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2020 – today
- 2024
[c23]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:
EfficientSAM: Leveraged Masked Image Pretraining for Efficient Segment Anything. CVPR 2024: 16111-16121- 2023
- [j3]Xueyan Zou, Fanyi Xiao, Zhiding Yu, Yuheng Li, Yong Jae Lee:
Delving Deeper into Anti-Aliasing in ConvNets. Int. J. Comput. Vis. 131(1): 67-81 (2023) - [c22]Jun Chen, Deyao Zhu
, Guocheng Qian, Bernard Ghanem, Zhicheng Yan, Chenchen Zhu, Fanyi Xiao, Sean Chang Culatana, Mohamed Elhoseiny:
Exploring Open-Vocabulary Semantic Segmentation from CLIP Vision Encoder Distillation Only. ICCV 2023: 699-710 - [c21]Peize Sun, Shoufa Chen, Chenchen Zhu, Fanyi Xiao, Ping Luo, Saining Xie, Zhicheng Yan:
Going Denser with Open-Vocabulary Part Segmentation. ICCV 2023: 15407-15419 - [c20]Chenchen Zhu, Fanyi Xiao, Andres Alvarado, Yasmine Babaei, Jiabo Hu, Hichem El-Mohri, Sean Chang Culatana, Roshan Sumbaly, Zhicheng Yan:
EgoObjects: A Large-Scale Egocentric Dataset for Fine-Grained Object Understanding. ICCV 2023: 20053-20063 - [i23]Peize Sun, Shoufa Chen, Chenchen Zhu, Fanyi Xiao, Ping Luo, Saining Xie, Zhicheng Yan:
Going Denser with Open-Vocabulary Part Segmentation. CoRR abs/2305.11173 (2023) - [i22]Jun Chen, Deyao Zhu, Guocheng Qian, Bernard Ghanem, Zhicheng Yan, Chenchen Zhu, Fanyi Xiao, Mohamed Elhoseiny, Sean Chang Culatana:
Exploring Open-Vocabulary Semantic Segmentation without Human Labels. CoRR abs/2306.00450 (2023) - [i21]Chenchen Zhu, Fanyi Xiao, Andres Alvarado, Yasmine Babaei, Jiabo Hu, Hichem El-Mohri, Sean Chang Culatana, Roshan Sumbaly, Zhicheng Yan:
EgoObjects: A Large-Scale Egocentric Dataset for Fine-Grained Object Understanding. CoRR abs/2309.08816 (2023) - [i20]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:
EfficientSAM: Leveraged Masked Image Pretraining for Efficient Segment Anything. CoRR abs/2312.00863 (2023) - [i19]Zhuoran Yu, Chenchen Zhu, Sean Chang Culatana, Raghuraman Krishnamoorthi, Fanyi Xiao, Yong Jae Lee:
Diversify, Don't Fine-Tune: Scaling Up Visual Recognition Training with Synthetic Images. CoRR abs/2312.02253 (2023) - [i18]Saksham Suri, Fanyi Xiao, Animesh Sinha, Sean Chang Culatana, Raghuraman Krishnamoorthi, Chenchen Zhu, Abhinav Shrivastava:
Gen2Det: Generate to Detect. CoRR abs/2312.04566 (2023) - 2022
- [j2]Daniel Bolya, Chong Zhou, Fanyi Xiao, Yong Jae Lee:
YOLACT++ Better Real-Time Instance Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 44(2): 1108-1121 (2022) - [c19]Michael Dorkenwald, Fanyi Xiao, Biagio Brattoli, Joseph Tighe, Davide Modolo:
SCVRL: Shuffled Contrastive Video Representation Learning. CVPR Workshops 2022: 4131-4140 - [c18]Fanyi Xiao, Kaustav Kundu, Joseph Tighe, Davide Modolo:
Hierarchical Self-supervised Representation Learning for Movie Understanding. CVPR 2022: 9717-9726 - [c17]Fanyi Xiao, Joseph Tighe, Davide Modolo:
MaCLR: Motion-Aware Contrastive Learning of Representations for Videos. ECCV (35) 2022: 353-370 - [i17]Fanyi Xiao, Kaustav Kundu, Joseph Tighe, Davide Modolo:
Hierarchical Self-supervised Representation Learning for Movie Understanding. CoRR abs/2204.03101 (2022) - [i16]Michael Dorkenwald, Fanyi Xiao, Biagio Brattoli, Joseph Tighe, Davide Modolo:
SCVRL: Shuffled Contrastive Video Representation Learning. CoRR abs/2205.11710 (2022) - [i15]Lorenzo Pellegrini, Chenchen Zhu, Fanyi Xiao, Zhicheng Yan, Antonio Carta, Matthias De Lange, Vincenzo Lomonaco, Roshan Sumbaly, Pau Rodríguez, David Vázquez:
3rd Continual Learning Workshop Challenge on Egocentric Category and Instance Level Object Understanding. CoRR abs/2212.06833 (2022) - 2021
- [j1]Ling Pei, Songpengcheng Xia, Lei Chu, Fanyi Xiao, Qi Wu, Wenxian Yu, Robert C. Qiu:
MARS: Mixed Virtual and Real Wearable Sensors for Human Activity Recognition With Multidomain Deep Learning Model. IEEE Internet Things J. 8(11): 9383-9396 (2021) - [c16]Haotian Liu, Rafael A. Rivera Soto, Fanyi Xiao, Yong Jae Lee:
YolactEdge: Real-time Instance Segmentation on the Edge. ICRA 2021: 9579-9585 - [i14]Fanyi Xiao, Joseph Tighe, Davide Modolo:
MoDist: Motion Distillation for Self-supervised Video Representation Learning. CoRR abs/2106.09703 (2021) - 2020
- [c15]Xueyan Zou, Fanyi Xiao, Zhiding Yu, Yong Jae Lee:
Delving Deeper into Anti-aliasing in ConvNets. BMVC 2020 - [c14]Fanyi Xiao, Ling Pei, Lei Chu, Danping Zou, Wenxian Yu, Yifan Zhu, Tao Li:
A Deep Learning Method for Complex Human Activity Recognition Using Virtual Wearable Sensors. SpatialDI 2020: 261-270 - [i13]Fanyi Xiao, Yong Jae Lee, Kristen Grauman, Jitendra Malik, Christoph Feichtenhofer:
Audiovisual SlowFast Networks for Video Recognition. CoRR abs/2001.08740 (2020) - [i12]Fanyi Xiao, Ling Pei, Lei Chu, Danping Zou, Wenxian Yu, Yifan Zhu, Tao Li:
A Deep Learning Method for Complex Human Activity Recognition Using Virtual Wearable Sensors. CoRR abs/2003.01874 (2020) - [i11]Xueyan Zou, Fanyi Xiao, Zhiding Yu, Yong Jae Lee:
Delving Deeper into Anti-aliasing in ConvNets. CoRR abs/2008.09604 (2020) - [i10]Ling Pei, Songpengcheng Xia, Lei Chu, Fanyi Xiao, Zixuan Zhang, Qi Wu, Wenxian Yu:
MARS: Mixed Virtual and Real Wearable Sensors for Human Activity Recognition with Multi-Domain Deep Learning Model. CoRR abs/2009.09404 (2020) - [i9]Haotian Liu, Rafael A. Rivera Soto, Fanyi Xiao, Yong Jae Lee:
YolactEdge: Real-time Instance Segmentation on the Edge (Jetson AGX Xavier: 30 FPS, RTX 2080 Ti: 170 FPS). CoRR abs/2012.12259 (2020)
2010 – 2019
- 2019
- [c13]Xitong Yang, Xiaodong Yang, Ming-Yu Liu, Fanyi Xiao, Larry S. Davis, Jan Kautz:
STEP: Spatio-Temporal Progressive Learning for Video Action Detection. CVPR 2019: 264-272 - [c12]Fanyi Xiao, Haotian Liu, Yong Jae Lee:
Identity From Here, Pose From There: Self-Supervised Disentanglement and Generation of Objects Using Unlabeled Videos. ICCV 2019: 7012-7021 - [c11]Daniel Bolya, Chong Zhou, Fanyi Xiao, Yong Jae Lee:
YOLACT: Real-Time Instance Segmentation. ICCV 2019: 9156-9165 - [i8]Daniel Bolya, Chong Zhou, Fanyi Xiao, Yong Jae Lee:
YOLACT: Real-time Instance Segmentation. CoRR abs/1904.02689 (2019) - [i7]Xitong Yang, Xiaodong Yang, Ming-Yu Liu, Fanyi Xiao, Larry Davis, Jan Kautz:
STEP: Spatio-Temporal Progressive Learning for Video Action Detection. CoRR abs/1904.09288 (2019) - [i6]Daniel Bolya, Chong Zhou, Fanyi Xiao, Yong Jae Lee:
YOLACT++: Better Real-time Instance Segmentation. CoRR abs/1912.06218 (2019) - 2018
- [c10]Fanyi Xiao, Yong Jae Lee:
Video Object Detection with an Aligned Spatial-Temporal Memory. ECCV (8) 2018: 494-510 - [c9]Wenjian Hu, Krishna Kumar Singh, Fanyi Xiao, Jinyoung Han, Chen-Nee Chuah, Yong Jae Lee:
Who Will Share My Image?: Predicting the Content Diffusion Path in Online Social Networks. WSDM 2018: 252-260 - 2017
- [c8]Fanyi Xiao, Leonid Sigal, Yong Jae Lee:
Weakly-Supervised Visual Grounding of Phrases with Linguistic Structures. CVPR 2017: 5253-5262 - [i5]Fanyi Xiao, Leonid Sigal, Yong Jae Lee:
Weakly-supervised Visual Grounding of Phrases with Linguistic Structures. CoRR abs/1705.01371 (2017) - [i4]Wenjian Hu, Krishna Kumar Singh, Fanyi Xiao, Jinyoung Han, Chen-Nee Chuah, Yong Jae Lee:
Who Will Share My Image? Predicting the Content Diffusion Path in Online Social Networks. CoRR abs/1705.09275 (2017) - [i3]Fanyi Xiao, Yong Jae Lee:
Spatial-Temporal Memory Networks for Video Object Detection. CoRR abs/1712.06317 (2017) - 2016
- [c7]Fanyi Xiao, Yong Jae Lee:
Track and Segment: An Iterative Unsupervised Approach for Video Object Proposals. CVPR 2016: 933-942 - [c6]Krishna Kumar Singh, Fanyi Xiao, Yong Jae Lee:
Track and Transfer: Watching Videos to Simulate Strong Human Supervision for Weakly-Supervised Object Detection. CVPR 2016: 3548-3556 - [i2]Krishna Kumar Singh, Fanyi Xiao, Yong Jae Lee:
Track and Transfer: Watching Videos to Simulate Strong Human Supervision for Weakly-Supervised Object Detection. CoRR abs/1604.05766 (2016) - 2015
- [c5]Fanyi Xiao, Yong Jae Lee:
Discovering the Spatial Extent of Relative Attributes. ICCV 2015: 1458-1466 - [c4]Fanyi Xiao, Martial Hebert:
Efficient Model Evaluation with Bilinear Separation Model. WACV 2015: 789-796 - 2014
- [c3]Zhiding Yu, Chunjing Xu, Deyu Meng, Zhuo Hui, Fanyi Xiao, Wenbo Liu, Jianzhuang Liu:
Transitive Distance Clustering with K-Means Duality. CVPR 2014: 987-994 - [c2]Iljoo Baek, Taylor Stine, Denver Dash, Fanyi Xiao, Yaser Sheikh, Yair Movshovitz-Attias, Mei Chen, Martial Hebert, Takeo Kanade:
Physical querying with multi-modal sensing. WACV 2014: 183-190 - 2013
- [i1]Fanyi Xiao, Ruikun Luo, Zhiding Yu:
Multi-Task Regularization with Covariance Dictionary for Linear Classifiers. CoRR abs/1310.5393 (2013) - 2011
- [c1]Fanyi Xiao, Yixiong Liang, Xiaohui Qu:
Learning Local Binary Patterns with Enhanced Boosting for Face Recognition. CIS 2011: 1154-1158
Coauthor Index
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