Instance-aware Model Ensemble With Distillation For Unsupervised Domain
Adaptation

Instance-aware Model Ensemble With Distillation For Unsupervised Domain Adaptation

15 November 2022

Tao Chen

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Papers citing "Instance-aware Model Ensemble With Distillation For Unsupervised Domain Adaptation"

18 / 18 papers shown

Title
MDFlow: Unsupervised Optical Flow Learning by Reliable Mutual Knowledge Distillation Lingtong Kong J. Yang 54 26 0 11 Nov 2022
A Closer Look at Smoothness in Domain Adversarial Training Harsh Rangwani Sumukh K Aithal Mayank Mishra Arihant Jain R. Venkatesh Babu 101 122 0 16 Jun 2022
TVT: Transferable Vision Transformer for Unsupervised Domain Adaptation Jinyu Yang Jingjing Liu N. Xu Junzhou Huang 80 127 0 12 Aug 2021
Student Network Learning via Evolutionary Knowledge Distillation Kangkai Zhang Chunhui Zhang Shikun Li Dan Zeng Shiming Ge 56 85 0 23 Mar 2021
Towards Understanding Ensemble, Knowledge Distillation and Self-Distillation in Deep Learning Zeyuan Allen-Zhu Yuanzhi Li FedML 128 374 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 670 41,430 0 22 Oct 2020
Sharpness-Aware Minimization for Efficiently Improving Generalization Pierre Foret Ariel Kleiner H. Mobahi Behnam Neyshabur AAML 199 1,358 0 03 Oct 2020
Unsupervised Multi-Target Domain Adaptation Through Knowledge Distillation Le Thanh Nguyen-Meidine Atif Bela M. Kiran Jose Dolz Louis-Antoine Blais-Morin Eric Granger 68 84 0 14 Jul 2020
Domain Adaptive Ensemble Learning Kaiyang Zhou Yongxin Yang Yu Qiao Tao Xiang OOD 204 280 0 16 Mar 2020
Ensemble Knowledge Distillation for Learning Improved and Efficient Networks Umar Asif Jianbin Tang S. Harrer FedML 61 75 0 17 Sep 2019
Highlight Every Step: Knowledge Distillation via Collaborative Teaching Haoran Zhao Xin Sun Junyu Dong Changrui Chen Zihe Dong 71 59 0 23 Jul 2019
Contrastive Adaptation Network for Unsupervised Domain Adaptation Guoliang Kang Lu Jiang Yi Yang Alexander G. Hauptmann 112 839 0 04 Jan 2019
Deep Transfer Learning with Joint Adaptation Networks Mingsheng Long Hanhua Zhu Jianmin Wang Michael I. Jordan TTA 96 2,460 0 21 May 2016
Unsupervised Domain Adaptation with Residual Transfer Networks Mingsheng Long Hanjing Zhu Jianmin Wang Michael I. Jordan OOD 93 1,491 0 14 Feb 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,426 0 10 Dec 2015
Domain-Adversarial Training of Neural Networks Yaroslav Ganin E. Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette M. Marchand Victor Lempitsky GAN OOD 390 9,515 0 28 May 2015
Distilling the Knowledge in a Neural Network Geoffrey E. Hinton Oriol Vinyals J. Dean FedML 364 19,733 0 09 Mar 2015
Learning Transferable Features with Deep Adaptation Networks Mingsheng Long Yue Cao Jianmin Wang Michael I. Jordan OOD 223 5,211 0 10 Feb 2015