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Exploring Simple 3D Multi-Object Tracking for Autonomous Driving

Aug 23, 2021
Chenxu Luo, Xiaodong Yang, Alan Yuille

* ICCV 2021 

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Locally Enhanced Self-Attention: Rethinking Self-Attention as Local and Context Terms

Jul 12, 2021
Chenglin Yang, Siyuan Qiao, Adam Kortylewski, Alan Yuille

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Progressive Stage-wise Learning for Unsupervised Feature Representation Enhancement

Jun 11, 2021
Zefan Li, Chenxi Liu, Alan Yuille, Bingbing Ni, Wenjun Zhang, Wen Gao

* Accepted by the IEEE conference on computer vision and pattern recognition. 2021 

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Simulated Adversarial Testing of Face Recognition Models

Jun 08, 2021
Nataniel Ruiz, Adam Kortylewski, Weichao Qiu, Cihang Xie, Sarah Adel Bargal, Alan Yuille, Stan Sclaroff

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Glance-and-Gaze Vision Transformer

Jun 04, 2021
Qihang Yu, Yingda Xia, Yutong Bai, Yongyi Lu, Alan Yuille, Wei Shen

* codes and models will be made available at 

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Rethinking Re-Sampling in Imbalanced Semi-Supervised Learning

Jun 01, 2021
Ju He, Adam Kortylewski, Shaokang Yang, Shuai Liu, Cheng Yang, Changhu Wang, Alan Yuille

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Visual analogy: Deep learning versus compositional models

May 14, 2021
Nicholas Ichien, Qing Liu, Shuhao Fu, Keith J. Holyoak, Alan Yuille, Hongjing Lu

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Auto-FedAvg: Learnable Federated Averaging for Multi-Institutional Medical Image Segmentation

Apr 20, 2021
Yingda Xia, Dong Yang, Wenqi Li, Andriy Myronenko, Daguang Xu, Hirofumi Obinata, Hitoshi Mori, Peng An, Stephanie Harmon, Evrim Turkbey, Baris Turkbey, Bradford Wood, Francesca Patella, Elvira Stellato, Gianpaolo Carrafiello, Anna Ierardi, Alan Yuille, Holger Roth

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Self-Supervised Pillar Motion Learning for Autonomous Driving

Apr 18, 2021
Chenxu Luo, Xiaodong Yang, Alan Yuille

* cvpr2021 

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A-SDF: Learning Disentangled Signed Distance Functions for Articulated Shape Representation

Apr 15, 2021
Jiteng Mu, Weichao Qiu, Adam Kortylewski, Alan Yuille, Nuno Vasconcelos, Xiaolong Wang

* Our project page is available at: 

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DualNorm-UNet: Incorporating Global and Local Statistics for Robust Medical Image Segmentation

Mar 29, 2021
Junfei Xiao, Lequan Yu, Lei Xing, Alan Yuille, Yuyin Zhou

* code available at 

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TransFG: A Transformer Architecture for Fine-grained Recognition

Mar 28, 2021
Ju He, Jie-Neng Chen, Shuai Liu, Adam Kortylewski, Cheng Yang, Yutong Bai, Changhu Wang, Alan Yuille

* Release official PyTorch implementation of the paper 

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CGPart: A Part Segmentation Dataset Based on 3D Computer Graphics Models

Mar 25, 2021
Qing Liu, Adam Kortylewski, Zhishuai Zhang, Zizhang Li, Mengqi Guo, Qihao Liu, Xiaoding Yuan, Jiteng Mu, Weichao Qiu, Alan Yuille

* 18 pages, 10 figures 

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Weakly Supervised Instance Segmentation for Videos with Temporal Mask Consistency

Mar 23, 2021
Qing Liu, Vignesh Ramanathan, Dhruv Mahajan, Alan Yuille, Zhenheng Yang

* 14 pages, 8 figures, accepted by CVPR 2021 

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Understanding Catastrophic Forgetting and Remembering in Continual Learning with Optimal Relevance Mapping

Feb 22, 2021
Prakhar Kaushik, Alex Gain, Adam Kortylewski, Alan Yuille

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CReST: A Class-Rebalancing Self-Training Framework for Imbalanced Semi-Supervised Learning

Feb 18, 2021
Chen Wei, Kihyuk Sohn, Clayton Mellina, Alan Yuille, Fan Yang

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Occluded Video Instance Segmentation

Feb 08, 2021
Jiyang Qi, Yan Gao, Yao Hu, Xinggang Wang, Xiaoyu Liu, Xiang Bai, Serge Belongie, Alan Yuille, Philip H. S. Torr, Song Bai

* 10 pages, 11 figures 

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NeMo: Neural Mesh Models of Contrastive Features for Robust 3D Pose Estimation

Feb 04, 2021
Angtian Wang, Adam Kortylewski, Alan Yuille

* Accepted by ICLR 2021. Code is publicly available 

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COMPAS: Representation Learning with Compositional Part Sharing for Few-Shot Classification

Jan 28, 2021
Ju He, Adam Kortylewski, Alan Yuille

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Meticulous Object Segmentation

Dec 13, 2020
Chenglin Yang, Yilin Wang, Jianming Zhang, He Zhang, Zhe Lin, Alan Yuille

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Mask Guided Matting via Progressive Refinement Network

Dec 12, 2020
Qihang Yu, Jianming Zhang, He Zhang, Yilin Wang, Zhe Lin, Ning Xu, Yutong Bai, Alan Yuille

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ViP-DeepLab: Learning Visual Perception with Depth-aware Video Panoptic Segmentation

Dec 09, 2020
Siyuan Qiao, Yukun Zhu, Hartwig Adam, Alan Yuille, Liang-Chieh Chen

* Video: GitHub: 

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Robust Instance Segmentation through Reasoning about Multi-Object Occlusion

Dec 03, 2020
Xiaoding Yuan, Adam Kortylewski, Yihong Sun, Alan Yuille

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