Menglin Jia

32 papers A* 5Journal 23Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Image Generation with a Sphere Encoder.
CoRR
Kaiyu Yue, Menglin Jia, Ji Hou, Tom Goldstein
2025 J jnl
MarDini: Masked Auto-regressive Diffusion for Video Generation at Scale.
Trans. Mach. Learn. Res.
Haozhe Liu, Shikun Liu, Zijian Zhou, Mengmeng Xu, Yanping Xie, Xiao Han, Juan Camilo Pérez, Ding Liu, Kumara Kahatapitiya, Menglin Jia, Jui-Chieh Wu, Sen He, Tao Xiang, Jürgen Schmidhuber, Juan-Manuel Pérez-Rúa
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
PhyGDPO: Physics-Aware Groupwise Direct Preference Optimization for Physically Consistent Text-to-Video Generation.
CoRR
Yuanhao Cai, Kunpeng Li, Menglin Jia, Jialiang Wang, Junzhe Sun, Feng Liang, Weifeng Chen, Felix Juefei-Xu, Chu Wang, Ali K. Thabet, Xiaoliang Dai, Xuan Ju, Alan L. Yuille, Ji Hou
2025 J jnl
Zero-Shot Vision Encoder Grafting via LLM Surrogates.
CoRR
Kaiyu Yue, Vasu Singla, Menglin Jia, John Kirchenbauer, Rifaa Qadri, Zikui Cai, Abhinav Bhatele, Furong Huang, Tom Goldstein
2024 J jnl
Adaptive Caching for Faster Video Generation with Diffusion Transformers.
CoRR
Kumara Kahatapitiya, Haozhe Liu, Sen He, Ding Liu, Menglin Jia, Chenyang Zhang, Michael S. Ryoo, Tian Xie
2024 A* conf
MA-LMM: Memory-Augmented Large Multimodal Model for Long-Term Video Understanding.
CVPR
Bo He, Hengduo Li, Young Kyun Jang, Menglin Jia, Xuefei Cao, Ashish Shah, Abhinav Shrivastava, Ser-Nam Lim
2024 J jnl
MA-LMM: Memory-Augmented Large Multimodal Model for Long-Term Video Understanding.
CoRR
Bo He, Hengduo Li, Young Kyun Jang, Menglin Jia, Xuefei Cao, Ashish Shah, Abhinav Shrivastava, Ser-Nam Lim
2024 J jnl
MarDini: Masked Autoregressive Diffusion for Video Generation at Scale.
CoRR
Haozhe Liu, Shikun Liu, Zijian Zhou, Mengmeng Xu, Yanping Xie, Xiao Han, Juan C. Pérez, Ding Liu, Kumara Kahatapitiya, Menglin Jia, Jui-Chieh Wu, Sen He, Tao Xiang, Jürgen Schmidhuber, Juan-Manuel Pérez-Rúa
2024 — conf
PromptFusion: Decoupling Stability and Plasticity for Continual Learning.
ECCV (87)
Haoran Chen, Zuxuan Wu, Xintong Han, Menglin Jia, Yu-Gang Jiang
2024 J jnl
VideoGLUE: Video General Understanding Evaluation of Foundation Models.
Trans. Mach. Learn. Res.
Liangzhe Yuan, Nitesh Bharadwaj Gundavarapu, Long Zhao, Hao Zhou, Yin Cui, Lu Jiang, Xuan Yang, Menglin Jia, Tobias Weyand, Luke Friedman, Mikhail Sirotenko, Huisheng Wang, Florian Schroff, Hartwig Adam, Ming-Hsuan Yang, Ting Liu, Boqing Gong
2023 A* conf
Emergent Correspondence from Image Diffusion.
NeurIPS
Luming Tang, Menglin Jia, Qianqian Wang, Cheng Perng Phoo, Bharath Hariharan
2023 J jnl
Emergent Correspondence from Image Diffusion.
CoRR
Luming Tang, Menglin Jia, Qianqian Wang, Cheng Perng Phoo, Bharath Hariharan
2023 J jnl
PromptFusion: Decoupling Stability and Plasticity for Continual Learning.
CoRR
Haoran Chen, Zuxuan Wu, Xintong Han, Menglin Jia, Yu-Gang Jiang
2023 J jnl
VideoGLUE: Video General Understanding Evaluation of Foundation Models.
CoRR
Liangzhe Yuan, Nitesh Bharadwaj Gundavarapu, Long Zhao, Hao Zhou, Yin Cui, Lu Jiang, Xuan Yang, Menglin Jia, Tobias Weyand, Luke Friedman, Mikhail Sirotenko, Huisheng Wang, Florian Schroff, Hartwig Adam, Ming-Hsuan Yang, Ting Liu, Boqing Gong
2022 J jnl
Searching for Structure in Unfalsifiable Claims.
CoRR
Peter Ebert Christensen, Frederik Warburg, Menglin Jia, Serge J. Belongie
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
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 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 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 — conf
When in Doubt: Improving Classification Performance with Alternating Normalization.
EMNLP (Findings)
Menglin Jia, Austin Reiter, Ser-Nam Lim, Yoav Artzi, Claire Cardie
2021 J jnl
When in Doubt: Improving Classification Performance with Alternating Normalization.
CoRR
Menglin Jia, Austin Reiter, Ser-Nam Lim, Yoav Artzi, Claire Cardie
2020 J jnl
Deep Multi-Modal Sets.
CoRR
Austin Reiter, Menglin Jia, Pu Yang, Ser-Nam Lim
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 J jnl
Item Ownership Relationship Semantic Learning Strategy for Personalized Service Robot.
Int. J. Autom. Comput.
Hao Wu, Zhaowei Chen, Guohui Tian, Qing Ma, Menglin Jia
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
2018 J jnl
A Deep-Learning-Based Fashion Attributes Detection Model.
CoRR
Menglin Jia, Yichen Zhou, Mengyun Shi, Bharath Hariharan