Fanyi Xiao

56 papers A* 16A 4C 1Journal 31Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Sparse CLIP: Co-Optimizing Interpretability and Performance in Contrastive Learning.
CoRR
Chuan Qin, Constantin Venhoff, Sonia Joseph, Fanyi Xiao, Stefan Scherer
2025 J jnl
Benchmarking Egocentric Multimodal Goal Inference for Assistive Wearable Agents.
CoRR
Vijay Veerabadran, Fanyi Xiao, Nitin Kamra, Pedro Matias, Joy Chen, Caley Drooff, Brett D. Roads, Riley Williams, Ethan Henderson, Xuanyi Zhao, Kevin Carlberg, Joseph Tighe, Karl Ridgeway
2025 J jnl
Diversify, Don't Fine-Tune: Scaling Up Visual Recognition Training with Synthetic Images.
Trans. Mach. Learn. Res.
Zhuoran Yu, Chenchen Zhu, Sean Culatana, Raghuraman Krishnamoorthi, Fanyi Xiao, Yong Jae Lee
2025 A* conf
EdgeTAM: On-Device Track Anything Model.
CVPR
Chong Zhou, Chenchen Zhu, Yunyang Xiong, Saksham Suri, Fanyi Xiao, Lemeng Wu, Raghuraman Krishnamoorthi, Bo Dai, Chen Change Loy, Vikas Chandra, Bilge Soran
2025 J jnl
EdgeTAM: On-Device Track Anything Model.
CoRR
Chong Zhou, Chenchen Zhu, Yunyang Xiong, Saksham Suri, Fanyi Xiao, Lemeng Wu, Raghuraman Krishnamoorthi, Bo Dai, Chen Change Loy, Vikas Chandra, Bilge Soran
2025 A* conf
LongVU: Spatiotemporal Adaptive Compression for Long Video-Language Understanding.
ICML
Xiaoqian Shen, Yunyang Xiong, Changsheng Zhao, Lemeng Wu, Jun Chen, Chenchen Zhu, Zechun Liu, Fanyi Xiao, Balakrishnan Varadarajan, Florian Bordes, Zhuang Liu, Hu Xu, Hyunwoo J. Kim, Bilge Soran, Raghuraman Krishnamoorthi, Mohamed Elhoseiny, Vikas Chandra
2024 A* conf
EfficientSAM: Leveraged Masked Image Pretraining for Efficient Segment Anything.
CVPR
Yunyang Xiong, Bala Varadarajan, Lemeng Wu, Xiaoyu Xiang, Fanyi Xiao, Chenchen Zhu, Xiaoliang Dai, Dilin Wang, Fei Sun, Forrest N. Iandola, Raghuraman Krishnamoorthi, Vikas Chandra
2024 J jnl
LongVU: Spatiotemporal Adaptive Compression for Long Video-Language Understanding.
CoRR
Xiaoqian Shen, Yunyang Xiong, Changsheng Zhao, Lemeng Wu, Jun Chen, Chenchen Zhu, Zechun Liu, Fanyi Xiao, Balakrishnan Varadarajan, Florian Bordes, Zhuang Liu, Hu Xu, Hyunwoo J. Kim, Bilge Soran, Raghuraman Krishnamoorthi, Mohamed Elhoseiny, Vikas Chandra
2023 J jnl
Delving Deeper into Anti-Aliasing in ConvNets.
Int. J. Comput. Vis.
Xueyan Zou, Fanyi Xiao, Zhiding Yu, Yuheng Li, Yong Jae Lee
2023 J jnl
Diversify, Don't Fine-Tune: Scaling Up Visual Recognition Training with Synthetic Images.
CoRR
Zhuoran Yu, Chenchen Zhu, Sean Chang Culatana, Raghuraman Krishnamoorthi, Fanyi Xiao, Yong Jae Lee
2023 J jnl
EfficientSAM: Leveraged Masked Image Pretraining for Efficient Segment Anything.
CoRR
Yunyang Xiong, Bala Varadarajan, Lemeng Wu, Xiaoyu Xiang, Fanyi Xiao, Chenchen Zhu, Xiaoliang Dai, Dilin Wang, Fei Sun, Forrest N. Iandola, Raghuraman Krishnamoorthi, Vikas Chandra
2023 A* conf
EgoObjects: A Large-Scale Egocentric Dataset for Fine-Grained Object Understanding.
ICCV
Chenchen Zhu, Fanyi Xiao, Andres Alvarado, Yasmine Babaei, Jiabo Hu, Hichem El-Mohri, Sean Chang Culatana, Roshan Sumbaly, Zhicheng Yan
2023 J jnl
EgoObjects: A Large-Scale Egocentric Dataset for Fine-Grained Object Understanding.
CoRR
Chenchen Zhu, Fanyi Xiao, Andres Alvarado, Yasmine Babaei, Jiabo Hu, Hichem El-Mohri, Sean Chang Culatana, Roshan Sumbaly, Zhicheng Yan
2023 A* conf
Exploring Open-Vocabulary Semantic Segmentation from CLIP Vision Encoder Distillation Only.
ICCV
Jun Chen, Deyao Zhu, Guocheng Qian, Bernard Ghanem, Zhicheng Yan, Chenchen Zhu, Fanyi Xiao, Sean Chang Culatana, Mohamed Elhoseiny
2023 J jnl
Exploring Open-Vocabulary Semantic Segmentation without Human Labels.
CoRR
Jun Chen, Deyao Zhu, Guocheng Qian, Bernard Ghanem, Zhicheng Yan, Chenchen Zhu, Fanyi Xiao, Mohamed Elhoseiny, Sean Chang Culatana
2023 J jnl
Gen2Det: Generate to Detect.
CoRR
Saksham Suri, Fanyi Xiao, Animesh Sinha, Sean Chang Culatana, Raghuraman Krishnamoorthi, Chenchen Zhu, Abhinav Shrivastava
2023 A* conf
Going Denser with Open-Vocabulary Part Segmentation.
ICCV
Peize Sun, Shoufa Chen, Chenchen Zhu, Fanyi Xiao, Ping Luo, Saining Xie, Zhicheng Yan
2023 J jnl
Going Denser with Open-Vocabulary Part Segmentation.
CoRR
Peize Sun, Shoufa Chen, Chenchen Zhu, Fanyi Xiao, Ping Luo, Saining Xie, Zhicheng Yan
2022 J jnl
3rd Continual Learning Workshop Challenge on Egocentric Category and Instance Level Object Understanding.
CoRR
Lorenzo Pellegrini, Chenchen Zhu, Fanyi Xiao, Zhicheng Yan, Antonio Carta, Matthias De Lange, Vincenzo Lomonaco, Roshan Sumbaly, Pau Rodríguez, David Vázquez
2022 A* conf
Hierarchical Self-supervised Representation Learning for Movie Understanding.
CVPR
Fanyi Xiao, Kaustav Kundu, Joseph Tighe, Davide Modolo
2022 J jnl
Hierarchical Self-supervised Representation Learning for Movie Understanding.
CoRR
Fanyi Xiao, Kaustav Kundu, Joseph Tighe, Davide Modolo
2022 — conf
MaCLR: Motion-Aware Contrastive Learning of Representations for Videos.
ECCV (35)
Fanyi Xiao, Joseph Tighe, Davide Modolo
2022 — conf
SCVRL: Shuffled Contrastive Video Representation Learning.
CVPR Workshops
Michael Dorkenwald, Fanyi Xiao, Biagio Brattoli, Joseph Tighe, Davide Modolo
2022 J jnl
SCVRL: Shuffled Contrastive Video Representation Learning.
CoRR
Michael Dorkenwald, Fanyi Xiao, Biagio Brattoli, Joseph Tighe, Davide Modolo
2022 J jnl
YOLACT++ Better Real-Time Instance Segmentation.
IEEE Trans. Pattern Anal. Mach. Intell.
Daniel Bolya, Chong Zhou, Fanyi Xiao, Yong Jae Lee
2021 J jnl
MARS: Mixed Virtual and Real Wearable Sensors for Human Activity Recognition With Multidomain Deep Learning Model.
IEEE Internet Things J.
Ling Pei, Songpengcheng Xia, Lei Chu, Fanyi Xiao, Qi Wu, Wenxian Yu, Robert C. Qiu
2021 J jnl
MoDist: Motion Distillation for Self-supervised Video Representation Learning.
CoRR
Fanyi Xiao, Joseph Tighe, Davide Modolo
2021 A* conf
YolactEdge: Real-time Instance Segmentation on the Edge.
ICRA
Haotian Liu, Rafael A. Rivera Soto, Fanyi Xiao, Yong Jae Lee
2020 — conf
A Deep Learning Method for Complex Human Activity Recognition Using Virtual Wearable Sensors.
SpatialDI
Fanyi Xiao, Ling Pei, Lei Chu, Danping Zou, Wenxian Yu, Yifan Zhu, Tao Li
2020 J jnl
A Deep Learning Method for Complex Human Activity Recognition Using Virtual Wearable Sensors.
CoRR
Fanyi Xiao, Ling Pei, Lei Chu, Danping Zou, Wenxian Yu, Yifan Zhu, Tao Li
2020 J jnl
Audiovisual SlowFast Networks for Video Recognition.
CoRR
Fanyi Xiao, Yong Jae Lee, Kristen Grauman, Jitendra Malik, Christoph Feichtenhofer
2020 A conf
Delving Deeper into Anti-aliasing in ConvNets.
BMVC
Xueyan Zou, Fanyi Xiao, Zhiding Yu, Yong Jae Lee
2020 J jnl
Delving Deeper into Anti-aliasing in ConvNets.
CoRR
Xueyan Zou, Fanyi Xiao, Zhiding Yu, Yong Jae Lee
2020 J jnl
MARS: Mixed Virtual and Real Wearable Sensors for Human Activity Recognition with Multi-Domain Deep Learning Model.
CoRR
Ling Pei, Songpengcheng Xia, Lei Chu, Fanyi Xiao, Zixuan Zhang, Qi Wu, Wenxian Yu
2020 J jnl
YolactEdge: Real-time Instance Segmentation on the Edge (Jetson AGX Xavier: 30 FPS, RTX 2080 Ti: 170 FPS).
CoRR
Haotian Liu, Rafael A. Rivera Soto, Fanyi Xiao, Yong Jae Lee
2019 A* conf
Identity From Here, Pose From There: Self-Supervised Disentanglement and Generation of Objects Using Unlabeled Videos.
ICCV
Fanyi Xiao, Haotian Liu, Yong Jae Lee
2019 A* conf
STEP: Spatio-Temporal Progressive Learning for Video Action Detection.
CVPR
Xitong Yang, Xiaodong Yang, Ming-Yu Liu, Fanyi Xiao, Larry S. Davis, Jan Kautz
2019 J jnl
STEP: Spatio-Temporal Progressive Learning for Video Action Detection.
CoRR
Xitong Yang, Xiaodong Yang, Ming-Yu Liu, Fanyi Xiao, Larry Davis, Jan Kautz
2019 J jnl
YOLACT++: Better Real-time Instance Segmentation.
CoRR
Daniel Bolya, Chong Zhou, Fanyi Xiao, Yong Jae Lee
2019 A* conf
YOLACT: Real-Time Instance Segmentation.
ICCV
Daniel Bolya, Chong Zhou, Fanyi Xiao, Yong Jae Lee
2019 J jnl
YOLACT: Real-time Instance Segmentation.
CoRR
Daniel Bolya, Chong Zhou, Fanyi Xiao, Yong Jae Lee
2018 — conf
Video Object Detection with an Aligned Spatial-Temporal Memory.
ECCV (8)
Fanyi Xiao, Yong Jae Lee
2018 A conf
Who Will Share My Image?: Predicting the Content Diffusion Path in Online Social Networks.
WSDM
Wenjian Hu, Krishna Kumar Singh, Fanyi Xiao, Jinyoung Han, Chen-Nee Chuah, Yong Jae Lee
2017 J jnl
Spatial-Temporal Memory Networks for Video Object Detection.
CoRR
Fanyi Xiao, Yong Jae Lee
2017 A* conf
Weakly-Supervised Visual Grounding of Phrases with Linguistic Structures.
CVPR
Fanyi Xiao, Leonid Sigal, Yong Jae Lee
2017 J jnl
Weakly-supervised Visual Grounding of Phrases with Linguistic Structures.
CoRR
Fanyi Xiao, Leonid Sigal, Yong Jae Lee
2017 J jnl
Who Will Share My Image? Predicting the Content Diffusion Path in Online Social Networks.
CoRR
Wenjian Hu, Krishna Kumar Singh, Fanyi Xiao, Jinyoung Han, Chen-Nee Chuah, Yong Jae Lee
2016 A* conf
Track and Segment: An Iterative Unsupervised Approach for Video Object Proposals.
CVPR
Fanyi Xiao, Yong Jae Lee
2016 A* conf
Track and Transfer: Watching Videos to Simulate Strong Human Supervision for Weakly-Supervised Object Detection.
CVPR
Krishna Kumar Singh, Fanyi Xiao, Yong Jae Lee
2016 J jnl
Track and Transfer: Watching Videos to Simulate Strong Human Supervision for Weakly-Supervised Object Detection.
CoRR
Krishna Kumar Singh, Fanyi Xiao, Yong Jae Lee
2015 A* conf
Discovering the Spatial Extent of Relative Attributes.
ICCV
Fanyi Xiao, Yong Jae Lee
2015 A conf
Efficient Model Evaluation with Bilinear Separation Model.
WACV
Fanyi Xiao, Martial Hebert
2014 A conf
Physical querying with multi-modal sensing.
WACV
Iljoo Baek, Taylor Stine, Denver Dash, Fanyi Xiao, Yaser Sheikh, Yair Movshovitz-Attias, Mei Chen, Martial Hebert, Takeo Kanade
2014 A* conf
Transitive Distance Clustering with K-Means Duality.
CVPR
Zhiding Yu, Chunjing Xu, Deyu Meng, Zhuo Hui, Fanyi Xiao, Wenbo Liu, Jianzhuang Liu
2013 J jnl
Multi-Task Regularization with Covariance Dictionary for Linear Classifiers.
CoRR
Fanyi Xiao, Ruikun Luo, Zhiding Yu
2011 C conf
Learning Local Binary Patterns with Enhanced Boosting for Face Recognition.
CIS
Fanyi Xiao, Yixiong Liang, Xiaohui Qu