Xiao, Fanyi

19 publications

NeurIPS 2025 Benchmarking Egocentric Multimodal Goal Inference for Assistive Wearable Agents 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

TMLR 2025 Diversify, Don't Fine-Tune: Scaling up Visual Recognition Training with Synthetic Images Zhuoran Yu, Chenchen Zhu, Sean Culatana, Raghuraman Krishnamoorthi, Fanyi Xiao, Yong Jae Lee

CVPR 2025 EdgeTAM: On-Device Track Anything Model Chong Zhou, Chenchen Zhu, Yunyang Xiong, Saksham Suri, Fanyi Xiao, Lemeng Wu, Raghuraman Krishnamoorthi, Bo Dai, Chen Change Loy, Vikas Chandra, Bilge Soran

ICML 2025 LongVU: Spatiotemporal Adaptive Compression for Long Video-Language Understanding 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

CVPR 2024 EfficientSAM: Leveraged Masked Image Pretraining for Efficient Segment Anything Yunyang Xiong, Bala Varadarajan, Lemeng Wu, Xiaoyu Xiang, Fanyi Xiao, Chenchen Zhu, Xiaoliang Dai, Dilin Wang, Fei Sun, Forrest Iandola, Raghuraman Krishnamoorthi, Vikas Chandra

ICCV 2023 EgoObjects: A Large-Scale Egocentric Dataset for Fine-Grained Object Understanding Chenchen Zhu, Fanyi Xiao, Andres Alvarado, Yasmine Babaei, Jiabo Hu, Hichem El-Mohri, Sean Culatana, Roshan Sumbaly, Zhicheng Yan

ICCV 2023 Exploring Open-Vocabulary Semantic Segmentation from CLIP Vision Encoder Distillation Only Jun Chen, Deyao Zhu, Guocheng Qian, Bernard Ghanem, Zhicheng Yan, Chenchen Zhu, Fanyi Xiao, Sean Chang Culatana, Mohamed Elhoseiny

ICCV 2023 Going Denser with Open-Vocabulary Part Segmentation Peize Sun, Shoufa Chen, Chenchen Zhu, Fanyi Xiao, Ping Luo, Saining Xie, Zhicheng Yan

CVPR 2022 Hierarchical Self-Supervised Representation Learning for Movie Understanding Fanyi Xiao, Kaustav Kundu, Joseph Tighe, Davide Modolo

ECCV 2022 MaCLR: Motion-Aware Contrastive Learning of Representations for Videos Fanyi Xiao, Joseph Tighe, Davide Modolo

CVPRW 2022 SCVRL: Shuffled Contrastive Video Representation Learning Michael Dorkenwald, Fanyi Xiao, Biagio Brattoli, Joseph Tighe, Davide Modolo

ECCV 2018 Video Object Detection with an Aligned Spatial-Temporal Memory Fanyi Xiao, Yong Jae Lee

CVPR 2017 Weakly-Supervised Visual Grounding of Phrases with Linguistic Structures Fanyi Xiao, Leonid Sigal, Yong Jae Lee

CVPR 2016 Track and Segment: An Iterative Unsupervised Approach for Video Object Proposals Fanyi Xiao, Yong Jae Lee

CVPR 2016 Track and Transfer: Watching Videos to Simulate Strong Human Supervision for Weakly-Supervised Object Detection Krishna Kumar Singh, Fanyi Xiao, Yong Jae Lee

ICCV 2015 Discovering the Spatial Extent of Relative Attributes Fanyi Xiao, Yong Jae Lee

WACV 2015 Efficient Model Evaluation with Bilinear Separation Model Fanyi Xiao, Martial Hebert

WACV 2014 Physical Querying with Multi-Modal Sensing Iljoo Baek, Taylor Stine, Denver Dash, Fanyi Xiao, Yaser Sheikh, Yair Movshovitz-Attias, Mei Chen, Martial Hebert, Takeo Kanade

CVPR 2014 Transitive Distance Clustering with K-Means Duality Zhiding Yu, Chunjing Xu, Deyu Meng, Zhuo Hui, Fanyi Xiao, Wenbo Liu, Jianzhuang Liu