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Not All Tokens Are Equal: Human-centric Visual Analysis via Token Clustering Transformer

19 April 2022

Wentao Liu

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Papers citing "Not All Tokens Are Equal: Human-centric Visual Analysis via Token Clustering Transformer"

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Title
Image Recognition with Online Lightweight Vision Transformer: A Survey Zherui Zhang Rongtao Xu Jie Zhou Changwei Wang Xingtian Pei ... Jiguang Zhang Li Guo Longxiang Gao Wenyuan Xu Shibiao Xu ViT 473 0 0 06 May 2025
HGFormer: Topology-Aware Vision Transformer with HyperGraph Learning Hao Wang Shuo Zhang Biao Leng ViT 257 1 0 03 Apr 2025
Rethinking Early-Fusion Strategies for Improved Multimodal Image Segmentation Zhengwen Shen Yulian Li Han Zhang Yuchen Weng Jun Wang 81 0 0 19 Jan 2025
Pose Magic: Efficient and Temporally Consistent Human Pose Estimation with a Hybrid Mamba-GCN Network Xinyi Zhang Qiqi Bao Qinpeng Cui Wenming Yang Qingmin Liao 3DH Mamba 82 2 0 06 Aug 2024
PAFUSE: Part-based Diffusion for 3D Whole-Body Pose Estimation Nermin Samet Cédric Rommel David Picard Eduardo Valle DiffM 83 0 0 14 Jul 2024
HRFormer: High-Resolution Transformer for Dense Prediction Yuhui Yuan Rao Fu Lang Huang Weihong Lin Chao Zhang Xilin Chen Jingdong Wang ViT 87 233 0 18 Oct 2021
Learning to Regress Bodies from Images using Differentiable Semantic Rendering Sai Kumar Dwivedi Nikos Athanasiou Muhammed Kocabas Michael J. Black 3DH 71 55 0 07 Oct 2021
PnP-DETR: Towards Efficient Visual Analysis with Transformers Tao Wang Li Yuan Yunpeng Chen Jiashi Feng Shuicheng Yan ViT 68 87 0 15 Sep 2021
Graph-Based 3D Multi-Person Pose Estimation Using Multi-View Images Size Wu Sheng Jin Wentao Liu Lei Bai Chao Qian Dong Liu Wanli Ouyang 3DH 67 47 0 13 Sep 2021
Vision Transformer with Progressive Sampling Xiaoyu Yue Shuyang Sun Zhanghui Kuang Meng Wei Philip Torr Wayne Zhang Dahua Lin ViT 78 85 0 03 Aug 2021
Human Pose Regression with Residual Log-likelihood Estimation Jiefeng Li Siyuan Bian Ailing Zeng Can Wang Bo Pang Wentao Liu Cewu Lu 54 197 0 23 Jul 2021
DynamicViT: Efficient Vision Transformers with Dynamic Token Sparsification Yongming Rao Wenliang Zhao Benlin Liu Jiwen Lu Jie Zhou Cho-Jui Hsieh ViT 90 699 0 03 Jun 2021
ViPNAS: Efficient Video Pose Estimation via Neural Architecture Search Lumin Xu Yingda Guan Sheng Jin Wentao Liu Chao Qian Ping Luo Wanli Ouyang Xiaogang Wang 74 53 0 21 May 2021
When Human Pose Estimation Meets Robustness: Adversarial Algorithms and Benchmarks Jiahang Wang Sheng Jin Wentao Liu Weizhong Liu Chao Qian Ping Luo AAML 58 58 0 13 May 2021
Evaluating Neural Word Embeddings for Sanskrit Kevin Qinghong Lin Om Adideva Digumarthi Komal Laxmidhar Behera Pawan Goyal 84 12 0 01 Apr 2021
CvT: Introducing Convolutions to Vision Transformers Haiping Wu Bin Xiao Noel Codella Mengchen Liu Xiyang Dai Lu Yuan Lei Zhang ViT 152 1,910 0 29 Mar 2021
TFPose: Direct Human Pose Estimation with Transformers Wei Mao Yongtao Ge Chunhua Shen Zhi Tian Xinlong Wang Zhibin Wang ViT 84 88 0 29 Mar 2021
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows Ze Liu Yutong Lin Yue Cao Han Hu Yixuan Wei Zheng Zhang Stephen Lin B. Guo ViT 450 21,439 0 25 Mar 2021
3D Human Pose Estimation with Spatial and Temporal Transformers Ce Zheng Sijie Zhu Matías Mendieta Taojiannan Yang Chong Chen Zhengming Ding ViT 123 452 0 18 Mar 2021
Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions Wenhai Wang Enze Xie Xiang Li Deng-Ping Fan Kaitao Song Ding Liang Tong Lu Ping Luo Ling Shao ViT 530 3,724 0 24 Feb 2021
Tokens-to-Token ViT: Training Vision Transformers from Scratch on ImageNet Li-xin Yuan Yunpeng Chen Tao Wang Weihao Yu Yujun Shi Zihang Jiang Francis E. H. Tay Jiashi Feng Shuicheng Yan ViT 133 1,939 0 28 Jan 2021
Training data-efficient image transformers & distillation through attention Hugo Touvron Matthieu Cord Matthijs Douze Francisco Massa Alexandre Sablayrolles Hervé Jégou ViT 387 6,768 0 23 Dec 2020
End-to-End Human Pose and Mesh Reconstruction with Transformers Kevin Qinghong Lin Lijuan Wang Zicheng Liu ViT 74 626 0 17 Dec 2020
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 657 41,103 0 22 Oct 2020
Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose Hongsuk Choi Gyeongsik Moon Kyoung Mu Lee 3DH 61 383 0 20 Aug 2020
I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image Gyeongsik Moon Kyoung Mu Lee 3DH 90 427 0 09 Aug 2020
Differentiable Hierarchical Graph Grouping for Multi-Person Pose Estimation Sheng Jin Wentao Liu Enze Xie Wenhai Wang Chao Qian Wanli Ouyang Ping Luo 3DH 84 126 0 23 Jul 2020
Whole-Body Human Pose Estimation in the Wild Sheng Jin Lumin Xu Jin Xu Can Wang Wentao Liu Chao Qian Wanli Ouyang Ping Luo 3DH 190 247 0 23 Jul 2020
3D Human Mesh Regression with Dense Correspondence Wang Zeng Wanli Ouyang Ping Luo Wentao Liu Xiaogang Wang 3DH 36 95 0 10 Jun 2020
Exemplar Fine-Tuning for 3D Human Model Fitting Towards In-the-Wild 3D Human Pose Estimation Hanbyul Joo Natalia Neverova Andrea Vedaldi 3DH 50 155 0 07 Apr 2020
Weakly Supervised 3D Human Pose and Shape Reconstruction with Normalizing Flows Andrei Zanfir Eduard Gabriel Bazavan Hongyi Xu Bill Freeman Rahul Sukthankar C. Sminchisescu 3DH 67 135 0 23 Mar 2020
TRB: A Novel Triplet Representation for Understanding 2D Human Body Haodong Duan Kwan-Yee Lin Sheng Jin Wentao Liu Chao Qian Wanli Ouyang 3DH 46 17 0 25 Oct 2019
Single-Network Whole-Body Pose Estimation Gines Hidalgo Yaadhav Raaj Haroon Idrees Donglai Xiang Hanbyul Joo Tomas Simon Yaser Sheikh 3DH 164 101 0 30 Sep 2019
Learning to Reconstruct 3D Human Pose and Shape via Model-fitting in the Loop Nikos Kolotouros Georgios Pavlakos Michael J. Black Kostas Daniilidis 3DH 101 987 0 27 Sep 2019
HigherHRNet: Scale-Aware Representation Learning for Bottom-Up Human Pose Estimation Bowen Cheng Bin Xiao Jingdong Wang Humphrey Shi Thomas S. Huang Lei Zhang 3DH 67 676 0 27 Aug 2019
Deep High-Resolution Representation Learning for Visual Recognition Jingdong Wang Ke Sun Tianheng Cheng Borui Jiang Chaorui Deng ... Yadong Mu Mingkui Tan Xinggang Wang Wenyu Liu Bin Xiao 391 3,614 0 20 Aug 2019
CutMix: Regularization Strategy to Train Strong Classifiers with Localizable Features Sangdoo Yun Dongyoon Han Seong Joon Oh Sanghyuk Chun Junsuk Choe Y. Yoo OOD 619 4,780 0 13 May 2019
Convolutional Mesh Regression for Single-Image Human Shape Reconstruction Nikos Kolotouros Georgios Pavlakos Kostas Daniilidis 3DH 89 527 0 08 May 2019
Multi-person Articulated Tracking with Spatial and Temporal Embeddings Sheng Jin Wentao Liu Wanli Ouyang Chao Qian 108 75 0 21 Mar 2019
Deep High-Resolution Representation Learning for Human Pose Estimation Ke Sun Bin Xiao Dong Liu Jingdong Wang 3DV 128 4,056 0 25 Feb 2019
OpenPose: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields Zhe Cao Gines Hidalgo Tomas Simon S. Wei Yaser Sheikh 3DH CVBM 124 4,592 0 18 Dec 2018
Hierarchical Graph Representation Learning with Differentiable Pooling Rex Ying Jiaxuan You Christopher Morris Xiang Ren William L. Hamilton J. Leskovec GNN 297 2,148 0 22 Jun 2018
Look at Boundary: A Boundary-Aware Face Alignment Algorithm Wayne Wu Chao Qian Shuo Yang Quan Wang Yici Cai Qiang-feng Zhou CVBM 3DV 75 438 0 26 May 2018
Simple Baselines for Human Pose Estimation and Tracking Bin Xiao Haiping Wu Yichen Wei 3DH VOT 121 1,792 0 17 Apr 2018
BodyNet: Volumetric Inference of 3D Human Body Shapes Gül Varol Duygu Ceylan Bryan C. Russell Jimei Yang Ersin Yumer Ivan Laptev Cordelia Schmid 3DH 43 430 0 13 Apr 2018
End-to-end Recovery of Human Shape and Pose Angjoo Kanazawa Michael J. Black David Jacobs Jitendra Malik 3DH 210 1,796 0 18 Dec 2017
Wing Loss for Robust Facial Landmark Localisation with Convolutional Neural Networks Zhenhua Feng J. Kittler Muhammad Awais P. Huber Xiaojun Wu CVBM 56 399 0 17 Nov 2017
mixup: Beyond Empirical Risk Minimization Hongyi Zhang Moustapha Cissé Yann N. Dauphin David Lopez-Paz NoLa 280 9,764 0 25 Oct 2017
Random Erasing Data Augmentation Zhun Zhong Liang Zheng Guoliang Kang Shaozi Li Yi Yang 90 3,637 0 16 Aug 2017
Learning Feature Pyramids for Human Pose Estimation Wei Yang Shuang Li Wanli Ouyang Hongsheng Li Xiaogang Wang 3DH 72 491 0 03 Aug 2017