Deep Mutual Learning

1 June 2017

Ying Zhang

Tao Xiang

Timothy M. Hospedales

Huchuan Lu

FedML

ArXiv PDF HTML

Papers citing "Deep Mutual Learning"

50 / 710 papers shown

Title
Omni-Scale Feature Learning for Person Re-Identification Kaiyang Zhou Yongxin Yang Andrea Cavallaro Tao Xiang 30 821 0 02 May 2019
Interpretable and Generalizable Person Re-Identification with Query-Adaptive Convolution and Temporal Lifting Tianran Ouyang Ling Shao OOD 22 8 0 23 Apr 2019
Knowledge Distillation via Route Constrained Optimization Xiao Jin Baoyun Peng Yichao Wu Yu Liu Jiaheng Liu Ding Liang Junjie Yan Xiaolin Hu 20 169 0 19 Apr 2019
Feature Fusion for Online Mutual Knowledge Distillation Jangho Kim Minsung Hyun Inseop Chung Nojun Kwak FedML 31 91 0 19 Apr 2019
Spatiotemporal Knowledge Distillation for Efficient Estimation of Aerial Video Saliency Jia Li K. Fu Shengwei Zhao Shiming Ge 43 26 0 10 Apr 2019
Rain Oér Me: Synthesizing real rain to derain with data distillation Huangxing Lin Yanlong Li Xinghao Ding Xueyang Fu Yue Huang John Paisley DD 16 25 0 09 Apr 2019
Ultrafast Video Attention Prediction with Coupled Knowledge Distillation K. Fu Peipei Shi Yafei Song Shiming Ge Xiangju Lu Jia Li 27 10 0 09 Apr 2019
Learning Metrics from Teachers: Compact Networks for Image Embedding Lu Yu V. O. Yazici Xialei Liu Joost van de Weijer Yongmei Cheng Arnau Ramisa 19 105 0 07 Apr 2019
Correlation Congruence for Knowledge Distillation Baoyun Peng Xiao Jin Jiaheng Liu Shunfeng Zhou Yichao Wu Yu Liu Dongsheng Li Zhaoning Zhang 63 507 0 03 Apr 2019
Pedestrian re-identification based on Tree branch network with local and global learning Hui Li Meng Yang Zhihui Lai Weishi Zheng Zitong Yu 13 10 0 31 Mar 2019
Improving Route Choice Models by Incorporating Contextual Factors via Knowledge Distillation Qun Liu S. Mukhopadhyay Yimin Zhu Ravindra Gudishala Sanaz Saeidi Alimire Nabijiang 11 6 0 27 Mar 2019
Multilingual Neural Machine Translation with Knowledge Distillation Xu Tan Yi Ren Di He Tao Qin Zhou Zhao Tie-Yan Liu 25 248 0 27 Feb 2019
Improved Knowledge Distillation via Teacher Assistant Seyed Iman Mirzadeh Mehrdad Farajtabar Ang Li Nir Levine Akihiro Matsukawa H. Ghasemzadeh 53 1,067 0 09 Feb 2019
Distilling Policy Distillation Wojciech M. Czarnecki Razvan Pascanu Simon Osindero Siddhant M. Jayakumar G. Swirszcz Max Jaderberg 24 132 0 06 Feb 2019
Episodic Training for Domain Generalization Da Li Jianshu Zhang Yongxin Yang Cong Liu Yi-Zhe Song Timothy M. Hospedales OOD 45 445 0 31 Jan 2019
Discovering Underlying Person Structure Pattern with Relative Local Distance for Person Re-identification Guangcong Wang Jianhuang Lai Zhenyu Xie Xiaohua Xie 24 7 0 29 Jan 2019
Backbone Can Not be Trained at Once: Rolling Back to Pre-trained Network for Person Re-Identification Youngmin Ro Jongwon Choi D. Jo Byeongho Heo Jongin Lim J. Choi 27 16 0 18 Jan 2019
Certainty Driven Consistency Loss on Multi-Teacher Networks for Semi-Supervised Learning Lu Liu R. Tan 27 32 0 17 Jan 2019
EANet: Enhancing Alignment for Cross-Domain Person Re-identification Houjing Huang Wenjie Yang Xiaotang Chen Xin Zhao Kaiqi Huang Jinbin Lin Guan Huang Dalong Du OOD 6 86 0 29 Dec 2018
TWINs: Two Weighted Inconsistency-reduced Networks for Partial Domain Adaptation Toshihiko Matsuura Kuniaki Saito Tatsuya Harada 27 13 0 18 Dec 2018
Optimizing speed/accuracy trade-off for person re-identification via knowledge distillation Idoia Ruiz Bogdan Raducanu Rakesh Mehta J. Amores 21 12 0 07 Dec 2018
Knockoff Nets: Stealing Functionality of Black-Box Models Tribhuvanesh Orekondy Bernt Schiele Mario Fritz MLAU 36 526 0 06 Dec 2018
Snapshot Distillation: Teacher-Student Optimization in One Generation Chenglin Yang Lingxi Xie Chi Su Alan Yuille 18 193 0 01 Dec 2018
Factorized Distillation: Training Holistic Person Re-identification Model by Distilling an Ensemble of Partial ReID Models Pengyuan Ren Jianmin Li 25 9 0 20 Nov 2018
Fast Human Pose Estimation Feng Zhang Xiatian Zhu Mao Ye 3DH 35 236 0 13 Nov 2018
NeXtVLAD: An Efficient Neural Network to Aggregate Frame-level Features for Large-scale Video Classification Rongcheng Lin Jing Xiao Jianping Fan VLM 27 103 0 12 Nov 2018
Pyramidal Person Re-IDentification via Multi-Loss Dynamic Training Feng Zheng Cheng Deng Xing Sun Xinyang Jiang Xiaowei Guo Zongqiao Yu Feiyue Huang Rongrong Ji 24 24 0 29 Oct 2018
Learning with privileged information via adversarial discriminative modality distillation Nuno C. Garcia Pietro Morerio Vittorio Murino 27 67 0 19 Oct 2018
DT-LET: Deep Transfer Learning by Exploring where to Transfer Jianzhe Lin Qi. Wang Rabab Ward Z. J. Wang 18 27 0 23 Sep 2018
In Defense of the Classification Loss for Person Re-Identification Y. Zhai Xun Guo Yan Lu Houqiang Li 18 56 0 16 Sep 2018
MotherNets: Rapid Deep Ensemble Learning Abdul Wasay Brian Hentschel Yuze Liao Sanyuan Chen Stratos Idreos 14 35 0 12 Sep 2018
Unsupervised Person Re-identification by Deep Learning Tracklet Association Minxian Li Xiatian Zhu S. Gong 19 227 0 08 Sep 2018
Query Attack via Opposite-Direction Feature:Towards Robust Image Retrieval Zhedong Zheng Liang Zheng Yi Yang Zhilan Hu AAML 28 24 0 07 Sep 2018
Support Neighbor Loss for Person Re-Identification Kai Li Zhengming Ding Kunpeng Li Yulun Zhang Y. Fu 14 37 0 18 Aug 2018
Adversarial Vision Challenge Wieland Brendel Jonas Rauber Alexey Kurakin Nicolas Papernot Behar Veliqi M. Salathé Sharada Mohanty Matthias Bethge AAML 33 58 0 06 Aug 2018
Person Search by Multi-Scale Matching Xu Lan Xiatian Zhu S. Gong 20 143 0 23 Jul 2018
Discriminative Feature Learning with Foreground Attention for Person Re-Identification Sanping Zhou Jinjun Wang Deyu Meng Yudong Liang Yihong Gong N. Zheng CVBM 21 60 0 04 Jul 2018
SphereReID: Deep Hypersphere Manifold Embedding for Person Re-Identification Xing Fan Wei Jiang Hao Luo Mengjuan Fei 24 199 0 02 Jul 2018
Knowledge Distillation by On-the-Fly Native Ensemble Xu Lan Xiatian Zhu S. Gong 212 474 0 12 Jun 2018
Mix&Match - Agent Curricula for Reinforcement Learning Wojciech M. Czarnecki Siddhant M. Jayakumar Max Jaderberg Leonard Hasenclever Yee Whye Teh Simon Osindero N. Heess Razvan Pascanu 8 71 0 05 Jun 2018
Adaptive Importance Learning for Improving Lightweight Image Super-resolution Network Lei Zhang Peng Wang Chunhua Shen Lingqiao Liu Wei Wei Yanning Zhang Anton van den Hengel SupR 36 41 0 05 Jun 2018
Collaborative Learning for Deep Neural Networks Guocong Song Wei Chai FedML 21 192 0 30 May 2018
An Evaluation of Deep CNN Baselines for Scene-Independent Person Re-Identification P. Marchwica Michael Jamieson P. Siva 3DPC BDL 30 6 0 16 May 2018
Knowledge Distillation in Generations: More Tolerant Teachers Educate Better Students Chenglin Yang Lingxi Xie Siyuan Qiao Alan Yuille 35 135 0 15 May 2018
Part-Aligned Bilinear Representations for Person Re-identification Yumin Suh Jingdong Wang Siyu Tang Tao Mei Kyoung Mu Lee 32 510 0 19 Apr 2018
Large scale distributed neural network training through online distillation Rohan Anil Gabriel Pereyra Alexandre Passos Róbert Ormándi George E. Dahl Geoffrey E. Hinton FedML 278 404 0 09 Apr 2018
Learning Discriminative Features with Multiple Granularities for Person Re-Identification Guanshuo Wang Yufeng Yuan Xiong Chen Jiwei Li Xi Zhou OOD 36 1,305 0 04 Apr 2018
Dual Attention Matching Network for Context-Aware Feature Sequence based Person Re-Identification Jianlou Si Honggang Zhang Chun-Guang Li Jason Kuen Xiangfei Kong Alex C. Kot G. Wang 33 464 0 27 Mar 2018
Person re-identification with fusion of hand-crafted and deep pose-based body region features Jubin Johnson Shunsuke Yasugi Yoichiro Sugino Sugiri Pranata Shengmei Shen CVBM 17 12 0 27 Mar 2018
Multi-Level Factorisation Net for Person Re-Identification Xiaobin Chang Timothy M. Hospedales Tao Xiang 28 503 0 24 Mar 2018