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1st Place Solution of The Robust Vision Challenge 2022 Semantic Segmentation Track


Nov 07, 2022
Junfei Xiao, Zhichao Xu, Shiyi Lan, Zhiding Yu, Alan Yuille, Anima Anandkumar

* The Winning Solution to The Robust Vision Challenge 2022 Semantic Segmentation Track 

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Test-Time Prompt Tuning for Zero-Shot Generalization in Vision-Language Models


Sep 15, 2022
Manli Shu, Weili Nie, De-An Huang, Zhiding Yu, Tom Goldstein, Anima Anandkumar, Chaowei Xiao

* NeurIPS 2022 

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PointDP: Diffusion-driven Purification against Adversarial Attacks on 3D Point Cloud Recognition


Aug 21, 2022
Jiachen Sun, Weili Nie, Zhiding Yu, Z. Morley Mao, Chaowei Xiao


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MinVIS: A Minimal Video Instance Segmentation Framework without Video-based Training


Aug 03, 2022
De-An Huang, Zhiding Yu, Anima Anandkumar


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How Much More Data Do I Need? Estimating Requirements for Downstream Tasks


Jul 13, 2022
Rafid Mahmood, James Lucas, David Acuna, Daiqing Li, Jonah Philion, Jose M. Alvarez, Zhiding Yu, Sanja Fidler, Marc T. Law

* Accepted to CVPR 2022 

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Bongard-HOI: Benchmarking Few-Shot Visual Reasoning for Human-Object Interactions


May 27, 2022
Huaizu Jiang, Xiaojian Ma, Weili Nie, Zhiding Yu, Yuke Zhu, Anima Anandkumar

* CVPR 2022 (oral); Code: https://github.com/NVlabs/Bongard-HOI 

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Understanding The Robustness in Vision Transformers


Apr 27, 2022
Daquan Zhou, Zhiding Yu, Enze Xie, Chaowei Xiao, Anima Anandkumar, Jiashi Feng, Jose M. Alvarez


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RelViT: Concept-guided Vision Transformer for Visual Relational Reasoning


Apr 24, 2022
Xiaojian Ma, Weili Nie, Zhiding Yu, Huaizu Jiang, Chaowei Xiao, Yuke Zhu, Song-Chun Zhu, Anima Anandkumar

* ICLR 2022 

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M$^2$BEV: Multi-Camera Joint 3D Detection and Segmentation with Unified Birds-Eye View Representation


Apr 19, 2022
Enze Xie, Zhiding Yu, Daquan Zhou, Jonah Philion, Anima Anandkumar, Sanja Fidler, Ping Luo, Jose M. Alvarez

* Tech Report 

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