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Deep Long-Tailed Learning: A Survey


Oct 09, 2021
Yifan Zhang, Bingyi Kang, Bryan Hooi, Shuicheng Yan, Jiashi Feng


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Efficient Sharpness-aware Minimization for Improved Training of Neural Networks


Oct 07, 2021
Jiawei Du, Hanshu Yan, Jiashi Feng, Joey Tianyi Zhou, Liangli Zhen, Rick Siow Mong Goh, Vincent Y. F. Tan


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PnP-DETR: Towards Efficient Visual Analysis with Transformers


Sep 16, 2021
Tao Wang, Li Yuan, Yunpeng Chen, Jiashi Feng, Shuicheng Yan

* accepted by ICCV 2021 

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Voxel Transformer for 3D Object Detection


Sep 13, 2021
Jiageng Mao, Yujing Xue, Minzhe Niu, Haoyue Bai, Jiashi Feng, Xiaodan Liang, Hang Xu, Chunjing Xu

* To appear at ICCV 2021 

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DHA: End-to-End Joint Optimization of Data Augmentation Policy, Hyper-parameter and Architecture


Sep 13, 2021
Kaichen Zhou, Lanqing Hong, Shoukang Hu, Fengwei Zhou, Binxin Ru, Jiashi Feng, Zhenguo Li


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Triplet Contrastive Learning for Brain Tumor Classification


Aug 08, 2021
Tian Yu Liu, Jiashi Feng


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Test-Agnostic Long-Tailed Recognition by Test-Time Aggregating Diverse Experts with Self-Supervision


Jul 20, 2021
Yifan Zhang, Bryan Hooi, Lanqing Hong, Jiashi Feng


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Towards Better Laplacian Representation in Reinforcement Learning with Generalized Graph Drawing


Jul 12, 2021
Kaixin Wang, Kuangqi Zhou, Qixin Zhang, Jie Shao, Bryan Hooi, Jiashi Feng

* ICML 2021 

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Recovering the Unbiased Scene Graphs from the Biased Ones


Jul 05, 2021
Meng-Jiun Chiou, Henghui Ding, Hanshu Yan, Changhu Wang, Roger Zimmermann, Jiashi Feng

* Accepted by ACMMM 2021. Source code will be available at https://github.com/coldmanck/recovering-unbiased-scene-graphs 

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VOLO: Vision Outlooker for Visual Recognition


Jun 28, 2021
Li Yuan, Qibin Hou, Zihang Jiang, Jiashi Feng, Shuicheng Yan

* code: https://github.com/sail-sg/volo 

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LV-BERT: Exploiting Layer Variety for BERT


Jun 25, 2021
Weihao Yu, Zihang Jiang, Fei Chen, Qibin Hou, Jiashi Feng

* Accepted to Findings of ACL 2021. The code and pre-trained models are available at https://github.com/yuweihao/LV-BERT 

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Vision Permutator: A Permutable MLP-Like Architecture for Visual Recognition


Jun 23, 2021
Qibin Hou, Zihang Jiang, Li Yuan, Ming-Ming Cheng, Shuicheng Yan, Jiashi Feng

* 9 pages 

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No Fear of Heterogeneity: Classifier Calibration for Federated Learning with Non-IID Data


Jun 09, 2021
Mi Luo, Fei Chen, Dapeng Hu, Yifan Zhang, Jian Liang, Jiashi Feng

* 21 pages 

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Refiner: Refining Self-attention for Vision Transformers


Jun 07, 2021
Daquan Zhou, Yujun Shi, Bingyi Kang, Weihao Yu, Zihang Jiang, Yuan Li, Xiaojie Jin, Qibin Hou, Jiashi Feng


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Image-to-Video Generation via 3D Facial Dynamics


May 31, 2021
Xiaoguang Tu, Yingtian Zou, Jian Zhao, Wenjie Ai, Jian Dong, Yuan Yao, Zhikang Wang, Guodong Guo, Zhifeng Li, Wei Liu, Jiashi Feng


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PSGAN++: Robust Detail-Preserving Makeup Transfer and Removal


May 26, 2021
Si Liu, Wentao Jiang, Chen Gao, Ran He, Jiashi Feng, Bo Li, Shuicheng Yan

* Accepted by TPAMI 2021 

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ST-HOI: A Spatial-Temporal Baseline for Human-Object Interaction Detection in Videos


May 25, 2021
Meng-Jiun Chiou, Chun-Yu Liao, Li-Wei Wang, Roger Zimmermann, Jiashi Feng

* Accepted at ACM ICMR'21 Workshop on Intelligent Cross-Data Analysis and Retrieval. The dataset and source code are available at https://github.com/coldmanck/VidHOI 

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Joint Face Image Restoration and Frontalization for Recognition


May 12, 2021
Xiaoguang Tu, Jian Zhao, Qiankun Liu, Wenjie Ai, Guodong Guo, Zhifeng Li, Wei Liu, Jiashi Feng

* 14 pages, 9 figures 

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Continual Learning via Bit-Level Information Preserving


May 10, 2021
Yujun Shi, Li Yuan, Yunpeng Chen, Jiashi Feng

* CVPR2021 

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Body Meshes as Points


May 06, 2021
Jianfeng Zhang, Dongdong Yu, Jun Hao Liew, Xuecheng Nie, Jiashi Feng

* To appear at CVPR 2021 

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PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose Estimation


May 06, 2021
Kehong Gong, Jianfeng Zhang, Jiashi Feng

* CVPR 2021 Oral Paper, code available: https://github.com/jfzhang95/PoseAug 

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How Well Self-Supervised Pre-Training Performs with Streaming Data?


Apr 25, 2021
Dapeng Hu, Qizhengqiu Lu, Lanqing Hong, Hailin Hu, Yifan Zhang, Zhenguo Li, Alfred Shen, Jiashi Feng

* 16 pages; 16figures 

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Token Labeling: Training a 85.4% Top-1 Accuracy Vision Transformer with 56M Parameters on ImageNet


Apr 23, 2021
Zihang Jiang, Qibin Hou, Li Yuan, Daquan Zhou, Xiaojie Jin, Anran Wang, Jiashi Feng


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DeepViT: Towards Deeper Vision Transformer


Apr 19, 2021
Daquan Zhou, Bingyi Kang, Xiaojie Jin, Linjie Yang, Xiaochen Lian, Zihang Jiang, Qibin Hou, Jiashi Feng


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Distill and Fine-tune: Effective Adaptation from a Black-box Source Model


Apr 04, 2021
Jian Liang, Dapeng Hu, Ran He, Jiashi Feng


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Augmented Transformer with Adaptive Graph for Temporal Action Proposal Generation


Mar 30, 2021
Shuning Chang, Pichao Wang, Fan Wang, Hao Li, Jiashi Feng

* 12 pagess, 4 figures 

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