tianjian Meng, Boqing Gong, Ming-Hsuan Yang, Huisheng Wang, Serge J. Belongie, Yin Cui
2021	A*	`conf`	Stay Positive: Non-Negative Image Synthesis for Augmented Reality. CVPR Katie Luo, Guandao Yang, Wenqi Xian, Harald Haraldsson, Bharath Hariharan, Serge J. Belongie
2021	J	`jnl`	The Herbarium 2021 Half-Earth Challenge Dataset. CoRR Riccardo de Lutio, Damon Little, Barbara Ambrose, Serge J. Belongie
2021	J	`jnl`	Unsupervised Domain Adaptation: A Reality Check. CoRR Kevin Musgrave, Serge J. Belongie, Ser-Nam Lim
2021	J	`jnl`	When Does Contrastive Visual Representation Learning Work? CoRR Elijah Cole, Xuan Yang, Kimberly Wilber, Oisin Mac Aodha, Serge J. Belongie
2020	—	`conf`	A Metric Learning Reality Check. ECCV (25) Kevin Musgrave, Serge J. Belongie, Ser-Nam Lim
2020	J	`jnl`	A Metric Learning Reality Check. CoRR Kevin Musgrave, Serge J. Belongie, Ser-Nam Lim
2020	J	`jnl`	Convolutional Networks with Adaptive Inference Graphs. Int. J. Comput. Vis. Andreas Veit, Serge J. Belongie
2020	—	`conf`	Decoupled Localization and Sensing with HMD-based AR for Interactive Scene Acquisition. ISMAR Adjunct Søren Skovsen, Harald Haraldsson, Abe Davis, Henrik Karstoft, Serge J. Belongie
2020	A*	`conf`	Differentiating through the Fréchet Mean. ICML Aaron Lou, Isay Katsman, Qingxuan Jiang, Serge J. Belongie, Ser-Nam Lim, Christopher De Sa
2020	J	`jnl`	Differentiating through the Fréchet Mean. CoRR Aaron Lou, Isay Katsman, Qingxuan Jiang, Serge J. Belongie, Ser-Nam Lim, Christopher De Sa
2020	A*	`conf`	DualSDF: Semantic Shape Manipulation Using a Two-Level Representation. CVPR Zekun Hao, Hadar Averbuch-Elor, Noah Snavely, Serge J. Belongie
2020	J	`jnl`	DualSDF: Semantic Shape Manipulation using a Two-Level Representation. CoRR Zekun Hao, Hadar Averbuch-Elor, Noah Snavely, Serge J. Belongie
2020	A*	`conf`	End-to-End Pseudo-LiDAR for Image-Based 3D Object Detection. CVPR Rui Qian, Divyansh Garg, Yan Wang, Yurong You, Serge J. Belongie, Bharath Hariharan, Mark E. Campbell, Kilian Q. Weinberger, Wei-Lun Chao
2020	J	`jnl`	End-to-End Pseudo-LiDAR for Image-Based 3D Object Detection. CoRR Rui Qian, Divyansh Garg, Yan Wang, Yurong You, Serge J. Belongie, Bharath Hariharan, Mark Campbell, Kilian Q. Weinberger, Wei-Lun Chao
2020	—	`conf`	Fashionpedia: Ontology, Segmentation, and an Attribute Localization Dataset. ECCV (1) Menglin Jia, Mengyun Shi, Mikhail Sirotenko, Yin Cui, Claire Cardie, Bharath Hariharan, Hartwig Adam, Serge J. Belongie
2020	J	`jnl`	Fashionpedia: Ontology, Segmentation, and an Attribute Localization Dataset. CoRR Menglin Jia, Mengyun Shi, Mikhail Sirotenko, Yin Cui, Claire Cardie, Bharath Hariharan, Hartwig Adam, Serge J. Belongie
2020	J	`jnl`	Intentonomy: a Dataset and Study towards Human Intent Understanding. CoRR Menglin Jia, Zuxuan Wu, Austin Reiter, Claire Cardie, Serge J. Belongie, Ser-Nam Lim
2020	—	`conf`	Learning Gradient Fields for Shape Generation. ECCV (3) Ruojin Cai, Guandao Yang, Hadar Averbuch-Elor, Zekun Hao, Serge J. Belongie, Noah Snavely, Bharath Hariharan
2020	J	`jnl`	Learning Gradient Fields for Shape Generation. CoRR Ruojin Cai, Guandao Yang, Hadar Averbuch-Elor, Zekun Hao, Serge J. Belongie, Noah Snavely, Bharath Hariharan
2020	A	`conf`	Neural Puppet: Generative Layered Cartoon Characters. WACV Omid Poursaeed, Vladimir G. Kim, Eli Shechtman, Jun Saito, Serge J. Belongie
2020	J	`jnl`	On Feature Normalization and Data Augmentation. CoRR Boyi Li, Felix Wu, Ser-Nam Lim, Serge J. Belongie, Kilian Q. Weinberger
2020	J	`jnl`	PyTorch Metric Learning. CoRR Kevin Musgrave, Serge J. Belongie, Ser-Nam Lim
2020	J	`jnl`	Spatiotemporal Contrastive Video Representation Learning. CoRR Rui Qian, Tianjian Meng, Boqing Gong, Ming-Hsuan Yang, Huisheng Wang, Serge J. Belongie, Yin Cui
2020	J	`jnl`	The Plant Pathology 2020 challenge dataset to classify foliar disease of apples. CoRR Ranjita Thapa, Noah Snavely, Serge J. Belongie, Awais Khan
2020	J	`jnl`	Transfer learning in computer vision tasks: Remember where you come from. Image Vis. Comput. Xuhong Li, Yves Grandvalet, Franck Davoine, Jingchun Cheng, Yin Cui, Han Zhang, Serge J. Belongie, Yi-Hsuan Tsai, Ming-Hsuan Yang
2019	—	`conf`	Anon-Emoji: An Optical See-Through Augmented Reality System for Children with Autism Spectrum Disorders to promote Understanding of Facial Expressions and Emotions. ISMAR Adjunct Ran Sun, Harald Haraldsson, Yuhang Zhao, Serge J. Belongie
2019	A*	`conf`	Class-Balanced Loss Based on Effective Number of Samples. CVPR Yin Cui, Menglin Jia, Tsung-Yi Lin, Yang Song, Serge J. Belongie
2019	J	`jnl`	Class-Balanced Loss Based on Effective Number of Samples. CoRR Yin Cui, Menglin Jia, Tsung-Yi Lin, Yang Song, Serge J. Belongie
2019	A*	`conf`	Enhancing Adversarial Example Transferability With an Intermediate Level Attack. ICCV Qian Huang, Isay Katsman, Zeqi Gu, Horace He, Serge J. Belongie, Ser-Nam Lim
2019	J	`jnl`	Enhancing Adversarial Example Transferability with an Intermediate Level Attack. CoRR Qian Huang, Isay Katsman, Horace He, Zeqi Gu, Serge J. Belongie, Ser-Nam Lim
2019	J	`jnl`	Fine-grained Synthesis of Unrestricted Adversarial Examples. CoRR Omid Poursaeed, Tianxing Jiang, Harry Yang, Serge J. Belongie, Ser-Nam Lim
2019	J	`jnl`	FoodX-251: A Dataset for Fine-grained Food Classification. CoRR Parneet Kaur, Karan Sikka, Weijun Wang, Serge J. Belongie, Ajay Divakaran
2019	—	`conf`	Learning Data-Adaptive Interest Points through Epipolar Adaptation. CVPR Workshops Guandao Yang, Tomasz Malisiewicz, Serge J. Belongie
2019	—	`conf`	Learning Single-View 3D Reconstruction with Limited Pose Supervision. CVPR Workshops Guandao Yang, Yin Cui, Serge J. Belongie, Bharath Hariharan
2019	J	`jnl`	Measuring Dataset Granularity. CoRR Yin Cui, Zeqi Gu, Dhruv Mahajan, Laurens van der Maaten, Serge J. Belongie, Ser-Nam Lim
2019	—	`conf`	Neural Naturalist: Generating Fine-Grained Image Comparisons. EMNLP/IJCNLP (1) Maxwell Forbes, Christine Kaeser-Chen, Piyush Sharma, Serge J. Belongie
2019	J	`jnl`	Neural Naturalist: Generating Fine-Grained Image Comparisons. CoRR Maxwell Forbes, Christine Kaeser-Chen, Piyush Sharma, Serge J. Belongie
2019	J	`jnl`	Neural Puppet: Generative Layered Cartoon Characters. CoRR Omid Poursaeed, Vladimir G. Kim, Eli Shechtman, Jun Saito, Serge J. Belongie
2019	A*	`conf`	PointFlow: 3D Point Cloud Generation With Continuous Normalizing Flows. ICCV Guandao Yang, Xun Huang, Zekun Hao, Ming-Yu Liu, Serge J. Belongie, Bharath Hariharan
2019	J	`jnl`	PointFlow: 3D Point Cloud Generation with Continuous Normalizing Flows. CoRR Guandao Yang, Xun Huang, Zekun Hao, Ming-Yu Liu, Serge J. Belongie, Bharath Hariharan
2019	A*	`conf`	Positional Normalization. NeurIPS Boyi Li, Felix Wu, Kilian Q. Weinberger, Serge J. Belongie
2019	J	`jnl`	Positional Normalization. CoRR Boyi Li, Felix Wu, Kilian Q. Weinberger, Serge J. Belongie
2019	J	`jnl`	The Herbarium Challenge 2019 Dataset. CoRR Kiat Chuan Tan, Yulong Liu, Barbara Ambrose, Melissa Tulig, Serge J. Belongie
2019	—	`conf`	The iMaterialist Fashion Attribute Dataset. ICCV Workshops Sheng Guo, Weilin Huang, Xiao Zhang, Prasanna Srikhanta, Yin Cui, Yuan Li, Hartwig Adam, Matthew R. Scott, Serge J. Belongie
2019	J	`jnl`	The iMaterialist Fashion Attribute Dataset. CoRR Sheng Guo, Weilin Huang, Xiao Zhang, Prasanna Srikhanta, Yin Cui, Yuan Li, Matthew R. Scott, Hartwig Adam, Serge J. Belongie
2019	J	`jnl`	The iMet Collection 2019 Challenge Dataset. CoRR Chenyang Zhang, Christine Kaeser-Chen, Grace Vesom, Jennie Choi, Maria Kessler, Serge J. Belongie
2019	A	`conf`	Understanding Image Quality and Trust in Peer-to-Peer Marketplaces. WACV Xiao Ma, Lina Mezghani, Kimberly Wilber, Hui Hong, Robinson Piramuthu, Mor Naaman, Serge J. Belongie
2018	J	`jnl`	Adversarial Example Decomposition. CoRR Horace He, Aaron Lou, Qingxuan Jiang, Isay Katsman, Pian Pawakapan, Serge J. Belongie, Ser-Nam Lim
2018	A*	`conf`	Controllable Video Generation With Sparse Trajectories. CVPR Zekun Hao, Xun Huang, Serge J. Belongie
2018	—	`conf`	Convolutional Networks with Adaptive Inference Graphs. ECCV (1) Andreas Veit, Serge J. Belongie
2018	A*	`conf`	DOTA: A Large-Scale Dataset for Object Detection in Aerial Images. CVPR Gui-Song Xia, Xiang Bai, Jian Ding, Zhen Zhu, Serge J. Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, Liangpei Zhang
2018	—	`conf`	Deep Fundamental Matrix Estimation Without Correspondences. ECCV Workshops (3) Omid Poursaeed, Guandao Yang, Aditya Prakash, Qiuren Fang, Hanqing Jiang, Bharath Hariharan, Serge J. Belongie
2018	J	`jnl`	Deep Fundamental Matrix Estimation without Correspondences. CoRR Omid Poursaeed, Guandao Yang, Aditya Prakash, Qiuren Fang, Hanqing Jiang, Bharath Hariharan, Serge J. Belongie
2018	A*	`conf`	Generative Adversarial Perturbations. CVPR Omid Poursaeed, Isay Katsman, Bicheng Gao, Serge J. Belongie
2018	B	`conf`	ICPR2018 Contest on Object Detection in Aerial Images (ODAI-18). ICPR Jian Ding, Zhen Zhu, Gui-Song Xia, Xiang Bai, Serge J. Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, Liangpei Zhang
2018	J	`jnl`	Intermediate Level Adversarial Attack for Enhanced Transferability. CoRR Qian Huang, Zeqi Gu, Isay Katsman, Horace He, Pian Pawakapan, Zhiqiu Lin, Serge J. Belongie, Ser-Nam Lim
2018	A*	`conf`	Large Scale Fine-Grained Categorization and Domain-Specific Transfer Learning. CVPR Yin Cui, Yang Song, Chen Sun, Andrew Howard, Serge J. Belongie
2018	J	`jnl`	Large Scale Fine-Grained Categorization and Domain-Specific Transfer Learning. CoRR Yin Cui, Yang Song, Chen Sun, Andrew Howard, Serge J. Belongie
2018	A*	`conf`	Lean Multiclass Crowdsourcing. CVPR Grant Van Horn, Steve Branson, Scott Loarie, Serge J. Belongie, Pietro Perona
2018	—	`conf`	Learning Single-View 3D Reconstruction with Limited Pose Supervision. ECCV (15) Guandao Yang, Yin Cui, Serge J. Belongie, Bharath Hariharan
2018	A*	`conf`	Learning to Evaluate Image Captioning. CVPR Yin Cui, Guandao Yang, Andreas Veit, Xun Huang, Serge J. Belongie
2018	J	`jnl`	Learning to Evaluate Image Captioning. CoRR Yin Cui, Guandao Yang, Andreas Veit, Xun Huang, Serge J. Belongie
2018	—	`conf`	Multimodal Unsupervised Image-to-Image Translation. ECCV (3) Xun Huang, Ming-Yu Liu, Serge J. Belongie, Jan Kautz
2018	J	`jnl`	Multimodal Unsupervised Image-to-Image Translation. CoRR Xun Huang, Ming-Yu Liu, Serge J. Belongie, Jan Kautz
2018	J	`jnl`	Sample-Efficient Reinforcement Learning through Transfer and Architectural Priors. CoRR Benjamin Spector, Serge J. Belongie
2018	J	`jnl`	Semantic Segmentation with Scarce Data. CoRR Isay Katsman, Rohun Tripathi, Andreas Veit, Serge J. Belongie
2018	A*	`conf`	Separating Self-Expression and Visual Content in Hashtag Supervision. CVPR Andreas Veit, Maximilian Nickel, Serge J. Belongie, Laurens van der Maaten
2018	A*	`conf`	The INaturalist Species Classification and Detection Dataset. CVPR Grant Van Horn, Oisin Mac Aodha, Yang Song, Yin Cui, Chen Sun, Alexander Shepard, Hartwig Adam, Pietro Perona, Serge J. Belongie
2018	J	`jnl`	The Neural Painter: Multi-Turn Image Generation. CoRR Ryan Y. Benmalek, Claire Cardie, Serge J. Belongie, Xiaodong He, Jianfeng Gao
2018	A	`conf`	Unbiased offline recommender evaluation for missing-not-at-random implicit feedback. RecSys Longqi Yang, Yin Cui, Yuan Xuan, Chenyang Wang, Serge J. Belongie, Deborah Estrin
2018	J	`jnl`	Understanding Image Quality and Trust in Peer-to-Peer Marketplaces. CoRR Xiao Ma, Lina Mezghani, Kimberly Wilber, Hui Hong, Robinson Piramuthu, Mor Naaman, Serge J. Belongie
2018	J	`jnl`	Vision-based real estate price estimation. Mach. Vis. Appl. Omid Poursaeed, Tomas Matera, Serge J. Belongie
2017	A*	`conf`	Arbitrary Style Transfer in Real-Time with Adaptive Instance Normalization. ICCV Xun Huang, Serge J. Belongie
2017	—	`conf`	Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization. ICLR (Workshop) Xun Huang, Serge J. Belongie
2017	J	`jnl`	Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization. CoRR Xun Huang, Serge J. Belongie
2017	A*	`conf`	BAM! The Behance Artistic Media Dataset for Recognition Beyond Photography. ICCV Michael J. Wilber, Chen Fang, Hailin Jin, Aaron Hertzmann, John P. Collomosse, Serge J. Belongie
2017	J	`jnl`	BAM! The Behance Artistic Media Dataset for Recognition Beyond Photography. CoRR Michael J. Wilber, Chen Fang, Hailin Jin, Aaron Hertzmann, John P. Collomosse, Serge J. Belongie
2017	A*	`conf`	Collaborative Metric Learning. WWW Cheng-Kang Hsieh, Longqi Yang, Yin Cui, Tsung-Yi Lin, Serge J. Belongie, Deborah Estrin
2017	A*	`conf`	Conditional Similarity Networks. CVPR Andreas Veit, Serge J. Belongie, Theofanis Karaletsos
2017	J	`jnl`	Convolutional Networks with Adaptive Computation Graphs. CoRR Andreas Veit, Serge J. Belongie
2017	A*	`conf`	Crowd Research: Open and Scalable University Laboratories. UIST Rajan Vaish, Snehalkumar (Neil) S. Gaikwad, Geza Kovacs, Andreas Veit, Ranjay Krishna, Imanol Arrieta Ibarra, Camelia Simoiu, Michael J. Wilber, Serge J. Belongie, Sharad Goel, James Davis, Michael S. Bernstein
2017	J	`jnl`	DOTA: A Large-scale Dataset for Object Detection in Aerial Images. CoRR Gui-Song Xia, Xiang Bai, Jian Ding, Zhen Zhu, Serge J. Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, Liangpei Zhang
2017	J	`jnl`	Deep Learning is Robust to Massive Label Noise. CoRR David Rolnick, Andreas Veit, Serge J. Belongie, Nir Shavit
2017	A*	`conf`	Detecting Oriented Text in Natural Images by Linking Segments. CVPR Baoguang Shi, Xiang Bai, Serge J. Belongie
2017	J	`jnl`	Detecting Oriented Text in Natural Images by Linking Segments. CoRR Baoguang Shi, Xiang Bai, Serge J. Belongie
2017	A*	`conf`	Feature Pyramid Networks for Object Detection. CVPR Tsung-Yi Lin, Piotr Dollár, Ross B. Girshick, Kaiming He, Bharath Hariharan, Serge J. Belongie
2017	J	`jnl`	Generative Adversarial Perturbations. CoRR Omid Poursaeed, Isay Katsman, Bicheng Gao, Serge J. Belongie
2017	A	`conf`	ICDAR2017 Competition on Reading Chinese Text in the Wild (RCTW-17). ICDAR Baoguang Shi, Cong Yao, Minghui Liao, Mingkun Yang, Pei Xu, Linyan Cui, Serge J. Belongie, Shijian Lu, Xiang Bai
2017	J	`jnl`	ICDAR2017 Competition on Reading Chinese Text in the Wild (RCTW-17). CoRR Baoguang Shi, Cong Yao, Minghui Liao, Mingkun Yang, Pei Xu, Linyan Cui, Serge J. Belongie, Shijian Lu, Xiang Bai
2017	A	`conf`	ICDAR2017 Robust Reading Challenge on COCO-Text. ICDAR Raul Gomez, Baoguang Shi, Lluis Gomez-Bigorda, Lukás Neumann, Andreas Veit, Jiri Matas, Serge J. Belongie, Dimosthenis Karatzas
2017	A*	`conf`	Kernel Pooling for Convolutional Neural Networks. CVPR Yin Cui, Feng Zhou, Jiang Wang, Xiao Liu, Yuanqing Lin, Serge J. Belongie
2017	J	`jnl`	Learning From Noisy Large-Scale Datasets With Minimal Supervision. CoRR Andreas Veit, Neil Alldrin, Gal Chechik, Ivan Krasin, Abhinav Gupta, Serge J. Belongie
2017	A*	`conf`	Learning from Noisy Large-Scale Datasets with Minimal Supervision. CVPR Andreas Veit, Neil Alldrin, Gal Chechik, Ivan Krasin, Abhinav Gupta, Serge J. Belongie
2017	J	`jnl`	Pose2Instance: Harnessing Keypoints for Person Instance Segmentation. CoRR Subarna Tripathi, Maxwell Collins, Matthew Brown, Serge J. Belongie
2017	J	`jnl`	Separating Self-Expression and Visual Content in Hashtag Supervision. CoRR Andreas Veit, Maximilian Nickel, Serge J. Belongie, Laurens van der Maaten
2017	A*	`conf`	Stacked Generative Adversarial Networks. CVPR Xun Huang, Yixuan Li, Omid Poursaeed, John E. Hopcroft, Serge J. Belongie
2017	J	`jnl`	The iNaturalist Challenge 2017 Dataset. CoRR Grant Van Horn, Oisin Mac Aodha, Yang Song, Alexander Shepard, Hartwig Adam, Pietro Perona, Serge J. Belongie
2017	J	`jnl`	Vision-based Real Estate Price Estimation. CoRR Omid Poursaeed, Tomas Matera, Serge J. Belongie
2017	J	`jnl`	Yum-Me: A Personalized Nutrient-Based Meal Recommender System. ACM Trans. Inf. Syst. Longqi Yang, Cheng-Kang Hsieh, Hongjian Yang, John P. Pollak, Nicola Dell, Serge J. Belongie, Curtis L. Cole, Deborah Estrin
2016	A	`conf`	Boosted Convolutional Neural Networks. BMVC Mohammad Moghimi, Serge J. Belongie, Mohammad J. Saberian, Jian Yang, Nuno Vasconcelos, Li-Jia Li
2016	J	`jnl`	COCO-Text: Dataset and Benchmark for Text Detection and Recognition in Natural Images. CoRR Andreas Veit, Tomas Matera, Lukás Neumann, Jiri Matas, Serge J. Belongie
2016	A	`conf`	Can we still avoid automatic face detection? WACV Michael J. Wilber, Vitaly Shmatikov, Serge J. Belongie
2016	J	`jnl`	Can we still avoid automatic face detection? CoRR Michael J. Wilber, Vitaly Shmatikov, Serge J. Belongie
2016	A	`conf`	Context Matters: Refining Object Detection in Video with Recurrent Neural Networks. BMVC Subarna Tripathi, Zachary C. Lipton, Serge J. Belongie, Truong Q. Nguyen
2016	J	`jnl`	Context Matters: Refining Object Detection in Video with Recurrent Neural Networks. CoRR Subarna Tripathi, Zachary C. Lipton, Serge J. Belongie, Truong Q. Nguyen
2016	—	`ch.`	Cross-View Image Geo-localization. Large-Scale Visual Geo-Localization Tsung-Yi Lin, Serge J. Belongie, James Hays
2016	J	`jnl`	Detecting Temporally Consistent Objects in Videos through Object Class Label Propagation. CoRR Subarna Tripathi, Serge J. Belongie, Youngbae Hwang, Truong Q. Nguyen
2016	A	`conf`	Detecting temporally consistent objects in videos through object class label propagation. WACV Subarna Tripathi, Serge J. Belongie, Youngbae Hwang, Truong Q. Nguyen
2016	J	`jnl`	Disentangling Nonlinear Perceptual Embeddings With Multi-Query Triplet Networks. CoRR Andreas Veit, Serge J. Belongie, Theofanis Karaletsos
2016	J	`jnl`	Feature Pyramid Networks for Object Detection. CoRR Tsung-Yi Lin, Piotr Dollár, Ross B. Girshick, Kaiming He, Bharath Hariharan, Serge J. Belongie
2016	A*	`conf`	Fine-Grained Categorization and Dataset Bootstrapping Using Deep Metric Learning with Humans in the Loop. CVPR Yin Cui, Feng Zhou, Yuanqing Lin, Serge J. Belongie
2016	A	`conf`	Learning to Detect and Match Keypoints with Deep Architectures. BMVC Hani Altwaijry, Andreas Veit, Serge J. Belongie
2016	A*	`conf`	Learning to Match Aerial Images with Deep Attentive Architectures. CVPR Hani Altwaijry, Eduard Trulls, James Hays, Pascal Fua, Serge J. Belongie
2016	—	`conf`	Residual Networks Behave Like Ensembles of Relatively Shallow Networks. NIPS Andreas Veit, Michael J. Wilber, Serge J. Belongie
2016	J	`jnl`	Residual Networks are Exponential Ensembles of Relatively Shallow Networks. CoRR Andreas Veit, Michael J. Wilber, Serge J. Belongie
2016	J	`jnl`	Stacked Generative Adversarial Networks. CoRR Xun Huang, Yixuan Li, Omid Poursaeed, John E. Hopcroft, Serge J. Belongie
2016	J	`jnl`	Visipedia circa 2015. Pattern Recognit. Lett. Serge J. Belongie, Pietro Perona
2016	A*	`conf`	When crowds hold privileges: Bayesian unsupervised representation learning with oracle constraints. ICLR (Poster) Theofanis Karaletsos, Serge J. Belongie, Gunnar Rätsch
2016	J	`jnl`	Yum-me: Personalized Healthy Meal Recommender System. CoRR Longqi Yang, Cheng-Kang Hsieh, Hongjian Yang, Nicola Dell, Serge J. Belongie, Deborah Estrin
2015	J	`jnl`	Beyond Semantic Image Segmentation : Exploring Efficient Inference in Video. CoRR Subarna Tripathi, Serge J. Belongie, Truong Q. Nguyen
2015	A*	`conf`	Building a bird recognition app and large scale dataset with citizen scientists: The fine print in fine-grained dataset collection. CVPR Grant Van Horn, Steve Branson, Ryan Farrell, Scott Haber, Jessie Barry, Panos Ipeirotis, Pietro Perona, Serge J. Belongie
2015	—	`conf`	Discriminative Regions: A Substrate for Analyzing Life-Logging Image Sequences. MMM (2) Mohammad Moghimi, Jacqueline Kerr, Eileen Johnson, Suneeta Godbole, Serge J. Belongie
2015	J	`jnl`	Fine-grained Categorization and Dataset Bootstrapping using Deep Metric Learning with Humans in the Loop. CoRR Yin Cui, Feng Zhou, Yuanqing Lin, Serge J. Belongie
2015	A*	`conf`	Learning Concept Embeddings with Combined Human-Machine Expertise. ICCV Michael J. Wilber, Iljung S. Kwak, David J. Kriegman, Serge J. Belongie
2015	J	`jnl`	Learning Concept Embeddings with Combined Human-Machine Expertise. CoRR Michael J. Wilber, Iljung S. Kwak, David J. Kriegman, Serge J. Belongie
2015	A	`conf`	Learning Localized Perceptual Similarity Metrics for Interactive Categorization. WACV Catherine Wah, Subhransu Maji, Serge J. Belongie
2015	A*	`conf`	Learning Visual Clothing Style with Heterogeneous Dyadic Co-Occurrences. ICCV Andreas Veit, Balazs Kovacs, Sean Bell, Julian J. McAuley, Kavita Bala, Serge J. Belongie
2015	J	`jnl`	Learning Visual Clothing Style with Heterogeneous Dyadic Co-occurrences. CoRR Andreas Veit, Balazs Kovacs, Sean Bell, Julian J. McAuley, Kavita Bala, Serge J. Belongie
2015	A*	`conf`	Learning deep representations for ground-to-aerial geolocalization. CVPR Tsung-Yi Lin, Yin Cui, Serge J. Belongie, James Hays
2015	J	`jnl`	On Optimizing Human-Machine Task Assignments. CoRR Andreas Veit, Michael J. Wilber, Rajan Vaish, Serge J. Belongie, James Davis, Vishal Anand, Anshu Aviral, Prithvijit Chakrabarty, Yash Chandak, Sidharth Chaturvedi, Chinmaya Devaraj, Ankit Dhall, Utkarsh Dwivedi, Sanket Gupte, Sharath N. Sridhar, Karthik Paga, Anuj Pahuja, Aditya Raisinghani, Ayush Sharma, Shweta Sharma, Darpana Sinha, Nisarg Thakkar, K. Bala Vignesh, Utkarsh Verma, Kanniganti Abhishek, Amod Agrawal, Arya Aishwarya, Aurgho Bhattacharjee, Sarveshwaran Dhanasekar, Venkata Karthik Gullapalli, Shuchita Gupta, Chandana G, Kinjal Jain, Simran Kapur, Meghana Kasula, Shashi Kumar, Parth Kundaliya, Utkarsh Mathur, Alankrit Mishra, Aayush Mudgal, Aditya Nadimpalli, Munakala Sree Nihit, Akanksha Periwal, Ayush Sagar, Ayush Shah, Vikas Sharma, Yashovardhan Sharma, Faizal Siddiqui, Virender Singh, Abhinav S., Pradyumna Tambwekar, Rashida Taskin, Ankit Tripathi, Anurag D. Yadav
2015	A	`conf`	PlateClick: Bootstrapping Food Preferences Through an Adaptive Visual Interface. CIKM Longqi Yang, Yin Cui, Fan Zhang, John P. Pollak, Serge J. Belongie, Deborah Estrin
2015	J	`jnl`	Semantic Video Segmentation : Exploring Inference Efficiency. CoRR Subarna Tripathi, Serge J. Belongie, Youngbae Hwang, Truong Q. Nguyen
2015	B	`conf`	Tropel: Crowdsourcing Detectors with Minimal Training. HCOMP Genevieve Patterson, Grant Van Horn, Serge J. Belongie, Pietro Perona, James Hays
2014	A	`conf`	Adaptive ranking of facial attractiveness. ICME Chong Cao, Iljung Sam Kwak, Serge J. Belongie, David J. Kriegman, Haizhou Ai
2014	B	`conf`	Analyzing sedentary behavior in life-logging images. ICIP Mohammad Moghimi, Wanmin Wu, Jacqueline Chen, Suneeta Godbole, Simon J. Marshall, Jacqueline Kerr, Serge J. Belongie
2014	J	`jnl`	Bird Species Categorization Using Pose Normalized Deep Convolutional Nets. CoRR Steve Branson, Grant Van Horn, Serge J. Belongie, Pietro Perona
2014	B	`conf`	Cost-Effective HITs for Relative Similarity Comparisons. HCOMP Michael J. Wilber, Iljung S. Kwak, Serge J. Belongie
2014	J	`jnl`	Cost-Effective HITs for Relative Similarity Comparisons. CoRR Michael J. Wilber, Iljung S. Kwak, Serge J. Belongie
2014	J	`jnl`	Editorial: Special Issue on Active and Interactive Methods in Computer Vision. Int. J. Comput. Vis. Kristen Grauman, Serge J. Belongie
2014	—	`conf`	Experiments on an RGB-D Wearable Vision System for Egocentric Activity Recognition. CVPR Workshops Mohammad Moghimi, Pablo Azagra, Luis Montesano, Ana C. Murillo, Serge J. Belongie
2014	J	`jnl`	Fast Feature Pyramids for Object Detection. IEEE Trans. Pattern Anal. Mach. Intell. Piotr Dollár, Ron Appel, Serge J. Belongie, Pietro Perona
2014	A	`conf`	Improved Bird Species Recognition Using Pose Normalized Deep Convolutional Nets. BMVC Steve Branson, Grant Van Horn, Pietro Perona, Serge J. Belongie
2014	J	`jnl`	Improving Streaming Video Segmentation with Early and Mid-Level Visual Processing. CoRR Subarna Tripathi, Youngbae Hwang, Serge J. Belongie, Truong Q. Nguyen
2014	A	`conf`	Improving streaming video segmentation with early and mid-level visual processing. WACV Subarna Tripathi, Youngbae Hwang, Serge J. Belongie, Truong Q. Nguyen
2014	—	`conf`	Microsoft COCO: Common Objects in Context. ECCV (5) Tsung-Yi Lin, Michael Maire, Serge J. Belongie, James Hays, Pietro Perona, Deva Ramanan, Piotr Dollár, C. Lawrence Zitnick
2014	J	`jnl`	Microsoft COCO: Common Objects in Context. CoRR Tsung-Yi Lin, Michael Maire, Serge J. Belongie, Lubomir D. Bourdev, Ross B. Girshick, James Hays, Pietro Perona, Deva Ramanan, Piotr Dollár, C. Lawrence Zitnick
2014	A	`conf`	Recognizing locations with Google Glass: A case study. WACV Hani Altwaijry, Mohammad Moghimi, Serge J. Belongie
2014	A*	`conf`	Similarity Comparisons for Interactive Fine-Grained Categorization. CVPR Catherine Wah, Grant Van Horn, Steve Branson, Subhransu Maji, Pietro Perona, Serge J. Belongie
2014	J	`jnl`	The Ignorant Led by the Blind: A Hybrid Human-Machine Vision System for Fine-Grained Categorization. Int. J. Comput. Vis. Steve Branson, Grant Van Horn, Catherine Wah, Pietro Perona, Serge J. Belongie
2014	A	`conf`	Video text detection and recognition: Dataset and benchmark. WACV Phuc Xuan Nguyen, Kai Wang, Serge J. Belongie
2013	A*	`conf`	Attribute-Based Detection of Unfamiliar Classes with Humans in the Loop. CVPR Catherine Wah, Serge J. Belongie
2013	—	`conf`	Camera Distance from Face Images. ISVC (2) Arturo Flores, Eric M. Christiansen, David J. Kriegman, Serge J. Belongie
2013	A*	`conf`	Cross-View Image Geolocalization. CVPR Tsung-Yi Lin, Serge J. Belongie, James Hays
2013	A*	`conf`	Efficient Large-Scale Structured Learning. CVPR Steve Branson, Oscar Beijbom, Serge J. Belongie
2013	B	`conf`	Example based depth from fog. ICIP Kristofor B. Gibson, Serge J. Belongie, Truong Q. Nguyen
2013	—	`conf`	Face Box Shape and Verification. ISVC (1) Eric M. Christiansen, Iljung S. Kwak, Serge J. Belongie, David J. Kriegman
2013	A	`conf`	From Bikers to Surfers: Visual Recognition of Urban Tribes. BMVC Iljung S. Kwak, Ana Cristina Murillo, Peter N. Belhumeur, David J. Kriegman, Serge J. Belongie
2013	A	`conf`	Match-time covariance for descriptors. BMVC Eric M. Christiansen, Vincent C. Rabaud, Andrew Ziegler, David J. Kriegman, Serge J. Belongie
2013	A	`conf`	Relative ranking of facial attractiveness. WACV Hani Altwaijry, Serge J. Belongie
2013	A	`conf`	Ultra-wide Baseline Aerial Imagery Matching in Urban Environments. BMVC Hani Altwaijry, Serge J. Belongie
2012	—	`conf`	Locally Uniform Comparison Image Descriptor. NIPS Andrew Ziegler, Eric M. Christiansen, David J. Kriegman, Serge J. Belongie
2012	A	`conf`	Non-rigid surface detection for gestural interaction with applicable surfaces. WACV Andrew Ziegler, Serge J. Belongie
2012	—	`conf`	Urban tribes: Analyzing group photos from a social perspective. CVPR Workshops Ana C. Murillo, Iljung S. Kwak, Lubomir D. Bourdev, David J. Kriegman, Serge J. Belongie
2011	J	`jnl`	Adaptively Learning the Crowd Kernel CoRR Omer Tamuz, Ce Liu, Serge J. Belongie, Ohad Shamir, Adam Tauman Kalai
2011	A*	`conf`	Adaptively Learning the Crowd Kernel. ICML Omer Tamuz, Ce Liu, Serge J. Belongie, Ohad Shamir, Adam Kalai
2011	—	`conf`	EdgeSonic: image feature sonification for the visually impaired. AH Tsubasa Yoshida, Kris Makoto Kitani, Hideki Koike, Serge J. Belongie, Kevin Schlei
2011	A*	`conf`	End-to-end scene text recognition. ICCV Kai Wang, Boris Babenko, Serge J. Belongie
2011	A*	`conf`	From region similarity to category discovery. CVPR Carolina Galleguillos, Brian McFee, Serge J. Belongie, Gert R. G. Lanckriet
2011	—	`conf`	JBoost Optimization of Color Detectors for Autonomous Underwater Vehicle Navigation. CAIP (2) Christopher Barngrover, Serge J. Belongie, Ryan Kastner
2011	A*	`conf`	Multiclass recognition and part localization with humans in the loop. ICCV Catherine Wah, Steve Branson, Pietro Perona, Serge J. Belongie
2011	A*	`conf`	Multiple Instance Learning with Manifold Bags. ICML Boris Babenko, Nakul Verma, Piotr Dollár, Serge J. Belongie
2011	A*	`conf`	Pose, illumination and expression invariant pairwise face-similarity measure via Doppelgänger list comparison. ICCV Florian Schroff, Tali Treibitz, David J. Kriegman, Serge J. Belongie
2011	J	`jnl`	Robust Object Tracking with Online Multiple Instance Learning. IEEE Trans. Pattern Anal. Mach. Intell. Boris Babenko, Ming-Hsuan Yang, Serge J. Belongie
2011	A*	`conf`	Strong supervision from weak annotation: Interactive training of deformable part models. ICCV Steve Branson, Pietro Perona, Serge J. Belongie
2011	B	`conf`	Wet fingerprint recognition: Challenges and opportunities. IJCB Prasanna Krishnasamy, Serge J. Belongie, David J. Kriegman
2010	J	`jnl`	Context based object categorization: A critical survey. Comput. Vis. Image Underst. Carolina Galleguillos, Serge J. Belongie
2010	J	`jnl`	Globally Optimal Algorithms for Stratified Autocalibration. Int. J. Comput. Vis. Manmohan Krishna Chandraker, Sameer Agarwal, David J. Kriegman, Serge J. Belongie
2010	A*	`conf`	Multi-class object localization by combining local contextual interactions. CVPR Carolina Galleguillos, Brian McFee, Serge J. Belongie, Gert R. G. Lanckriet
2010	—	`conf`	OpenScan: A Fully Transparent Optical Scan Voting System. EVT/WOTE Kai Wang, Eric Rescorla, Hovav Shacham, Serge J. Belongie
2010	—	`conf`	Removing pedestrians from Google street view images. CVPR Workshops Arturo Flores, Serge J. Belongie
2010	A	`conf`	The Fastest Pedestrian Detector in the West. BMVC Piotr Dollár, Serge J. Belongie, Pietro Perona
2010	—	`conf`	The Multidimensional Wisdom of Crowds. NIPS Peter Welinder, Steve Branson, Serge J. Belongie, Pietro Perona
2010	—	`conf`	Toward real-time grocery detection for the visually impaired. CVPR Workshops Tess Winlock, Eric M. Christiansen, Serge J. Belongie
2010	—	`conf`	Visual Recognition with Humans in the Loop. ECCV (4) Steve Branson, Catherine Wah, Florian Schroff, Boris Babenko, Peter Welinder, Pietro Perona, Serge J. Belongie
2010	—	`conf`	Word Spotting in the Wild. ECCV (1) Kai Wang, Serge J. Belongie
2009	—	`conf`	A family of online boosting algorithms. ICCV Workshops Boris Babenko, Ming-Hsuan Yang, Serge J. Belongie
2009	—	`conf`	BUBL: An effective region labeling tool using a hexagonal lattice. ICCV Workshops Carolina Galleguillos, Peter Faymonville, Serge J. Belongie
2009	—	`conf`	CAPTCHA-based image labeling on the Soylent Grid. KDD Workshop on Human Computation Peter Faymonville, Kai Wang, John Miller, Serge J. Belongie
2009	A	`conf`	Fingerprint recognition system performance in the maritime environment. WACV Hourieh Fakourfar, Serge J. Belongie
2009	A	`conf`	Integral Channel Features. BMVC Piotr Dollár, Zhuowen Tu, Pietro Perona, Serge J. Belongie
2009	A*	`conf`	Linear embeddings in non-rigid structure from motion. CVPR Vincent C. Rabaud, Serge J. Belongie
2009	—	`conf`	PhD forum: A distributed architecture for object tracking across intelligent vision sensor network with constrained resources. ICDSC Joshua L. Goshorn, René Cruz, Serge J. Belongie
2009	—	`conf`	SD-VBS: The San Diego Vision Benchmark Suite. IISWC Sravanthi Kota Venkata, Ikkjin Ahn, Donghwan Jeon, Anshuman Gupta, Christopher M. Louie, Saturnino Garcia, Serge J. Belongie, Michael Bedford Taylor
2009	—	`conf`	Scenes vs. objects: A comparative study of two approaches to context based recognition. CVPR Workshops Andrew Rabinovich, Serge J. Belongie
2009	A*	`conf`	Similarity metrics for categorization: From monolithic to category specific. ICCV Boris Babenko, Steve Branson, Serge J. Belongie
2009	J	`jnl`	Toward a perceptual space for gloss. ACM Trans. Graph. Josh Wills, Sameer Agarwal, David J. Kriegman, Serge J. Belongie
2009	A*	`conf`	Visual tracking with online Multiple Instance Learning. CVPR Boris Babenko, Ming-Hsuan Yang, Serge J. Belongie
2008	—	`conf`	Automatic co-registration of volumetric images based on implanted fiducial markers. ISBI Martin Koch, Jonathan S. Maltz, Bijumon Gangadharan, Supratik Bose, Himanshu Shukla, Ali R. Bani-Hashemi, Serge J. Belongie
2008	—	`conf`	Multiple Component Learning for Object Detection. ECCV (2) Piotr Dollár, Boris Babenko, Serge J. Belongie, Pietro Perona, Zhuowen Tu
2008	A*	`conf`	Object categorization using co-occurrence, location and appearance. CVPR Carolina Galleguillos, Andrew Rabinovich, Serge J. Belongie
2008	J	`jnl`	Practical Global Optimization for Multiview Geometry. Int. J. Comput. Vis. Fredrik Kahl, Sameer Agarwal, Manmohan Krishna Chandraker, David J. Kriegman, Serge J. Belongie
2008	A*	`conf`	Re-thinking non-rigid structure from motion. CVPR Vincent C. Rabaud, Serge J. Belongie
2008	—	`conf`	Weakly Supervised Object Localization with Stable Segmentations. ECCV (1) Carolina Galleguillos, Boris Babenko, Andrew Rabinovich, Serge J. Belongie
2007	A*	`conf`	Feature Mining for Image Classification. CVPR Piotr Dollár, Zhuowen Tu, Hai Tao, Serge J. Belongie
2007	A	`conf`	Generalized Non-metric Multidimensional Scaling. AISTATS Sameer Agarwal, Josh Wills, Lawrence Cayton, Gert R. G. Lanckriet, David J. Kriegman, Serge J. Belongie
2007	A*	`conf`	Globally Optimal Affine and Metric Upgrades in Stratified Autocalibration. ICCV Manmohan Krishna Chandraker, Sameer Agarwal, David J. Kriegman, Serge J. Belongie
2007	A*	`conf`	Non-isometric manifold learning: analysis and an algorithm. ICML Piotr Dollár, Vincent C. Rabaud, Serge J. Belongie
2007	A*	`conf`	Objects in Context. ICCV Andrew Rabinovich, Andrea Vedaldi, Carolina Galleguillos, Eric Wiewiora, Serge J. Belongie
2007	A*	`conf`	Recognizing Groceries in situ Using in vitro Training Data. CVPR Michele Merler, Carolina Galleguillos, Serge J. Belongie
2007	A*	`conf`	Soylent Grid: it's Made of People. ICCV Stephan Steinbach, Vincent C. Rabaud, Serge J. Belongie
2007	A*	`conf`	Task Specific Local Region Matching. ICCV Boris Babenko, Piotr Dollár, Serge J. Belongie
2006	J	`jnl`	A Feature-based Approach for Dense Segmentation and Estimation of Large Disparity Motion. Int. J. Comput. Vis. Josh Wills, Sameer Agarwal, Serge J. Belongie
2006	—	`conf`	Active Learning in Face Recognition: Using Tracking to Build a Face Model. CVPR Workshops Robin Hewitt, Serge J. Belongie
2006	—	`conf`	Counting Crowded Moving Objects. CVPR (1) Vincent C. Rabaud, Serge J. Belongie
2006	J	`jnl`	Framework for Parsing, Visualizing and Scoring Tissue Microarray Images. IEEE Trans. Inf. Technol. Biomed. Andrew Rabinovich, S. Krajewski, M. Krajewska, Ahmed Shabaik, Stephen M. Hewitt, Serge J. Belongie, J. C. Reed, Jeffrey H. Price
2006	A*	`conf`	Higher order learning with graphs. ICML Sameer Agarwal, Kristin Branson, Serge J. Belongie
2006	—	`conf`	ImprovingWeb-based Image Search via Content Based Clustering. CVPR Workshops Nadav Ben-Haim, Boris Babenko, Serge J. Belongie
2006	—	`conf`	Learning to Traverse Image Manifolds. NIPS Piotr Dollár, Serge J. Belongie, Vincent C. Rabaud
2006	—	`ch.`	Matching with Shape Contexts. Statistics and Analysis of Shapes Serge J. Belongie, Greg Mori, Jitendra Malik
2006	—	`conf`	Model Order Selection and Cue Combination for Image Segmentation. CVPR (1) Andrew Rabinovich, Serge J. Belongie, Tilman Lange, Joachim M. Buhmann
2006	—	`conf`	Practical Global Optimization for Multiview Geometry. ECCV (1) Sameer Agarwal, Manmohan Krishna Chandraker, Fredrik Kahl, David J. Kriegman, Serge J. Belongie
2006	—	`conf`	Structure and View Estimation for Tomographic Reconstruction: A Bayesian Approach. CVPR (2) Satya P. Mallick, Sameer Agarwal, David J. Kriegman, Serge J. Belongie, Bridget Carragher, Clinton S. Potter
2006	—	`conf`	Supervised Learning of Edges and Object Boundaries. CVPR (2) Piotr Dollár, Zhuowen Tu, Serge J. Belongie
2006	A	`conf`	Vision in the Small: Reconstructing the Structure of Protein Macromolecules from Cryo-Electron Micrographs. BMVC Satya P. Mallick, Sameer Agarwal, David J. Kriegman, Serge J. Belongie
2005	—	`conf`	Beyond Pairwise Clustering. CVPR (2) Sameer Agarwal, Jongwoo Lim, Lihi Zelnik-Manor, Pietro Perona, David J. Kriegman, Serge J. Belongie
2005	—	`conf`	Big Little Icons. CVPR Workshops Vincent C. Rabaud, Serge J. Belongie
2005	J	`jnl`	Efficient Shape Matching Using Shape Contexts. IEEE Trans. Pattern Anal. Mach. Intell. Greg Mori, Serge J. Belongie, Jitendra Malik
2005	A*	`conf`	Periodic Motion Detection and Segmentation via Approximate Sequence Alignment. ICCV Ivan Laptev, Serge J. Belongie, Patrick Pérez, Josh Wills
2005	—	`conf`	Spatio-temporal texture synthesis and image inpainting for video applications. ICIP (2) Sanjeev Kumar, Mainak Biswas, Serge J. Belongie, Truong Q. Nguyen
2005	—	`conf`	Tracking Multiple Mouse Contours (without Too Many Samples). CVPR (1) Kristin Branson, Serge J. Belongie
2004	—	`conf`	A Feature-Based Approach for Determining Dense Long Range Correspondences. ECCV (3) Josh Wills, Serge J. Belongie
2004	J	`jnl`	Normalized cuts in 3-D for spinal MRI segmentation. IEEE Trans. Medical Imaging Julio Carballido-Gamio, Serge J. Belongie, Sharmila Majumdar
2004	—	`conf`	On Refractive Optical Flow. ECCV (2) Sameer Agarwal, Satya P. Mallick, David J. Kriegman, Serge J. Belongie
2004	J	`jnl`	Spectral Grouping Using the Nyström Method. IEEE Trans. Pattern Anal. Mach. Intell. Charless C. Fowlkes, Serge J. Belongie, Fan R. K. Chung, Jitendra Malik
2004	—	`conf`	Structure from Periodic Motion. SCVMA Serge J. Belongie, Josh Wills
2003	J	`jnl`	Structured importance sampling of environment maps. ACM Trans. Graph. Sameer Agarwal, Ravi Ramamoorthi, Serge J. Belongie, Henrik Wann Jensen
2003	—	`conf`	Unsupervised Color Decomposition Of Histologically Stained Tissue Samples. NIPS Andrew Rabinovich, Sameer Agarwal, Casey Laris, Jeffrey H. Price, Serge J. Belongie
2003	—	`conf`	What Went Where. CVPR (1) Josh Wills, Sameer Agarwal, Serge J. Belongie
2002	—	`conf`	Approximate Thin Plate Spline Mappings. ECCV (3) Gianluca Donato, Serge J. Belongie
2002	J	`jnl`	Blobworld: Image Segmentation Using Expectation-Maximization and Its Application to Image Querying. IEEE Trans. Pattern Anal. Mach. Intell. Chad Carson, Serge J. Belongie, Hayit Greenspan, Jitendra Malik
2002	—	`conf`	On the non-optimality of four color coding of image partitions. ICIP (2) Sameer Agarwal, Serge J. Belongie
2002	J	`jnl`	Shape Matching and Object Recognition Using Shape Contexts. IEEE Trans. Pattern Anal. Mach. Intell. Serge J. Belongie, Jitendra Malik, Jan Puzicha
2002	—	`conf`	Spectral Partitioning with Indefinite Kernels Using the Nyström Extension. ECCV (3) Serge J. Belongie, Charless C. Fowlkes, Fan R. K. Chung, Jitendra Malik
2001	J	`jnl`	Contour and Texture Analysis for Image Segmentation. Int. J. Comput. Vis. Jitendra Malik, Serge J. Belongie, Thomas K. Leung, Jianbo Shi
2001	—	`conf`	Efficient Spatiotemporal Grouping Using the Nystro"m Method. CVPR (1) Charless C. Fowlkes, Serge J. Belongie, Jitendra Malik
2001	A*	`conf`	Matching Shapes. ICCV Serge J. Belongie, Jitendra Malik, Jan Puzicha
2001	—	`conf`	Shape contexts enable efficient retrieval of similar shapes. CVPR (1) Greg Mori, Serge J. Belongie, Jitendra Malik
2000	B	`conf`	Model-Based Halftoning for Color Image Segmentation. ICPR Jan Puzicha, Serge J. Belongie
2000	—	`conf`	Shape Context: A New Descriptor for Shape Matching and Object Recognition. NIPS Serge J. Belongie, Jitendra Malik, Jan Puzicha
1999	—	`conf`	Blobworld: A System for Region-Based Image Indexing and Retrieval. VISUAL Chad Carson, Megan Thomas, Serge J. Belongie, Joseph M. Hellerstein, Jitendra Malik
1999	—	`conf`	Grouping in the Normalized Cut Framework. Shape, Contour and Grouping in Computer Vision Jitendra Malik, Jianbo Shi, Serge J. Belongie, Thomas K. Leung
1999	—	`conf`	Region-Based Image Retrieval (Eingeladener Vortrag). DAGM-Symposium Jitendra Malik, Chad Carson, Serge J. Belongie
1999	A*	`conf`	Textons, Contours and Regions: Cue Integration in Image Segmentation. ICCV Jitendra Malik, Serge J. Belongie, Jianbo Shi, Thomas K. Leung
1998	A*	`conf`	Color- and Texture-based Image Segmentation Using the Expectation-Maximization Algorithm and its Application to Content-Based Image Retrieval. ICCV Serge J. Belongie, Chad Carson, Hayit Greenspan, Jitendra Malik
1998	—	`conf`	Finding Boundaries in Natural Images: A New Method Using Point Descriptors and Area Completion. ECCV (1) Serge J. Belongie, Jitendra Malik
1998	—	`conf`	Image and Video Segmentation: The Normalized Cut Framework. ICIP (1) Jianbo Shi, Serge J. Belongie, Thomas K. Leung, Jitendra Malik
1996	—	`conf`	Finding Pictures of Objects in Large Collections of Images. Object Representation in Computer Vision David A. Forsyth, Jitendra Malik, Margaret M. Fleck, Hayit Greenspan, Thomas K. Leung, Serge J. Belongie, Chad Carson, Christoph Bregler
1996	—	`conf`	Finding objects in image databases by grouping. ICIP (2) Jitendra Malik, David A. Forsyth, Margaret M. Fleck, Hayit Greenspan, Thomas K. Leung, Chad Carson, Serge J. Belongie, Christoph Bregler
1994	A*	`conf`	Overcomplete steerable pyramid filters and rotation invariance. CVPR Hayit Greenspan, Serge J. Belongie, Rodney M. Goodman, Pietro Perona, Subrata Rakshit, Charles H. Anderson
1994	—	`conf`	Rotation invariant texture recognition using a steerable pyramid. ICPR (2) Hayit Greenspan, Serge J. Belongie, Rodney M. Goodman, Pietro Perona