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Model pre-training is essential in human-centric perception.
Imagenet: A large-scale hierarchical image database
Jia Deng, Wei Dong, Richard Socher, Li-Jia Li, Kai Li, and Li Fei-Fei · 2009
Earlier work this paper cites.
Long short-term memory
Alex Graves and Alex Graves · 2012
Earlier work this paper cites.
Articulated human detection with flexible mixtures of parts
Yi Yang and Deva Ramanan · 2012
Earlier work this paper cites.
2d human pose estimation: New benchmark and state of the art analysis
Mykhaylo Andriluka, Leonid Pishchulin, Peter Gehler, and Bernt Schiele · 2014
Earlier work this paper cites.
Pedestrian attribute recognition at far distance
Yubin Deng, Ping Luo, Chen Change Loy, and Xiaoou Tang · 2014
Earlier work this paper cites.
Microsoft coco: Common objects in context
Tsung-Yi Lin, Michael Maire, Serge Belongie, James Hays, Pietro Perona, Deva Ramanan, Piotr Dollár, and C Lawrence Zitnick · 2014
Earlier work this paper cites.
Scalable person re-identification: A benchmark
Liang Zheng, Liyue Shen, Lu Tian, Shengjin Wang, Jingdong Wang, and Qi Tian · 2015
Earlier work this paper cites.
Realtime multi-person 2d pose estimation using part affinity fields
Zhe Cao, Tomas Simon, Shih-En Wei, and Yaser Sheikh · 2017
Earlier work this paper cites.
Look into person: Self-supervised structure-sensitive learning and a new benchmark for human parsing
Ke Gong, Xiaodan Liang, Dongyu Zhang, Xiaohui Shen, and Liang Lin · 2017
Earlier work this paper cites.
Person search with natural language description
Shuang Li, Tong Xiao, Hongsheng Li, Bolei Zhou, Dayu Yue, and Xiaogang Wang · 2017
Earlier work this paper cites.
Hydraplus-net: Attentive deep features for pedestrian analysis
Xihui Liu, Haiyu Zhao, Maoqing Tian, Lu Sheng, Jing Shao, Shuai Yi, Junjie Yan, and Xiaogang Wang · 2017
Earlier work this paper cites.
Sgdr: Stochastic gradient descent with warm restarts
Ilya Loshchilov and Frank Hutter · 2017
Earlier work this paper cites.
Pose-driven deep convolutional model for person re-identification
Chi Su, Jianing Li, Shiliang Zhang, Junliang Xing, Wen Gao, and Qi Tian · 2017
Earlier work this paper cites.
Attention is all you need
Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N Gomez, Łukasz Kaiser, and Illia Polosukhin · 2017
Earlier work this paper cites.
Ai challenger: A large-scale dataset for going deeper in image understanding
Jiahong Wu, He Zheng, Bo Zhao, Yixin Li, Baoming Yan, Rui Liang, Wenjia Wang, Shipei Zhou, Guosen Lin, Yanwei Fu, et al · 2017
Earlier work this paper cites.
Bert: Pre-training of deep bidirectional transformers for language understanding
Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova · 2018
Earlier work this paper cites.
A richly annotated pedestrian dataset for person retrieval in real surveillance scenarios
Dangwei Li, Zhang Zhang, Xiaotang Chen, and Kaiqi Huang · 2018
Earlier work this paper cites.
Representation learning with contrastive predictive coding
Aaron van den Oord, Yazhe Li, and Oriol Vinyals · 2018
Earlier work this paper cites.
Recovering accurate 3d human pose in the wild using imus and a moving camera
Timo Von Marcard, Roberto Henschel, Michael J Black, Bodo Rosenhahn, and Gerard Pons-Moll · 2018
Earlier work this paper cites.
Person transfer gan to bridge domain gap for person re-identification
Longhui Wei, Shiliang Zhang, Wen Gao, and Qi Tian · 2018
Earlier work this paper cites.
Simple baselines for human pose estimation and tracking
Bin Xiao, Haiping Wu, and Yichen Wei · 2018
Earlier work this paper cites.
Learning to reconstruct 3d human pose and shape via model-fitting in the loop
Nikos Kolotouros, Georgios Pavlakos, Michael J Black, and Kostas Daniilidis · 2019
Earlier work this paper cites.
Decoupled weight decay regularization
Ilya Loshchilov and Frank Hutter · 2019
Earlier work this paper cites.
Expressive body capture: 3d hands, face, and body from a single image
Georgios Pavlakos, Vasileios Choutas, Nima Ghorbani, Timo Bolkart, Ahmed AA Osman, Dimitrios Tzionas, and Michael J Black · 2019
Earlier work this paper cites.
Auto-reid: Searching for a part-aware convnet for person re-identification
Ruijie Quan, Xuanyi Dong, Yu Wu, Linchao Zhu, and Yi Yang · 2019
Earlier work this paper cites.
Deep high-resolution representation learning for human pose estimation
Ke Sun, Bin Xiao, Dong Liu, and Jingdong Wang · 2019
Earlier work this paper cites.
Improving pedestrian attribute recognition with weakly-supervised multi-scale attribute-specific localization
Chufeng Tang, Lu Sheng, Zhaoxiang Zhang, and Xiaolin Hu · 2019
Earlier work this paper cites.
Self-training with progressive augmentation for unsupervised cross-domain person re-identification
Xinyu Zhang, Jiewei Cao, Chunhua Shen, and Mingyu You · 2019
Earlier work this paper cites.
A simple framework for contrastive learning of visual representations
Ting Chen, Simon Kornblith, Mohammad Norouzi, and Geoffrey Hinton · 2020
Earlier work this paper cites.
Improved baselines with momentum contrastive learning
Xinlei Chen, Haoqi Fan, Ross Girshick, and Kaiming He · 2020
Earlier work this paper cites.
Pose2mesh: Graph convolutional network for 3d human pose and mesh recovery from a 2d human pose
Hongsuk Choi, Gyeongsik Moon, and Kyoung Mu Lee · 2020
Earlier work this paper cites.
An image is worth 16x16 words: Transformers for image recognition at scale
Alexey Dosovitskiy, Lucas Beyer, Alexander Kolesnikov, Dirk Weissenborn, Xiaohua Zhai, Thomas Unterthiner, Mostafa Dehghani, Matthias Minderer, Georg Heigold, Sylvain Gelly, et al · 2020
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Bootstrap your own latent-a new approach to self-supervised learning
Jean-Bastien Grill, Florian Strub, Florent Altché, Corentin Tallec, Pierre Richemond, Elena Buchatskaya, Carl Doersch, Bernardo Avila Pires, Zhaohan Guo, Mohammad Gheshlaghi Azar, et al · 2020
Cited alongside, same era.
Momentum contrast for unsupervised visual representation learning
Kaiming He, Haoqi Fan, Yuxin Wu, Saining Xie, and Ross Girshick · 2020
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I2l-meshnet: Image-to-lixel prediction network for accurate 3d human pose and mesh estimation from a single rgb image
Gyeongsik Moon and Kyoung Mu Lee · 2020
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Neuralannot: Neural annotator for in-the-wild expressive 3d human pose and mesh training sets
Learning disentangled attribute representations for robust pedestrian attribute recognition
Jian Jia, Naiyu Gao, Fei He, Xiaotang Chen, and Kaiqi Huang · 2022
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What to hide from your students: Attention-guided masked image modeling
Ioannis Kakogeorgiou, Spyros Gidaris, Bill Psomas, Yannis Avrithis, Andrei Bursuc, Konstantinos Karantzalos, and Nikos Komodakis · 2022
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Semmae: Semantic-guided masking for learning masked autoencoders
Gang Li, Heliang Zheng, Daqing Liu, Chaoyue Wang, Bing Su, and Changwen Zheng · 2022
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Learning semantic-aligned feature representation for text-based person search
Shiping Li, Min Cao, and Min Zhang · 2022
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Label2label: A language modeling framework for multi-attribute learning
Wanhua Li, Zhexuan Cao, Jianjiang Feng, Jie Zhou, and Jiwen Lu · 2022
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Gyeongsik Moon and Kyoung Mu Lee · 2020
Cited alongside, same era.
Beit: Bert pre-training of image transformers
Hangbo Bao, Li Dong, Songhao Piao, and Furu Wei · 2021
Cited alongside, same era.
Emerging properties in self-supervised vision transformers
Mathilde Caron, Hugo Touvron, Ishan Misra, Hervé Jégou, Julien Mairal, Piotr Bojanowski, and Armand Joulin · 2021
Cited alongside, same era.
Exploring simple siamese representation learning
Xinlei Chen and Kaiming He · 2021
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An empirical study of training self-supervised vision transformers
Xinlei Chen, Saining Xie, and Kaiming He · 2021
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Semantically self-aligned network for text-to-image part-aware person re-identification
Zefeng Ding, Changxing Ding, Zhiyin Shao, and Dacheng Tao · 2021
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Reconstructing 3d human pose by watching humans in the mirror
Qi Fang, Qing Shuai, Junting Dong, Hujun Bao, and Xiaowei Zhou · 2021
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Unsupervised pre-training for person re-identification
Dengpan Fu, Dongdong Chen, Jianmin Bao, Hao Yang, Lu Yuan, Lei Zhang, Houqiang Li, and Dong Chen · 2021
Cited alongside, same era.
Exploring plain vision transformer backbones for object detection
Yanghao Li, Hanzi Mao, Ross Girshick, and Kaiming He · 2022
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Improving pre-trained masked autoencoder via locality enhancement for person re-identification
Yanzuo Lu, Manlin Zhang, Yiqi Lin, Andy J Ma, Xiaohua Xie, and Jianhuang Lai · 2022
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Beit v2: Masked image modeling with vector-quantized visual tokenizers
Zhiliang Peng, Li Dong, Hangbo Bao, Qixiang Ye, and Furu Wei · 2022
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Learning granularity-unified representations for text-to-image person re-identification
Zhiyin Shao, Xinyu Zhang, Meng Fang, Zhifeng Lin, Jian Wang, and Changxing Ding · 2022
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A simple and robust correlation filtering method for text-based person search
Wei Suo, Mengyang Sun, Kai Niu, Yiqi Gao, Peng Wang, Yanning Zhang, and Qi Wu · 2022
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Videomae: Masked autoencoders are data-efficient learners for self-supervised video pre-training
Zhan Tong, Yibing Song, Jue Wang, and Limin Wang · 2022
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Caibc: Capturing all-round information beyond color for text-based person retrieval
Zijie Wang, Aichun Zhu, Jingyi Xue, Xili Wan, Chao Liu, Tian Wang, and Yifeng Li · 2022
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Look before you leap: Improving text-based person retrieval by learning a consistent cross-modal common manifold
Zijie Wang, Aichun Zhu, Jingyi Xue, Xili Wan, Chao Liu, Tian Wang, and Yifeng Li · 2022
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Masked feature prediction for self-supervised visual pre-training
Chen Wei, Haoqi Fan, Saining Xie, Chao-Yuan Wu, Alan Yuille, and Christoph Feichtenhofer · 2022
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Mvp: Multimodality-guided visual pre-training
Longhui Wei, Lingxi Xie, Wengang Zhou, Houqiang Li, and Qi Tian · 2022
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Simmim: A simple framework for masked image modeling
Zhenda Xie, Zheng Zhang, Yue Cao, Yutong Lin, Jianmin Bao, Zhuliang Yao, Qi Dai, and Han Hu · 2022
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Vitpose: Simple vision transformer baselines for human pose estimation
Yufei Xu, Jing Zhang, Qiming Zhang, and Dacheng Tao · 2022
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Unleashing potential of unsupervised pre-training with intra-identity regularization for person re-identification
Zizheng Yang, Xin Jin, Kecheng Zheng, and Feng Zhao · 2022
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Implicit sample extension for unsupervised person re-identification
Xinyu Zhang, Dongdong Li, Zhigang Wang, Jian Wang, Errui Ding, Javen Qinfeng Shi, Zhaoxiang Zhang, and Jingdong Wang · 2022
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Pass: Part-aware self-supervised pre-training for person re-identification
Kuan Zhu, Haiyun Guo, Tianyi Yan, Yousong Zhu, Jinqiao Wang, and Ming Tang · 2022
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Improving masked autoencoders by learning where to mask
Haijian Chen, Wendong Zhang, Yunbo Wang, and Xiaokang Yang · 2023
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Beyond appearance: a semantic controllable self-supervised learning framework for human-centric visual tasks
Weihua Chen, Xianzhe Xu, Jian Jia, Hao Luo, Yaohua Wang, Fan Wang, Rong Jin, and Xiuyu Sun · 2023
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Liftedcl: Lifting contrastive learning for human-centric perception
Ziwei Chen, Qiang Li, Xiaofeng Wang, and Wankou Yang · 2023
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Unihcp: A unified model for human-centric perceptions
Yuanzheng Ci, Yizhou Wang, Meilin Chen, Shixiang Tang, Lei Bai, Feng Zhu, Rui Zhao, Fengwei Yu, Donglian Qi, and Wanli Ouyang · 2023
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Humans in 4d: Reconstructing and tracking humans with transformers
Shubham Goel, Georgios Pavlakos, Jathushan Rajasegaran, Angjoo Kanazawa, and Jitendra Malik · 2023
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Unified pre-training with pseudo texts for text-to-image person re-identification
Zhiyin Shao, Xinyu Zhang, Changxing Ding, Jian Wang, and Jingdong Wang · 2023
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Humanbench: Towards general human-centric perception with projector assisted pretraining
Shixiang Tang, Cheng Chen, Qingsong Xie, Meilin Chen, Yizhou Wang, Yuanzheng Ci, Lei Bai, Feng Zhu, Haiyang Yang, Li Yi, et al · 2023
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Hard patches mining for masked image modeling
Haochen Wang, Kaiyou Song, Junsong Fan, Yuxi Wang, Jin Xie, and Zhaoxiang Zhang · 2023
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Contextual image masking modeling via synergized contrasting without view augmentation for faster and better visual pretraining
Shaofeng Zhang, Feng Zhu, Rui Zhao, and Junchi Yan · 2023
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CAE v2: Context autoencoder with CLIP latent alignment
Xinyu Zhang, Jiahui Chen, Junkun Yuan, Qiang Chen, Jian Wang, Xiaodi Wang, Shumin Han, Xiaokang Chen, Jimin Pi, Kun Yao, Junyu Han, Errui Ding, and Jingdong Wang · 2023
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