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The Best of Both Worlds: Combining Model-based and Nonparametric Approaches for 3D Human Body Estimation



Zhe Wang , Jimei Yang , Charless Fowlkes

* CVPR ABAW 2022 

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Task Adaptive Parameter Sharing for Multi-Task Learning



Matthew Wallingford , Hao Li , Alessandro Achille , Avinash Ravichandran , Charless Fowlkes , Rahul Bhotika , Stefano Soatto

* CVPR 2022 Camera Ready. 15 pages, 11 figures 

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GeoFill: Reference-Based Image Inpainting of Scenes with Complex Geometry



Yunhan Zhao , Connelly Barnes , Yuqian Zhou , Eli Shechtman , Sohrab Amirghodsi , Charless Fowlkes

* 17 pages, 11 figures 

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Representation Consolidation for Training Expert Students



Zhizhong Li , Avinash Ravichandran , Charless Fowlkes , Marzia Polito , Rahul Bhotika , Stefano Soatto


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Unsupervised Action Segmentation with Self-supervised Feature Learning and Co-occurrence Parsing



Zhe Wang , Hao Chen , Xinyu Li , Chunhui Liu , Yuanjun Xiong , Joseph Tighe , Charless Fowlkes


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A linearized framework and a new benchmark for model selection for fine-tuning



Aditya Deshpande , Alessandro Achille , Avinash Ravichandran , Hao Li , Luca Zancato , Charless Fowlkes , Rahul Bhotika , Stefano Soatto , Pietro Perona

* 14 pages 

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Exponential Moving Average Normalization for Self-supervised and Semi-supervised Learning



Zhaowei Cai , Avinash Ravichandran , Subhransu Maji , Charless Fowlkes , Zhuowen Tu , Stefano Soatto


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When Perspective Comes for Free: Improving Depth Prediction with Camera Pose Encoding



Yunhan Zhao , Shu Kong , Charless Fowlkes


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Weak Supervision and Referring Attention for Temporal-Textual Association Learning



Zhiyuan Fang , Shu Kong , Zhe Wang , Charless Fowlkes , Yezhou Yang

* 12 pages, 6 figures 

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