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Whole-body pose estimation localizes the human body, hand, face, and foot keypoints in an image.
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
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Deeppose: Human pose estimation via deep neural networks
Alexander Toshev and Christian Szegedy · 2014
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Distilling the knowledge in a neural network
Geoffrey Hinton, Oriol Vinyals, Jeff Dean, et al · 2015
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Deep unsupervised learning using nonequilibrium thermodynamics
Jascha Sohl-Dickstein, Eric Weiss, Niru Maheswaranathan, and Surya Ganguli · 2015
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Realtime multi-person 2d pose estimation using part affinity fields
Zhe Cao, Tomas Simon, Shih-En Wei, and Yaser Sheikh · 2017
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Associative embedding: End-to-end learning for joint detection and grouping
Alejandro Newell, Zhiao Huang, and Jia Deng · 2017
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Simple baselines for human pose estimation and tracking
Bin Xiao, Haiping Wu, and Yichen Wei · 2018
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Hand pose estimation: A survey
Bardia Doosti · 2019
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Single-network whole-body pose estimation
Gines Hidalgo, Yaadhav Raaj, Haroon Idrees, Donglai Xiang, Hanbyul Joo, Tomas Simon, and Yaser Sheikh · 2019
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Mediapipe: A framework for building perception pipelines
Camillo Lugaresi, Jiuqiang Tang, Hadon Nash, Chris McClanahan, Esha Uboweja, Michael Hays, Fan Zhang, Chuo-Ling Chang, Ming Guang Yong, Juhyun Lee, et al · 2019
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Dynamic kernel distillation for efficient pose estimation in videos
Xuecheng Nie, Yuncheng Li, Linjie Luo, Ning Zhang, and Jiashi Feng · 2019
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Pytorch: An imperative style, high-performance deep learning library
Adam Paszke, Sam Gross, Francisco Massa, Adam Lerer, James Bradbury, Gregory Chanan, Trevor Killeen, Zeming Lin, Natalia Gimelshein, Luca Antiga, et al · 2019
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Deep high-resolution representation learning for human pose estimation
Ke Sun, Bin Xiao, Dong Liu, and Jingdong Wang · 2019
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Facial landmark detection: A literature survey
Yue Wu and Qiang Ji · 2019
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Freihand: A dataset for markerless capture of hand pose and shape from single rgb images
Christian Zimmermann, Duygu Ceylan, Jimei Yang, Bryan Russell, Max Argus, and Thomas Brox · 2019
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Openmmlab pose estimation toolbox and benchmark
MMPose Contributors · 2020
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Whole-body human pose estimation in the wild
Sheng Jin, Lumin Xu, Jin Xu, Can Wang, Wentao Liu, Chen Qian, Wanli Ouyang, and Ping Luo · 2020
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Interhand2. 6m: A dataset and baseline for 3d interacting hand pose estimation from a single rgb image
Gyeongsik Moon, Shoou-I Yu, He Wen, Takaaki Shiratori, and Kyoung Mu Lee · 2020
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Distilling object detectors with task adaptive regularization
Ruoyu Sun, Fuhui Tang, Xiaopeng Zhang, Hongkai Xiong, and Qi Tian · 2020
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Grab: A dataset of whole-body human grasping of objects
Omid Taheri, Nima Ghorbani, Michael J Black, and Dimitrios Tzionas · 2020
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Dope: Distillation of part experts for whole-body 3d pose estimation in the wild
Philippe Weinzaepfel, Romain Brégier, Hadrien Combaluzier, Vincent Leroy, and Grégory Rogez · 2020
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Integral knowledge distillation for multi-person pose estimation
Xixia Xu, Qi Zou, Xue Lin, Yaping Huang, and Yi Tian · 2020
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Knowledge distillation via softmax regression representation learning
Jing Yang, Brais Martinez, Adrian Bulat, and Georgios Tzimiropoulos · 2020
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Mediapipe hands: On-device real-time hand tracking
Fan Zhang, Valentin Bazarevsky, Andrey Vakunov, Andrei Tkachenka, George Sung, Chuo-Ling Chang, and Matthias Grundmann · 2020
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Rethinking soft labels for knowledge distillation: A bias–variance tradeoff perspective
Helong Zhou, Liangchen Song, Jiajie Chen, Ye Zhou, Guoli Wang, Junsong Yuan, and Qian Zhang · 2020
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Openpose: realtime multi-person 2d pose estimation using part affinity fields
Zhe Cao, Gines Hidalgo, Tomas Simon, Shih-En Wei, and Yaser Sheikh · 2021
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Yolox: Exceeding yolo series in 2021
Zheng Ge, Songtao Liu, Feng Wang, Zeming Li, and Jian Sun · 2021
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Online knowledge distillation for efficient pose estimation
Zheng Li, Jingwen Ye, Mingli Song, Ying Huang, and Zhigeng Pan · 2021
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Masked generative distillation
Zhendong Yang, Zhe Li, Mingqi Shao, Dachuan Shi, Zehuan Yuan, and Chun Yuan · 2022
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Vitkd: Practical guidelines for vit feature knowledge distillation
Zhendong Yang, Zhe Li, Ailing Zeng, Zexian Li, Chun Yuan, and Yu Li · 2022
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Not all tokens are equal: Human-centric visual analysis via token clustering transformer
Wang Zeng, Sheng Jin, Wentao Liu, Chen Qian, Ping Luo, Wanli Ouyang, and Xiaogang Wang · 2022
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Decoupled knowledge distillation
Borui Zhao, Quan Cui, Renjie Song, Yiyu Qiu, and Jiajun Liang · 2022
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Better teacher better student: Dynamic prior knowledge for knowledge distillation
Martin Zong, Zengyu Qiu, Xinzhu Ma, Kunlin Yang, Chunya Liu, Jun Hou, Shuai Yi, and Wanli Ouyang · 2022
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Channel-wise knowledge distillation for dense prediction
Changyong Shu, Yifan Liu, Jianfei Gao, Zheng Yan, and Chunhua Shen · 2021
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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, and Ling Shao · 2021
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Improving robustness of facial landmark detection by defending against adversarial attacks
Congcong Zhu, Xiaoqiang Li, Jide Li, and Songmin Dai · 2021
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Bevdistill: Cross-modal bev distillation for multi-view 3d object detection
Zehui Chen, Zhenyu Li, Shiquan Zhang, Liangji Fang, Qinhong Jiang, and Feng Zhao · 2022
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Alphapose: Whole-body regional multi-person pose estimation and tracking in real-time
Hao-Shu Fang, Jiefeng Li, Hongyang Tang, Chao Xu, Haoyi Zhu, Yuliang Xiu, Yong-Lu Li, and Cewu Lu · 2022
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Knowledge distillation from a stronger teacher
Tao Huang, Shan You, Fei Wang, Chen Qian, and Chang Xu · 2022
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Towards accurate facial landmark detection via cascaded transformers
Hui Li, Zidong Guo, Seon-Min Rhee, Seungju Han, and Jae-Joon Han · 2022
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Bedlam: A synthetic dataset of bodies exhibiting detailed lifelike animated motion
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Arctic: A dataset for dexterous bimanual hand-object manipulation
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Reconstructing signing avatars from video using linguistic priors
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Generic-to-specific distillation of masked autoencoders
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Rtmpose: Real-time multi-person pose estimation based on mmpose
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HumanSD: A native skeleton-guided diffusion model for human image generation
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Motion-x: A large-scale 3d expressive whole-body human motion dataset
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One-stage 3d whole-body mesh recovery with component aware transformer
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