Adept: Annotation-Denoising Auxiliary Tasks with Discrete Cosine Transform Map and Keypoint for Human-Centric Pretraining

29 April 2025

Papers citing "Adept: Annotation-Denoising Auxiliary Tasks with Discrete Cosine Transform Map and Keypoint for Human-Centric Pretraining"

45 / 45 papers shown

Title
Instruct-ReID++: Towards Universal Purpose Instruction-Guided Person Re-identification Weizhen He Yiheng Deng Yunfeng Yan Feng Zhu Yizhou Wang Lei Bai Qingsong Xie Donglian Qi Wanli Ouyang Shixiang Tang 139 3 0 28 May 2024
Enhancing Long-Term Person Re-Identification Using Global, Local Body Part, and Head Streams Duy Tran Thanh Yeejin Lee Byeongkeun Kang 96 2 0 05 Mar 2024
Facing the Elephant in the Room: Visual Prompt Tuning or Full Finetuning? Cheng Han Qifan Wang Yiming Cui Wenguan Wang Lifu Huang Siyuan Qi Dongfang Liu VLM 137 22 0 23 Jan 2024
Instruct-ReID: A Multi-purpose Person Re-identification Task with Instructions Weizhen He Yihe Deng Shixiang Tang Qihao Chen Qingsong Xie ... Feng Zhu Rui Zhao Wanli Ouyang Donglian Qi Yunfeng Yan 113 24 0 13 Jun 2023
TransFlow: Transformer as Flow Learner Yawen Lu Qifan Wang Siqi Ma Tong Geng Victor Y. Chen Huaijin Chen Dongfang Liu ViT 80 50 0 23 Apr 2023
HumanBench: Towards General Human-centric Perception with Projector Assisted Pretraining Shixiang Tang Cheng Chen Qingsong Xie Meilin Chen Yizhou Wang ... Feng Zhu Haiyang Yang Li Yi Rui Zhao Wanli Ouyang VLM 95 36 0 10 Mar 2023
UniHCP: A Unified Model for Human-Centric Perceptions Yuanzheng Ci Yizhou Wang Meilin Chen Shixiang Tang Lei Bai Feng Zhu Rui Zhao F. Yu Donglian Qi Wanli Ouyang 130 52 0 06 Mar 2023
Structure-Encoding Auxiliary Tasks for Improved Visual Representation in Vision-and-Language Navigation Chia-Wen Kuo Chih-Yao Ma Judy Hoffman Z. Kira 70 10 0 20 Nov 2022
VICRegL: Self-Supervised Learning of Local Visual Features Adrien Bardes Jean Ponce Yann LeCun SSL 93 126 0 04 Oct 2022
Towards Unbiased Label Distribution Learning for Facial Pose Estimation Using Anisotropic Spherical Gaussian Zhiwen Cao Dongfang Liu Qifan Wang Victor Y. Chen CVBM 33 17 0 19 Aug 2022
ViTPose: Simple Vision Transformer Baselines for Human Pose Estimation Yufei Xu Jing Zhang Qiming Zhang Dacheng Tao ViT 83 537 0 26 Apr 2022
MultiMAE: Multi-modal Multi-task Masked Autoencoders Roman Bachmann David Mizrahi Andrei Atanov Amir Zamir 129 277 0 04 Apr 2022
Versatile Multi-Modal Pre-Training for Human-Centric Perception Fangzhou Hong Liang Pan Zhongang Cai Ziwei Liu VLM 69 24 0 25 Mar 2022
An End-to-End Transformer Model for Crowd Localization Dingkang Liang Wei Xu Xiang Bai 50 123 0 26 Feb 2022
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 475 7,819 0 11 Nov 2021
Omnidata: A Scalable Pipeline for Making Multi-Task Mid-Level Vision Datasets from 3D Scans Ainaz Eftekhar Alexander Sax Roman Bachmann Jitendra Malik Amir Zamir MedIm 97 300 0 11 Oct 2021
Rethinking Counting and Localization in Crowds:A Purely Point-Based Framework Qingyu Song Changan Wang Zhengkai Jiang Yabiao Wang Ying Tai Chengjie Wang Jilin Li Feiyue Huang Yang Wu 74 266 0 27 Jul 2021
SimCC: a Simple Coordinate Classification Perspective for Human Pose Estimation Yanjie Li Sen Yang Peidong Liu Shoukui Zhang Yunxiao Wang Zhicheng Wang Wankou Yang Shutao Xia 3DH 66 130 0 07 Jul 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 711 6,127 0 29 Apr 2021
Auxiliary Tasks and Exploration Enable ObjectNav Joel Ye Dhruv Batra Abhishek Das Erik Wijmans 85 100 0 08 Apr 2021
Vision Transformers for Dense Prediction René Ranftl Alexey Bochkovskiy V. Koltun ViT MDE 138 1,746 0 24 Mar 2021
Cluster Contrast for Unsupervised Person Re-Identification Zuozhuo Dai Guangyuan Wang Weihao Yuan Xiaoli Liu Siyu Zhu P. Tan 63 215 0 22 Mar 2021
Generating Images with Sparse Representations C. Nash Jacob Menick Sander Dieleman Peter W. Battaglia 83 211 0 05 Mar 2021
Few-shot Conformal Prediction with Auxiliary Tasks Adam Fisch Tal Schuster Tommi Jaakkola Regina Barzilay 365 56 0 17 Feb 2021
TransReID: Transformer-based Object Re-Identification Shuting He Haowen Luo Pichao Wang F. Wang Hao Li Wei Jiang ViT 273 819 0 08 Feb 2021
DenserNet: Weakly Supervised Visual Localization Using Multi-scale Feature Aggregation Dongfang Liu Yiming Cui Liqi Yan Christos Mousas B. Yang Yingjie Chen 147 126 0 04 Dec 2020
Propagate Yourself: Exploring Pixel-Level Consistency for Unsupervised Visual Representation Learning Zhenda Xie Yutong Lin Zheng Zhang Yue Cao Stephen Lin Han Hu SSL 114 415 0 19 Nov 2020
DCT-Mask: Discrete Cosine Transform Mask Representation for Instance Segmentation Xing Shen Jirui Yang Chunbo Wei Bing Deng Jianqiang Huang Xiansheng Hua Xiaoliang Cheng K. Liang ISeg 47 64 0 19 Nov 2020
Auxiliary Task Reweighting for Minimum-data Learning Baifeng Shi Judy Hoffman Kate Saenko Trevor Darrell Huijuan Xu MoMe 65 33 0 16 Oct 2020
Identity-Guided Human Semantic Parsing for Person Re-Identification Kuan Zhu Haiyun Guo Zhiwei Liu Ming Tang Jinqiao Wang 258 289 0 27 Jul 2020
Self-Supervised MultiModal Versatile Networks Jean-Baptiste Alayrac Adrià Recasens R. Schneider Relja Arandjelović Jason Ramapuram J. Fauw Lucas Smaira Sander Dieleman Andrew Zisserman SSL 142 375 0 29 Jun 2020
Bootstrap your own latent: A new approach to self-supervised Learning Jean-Bastien Grill Florian Strub Florent Altché Corentin Tallec Pierre Harvey Richemond ... M. G. Azar Bilal Piot Koray Kavukcuoglu Rémi Munos Michal Valko SSL 395 6,837 0 13 Jun 2020
FDA: Fourier Domain Adaptation for Semantic Segmentation Yanchao Yang Stefano Soatto OOD 89 898 0 11 Apr 2020
Adapting Object Detectors with Conditional Domain Normalization Peng Su Kun Wang Xingyu Zeng Shixiang Tang Dapeng Chen Di Qiu Xiaogang Wang 169 86 0 16 Mar 2020
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 492 3,443 0 09 Mar 2020
Learning in the Frequency Domain Kai Xu Minghai Qin Fei Sun Yuhao Wang Yen-kuang Chen Fengbo Ren 90 406 0 27 Feb 2020
A Simple Framework for Contrastive Learning of Visual Representations Ting-Li Chen Simon Kornblith Mohammad Norouzi Geoffrey E. Hinton SSL 378 18,866 0 13 Feb 2020
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 393 3,627 0 20 Aug 2019
Contrastive Multiview Coding Yonglong Tian Dilip Krishnan Phillip Isola SSL 174 2,409 0 13 Jun 2019
Instance-level Human Parsing via Part Grouping Network Ke Gong Xiaodan Liang Yicheng Li Yimin Chen Ming-Hsuan Yang Liang Lin 3DH 88 334 0 01 Aug 2018
Auxiliary Tasks in Multi-task Learning Lukas Liebel Marco Körner SSL 55 253 0 16 May 2018
DensePose: Dense Human Pose Estimation In The Wild R. Güler Natalia Neverova Iasonas Kokkinos 3DH 288 1,407 0 01 Feb 2018
Person Transfer GAN to Bridge Domain Gap for Person Re-Identification Longhui Wei Shiliang Zhang Wen Gao Q. Tian GAN 104 1,670 0 23 Nov 2017
AI Challenger : A Large-scale Dataset for Going Deeper in Image Understanding Jiahong Wu He Zheng Bo Zhao Yixin Li Baoming Yan ... Shipei Zhou G. Lin Yanwei Fu Yizhou Wang Yonggang Wang VLM 84 152 0 17 Nov 2017
Look into Person: Self-supervised Structure-sensitive Learning and A New Benchmark for Human Parsing Ke Gong Xiaodan Liang Dongyu Zhang Xiaohui Shen Liang Lin SSL 53 477 0 16 Mar 2017