Drop to Adapt: Learning Discriminative Features for Unsupervised Domain Adaptation

12 October 2019

Papers citing "Drop to Adapt: Learning Discriminative Features for Unsupervised Domain Adaptation"

43 / 93 papers shown

Title
Divergence Optimization for Noisy Universal Domain Adaptation Qing Yu Atsushi Hashimoto Yoshitaka Ushiku NoLa 62 27 0 01 Apr 2021
Leveraging Self-Supervision for Cross-Domain Crowd Counting Weizhe Liu Nikita Durasov Pascal Fua 97 42 0 30 Mar 2021
RobustNet: Improving Domain Generalization in Urban-Scene Segmentation via Instance Selective Whitening Sungha Choi Sanghun Jung Huiwon Yun J. Kim Seungryong Kim Jaegul Choo 130 292 0 29 Mar 2021
Unsupervised domain adaptation via coarse-to-fine feature alignment method using contrastive learning Shiyu Tang Peijun Tang Yanxiang Gong Zheng Ma M. Xie 51 6 0 23 Mar 2021
Unsupervised Domain Adaptation for Image Classification via Structure-Conditioned Adversarial Learning Haibo Wang Jian Tian Songyuan Li Hanbin Zhao Qi Tian Leilei Gan Xi Li 55 7 0 04 Mar 2021
Cross-View Regularization for Domain Adaptive Panoptic Segmentation Jiaxing Huang Dayan Guan Aoran Xiao Shijian Lu 88 58 0 03 Mar 2021
Domain Impression: A Source Data Free Domain Adaptation Method V. Kurmi Venkatesh Subramanian Vinay P. Namboodiri TTA 217 152 0 17 Feb 2021
Mining Data Impressions from Deep Models as Substitute for the Unavailable Training Data Gaurav Kumar Nayak Konda Reddy Mopuri Saksham Jain Anirban Chakraborty 68 14 0 15 Jan 2021
Source Data-absent Unsupervised Domain Adaptation through Hypothesis Transfer and Labeling Transfer Jian Liang Dapeng Hu Yunbo Wang Ran He Jiashi Feng 216 260 0 14 Dec 2020
The Lottery Tickets Hypothesis for Supervised and Self-supervised Pre-training in Computer Vision Models Tianlong Chen Jonathan Frankle Shiyu Chang Sijia Liu Yang Zhang Michael Carbin Zhangyang Wang 97 123 0 12 Dec 2020
Effective Label Propagation for Discriminative Semi-Supervised Domain Adaptation Zhiyong Huang Kekai Sheng Weiming Dong Xing Mei Chongyang Ma Feiyue Huang D. Zhou Changsheng Xu 137 7 0 04 Dec 2020
Unsupervised Domain Adaptation in Semantic Segmentation via Orthogonal and Clustered Embeddings Marco Toldo Umberto Michieli Pietro Zanuttigh OOD 91 44 0 25 Nov 2020
LiDAM: Semi-Supervised Learning with Localized Domain Adaptation and Iterative Matching Qun Liu Matthew Shreve R. Bala 38 0 0 13 Oct 2020
Domain Agnostic Learning for Unbiased Authentication Jian Liang Yuren Cao Shuang Li Bing Bai Hao Li Fei Wang Kun Bai OOD 60 0 0 11 Oct 2020
Feature Adaptation of Pre-Trained Language Models across Languages and Domains with Robust Self-Training Hai Ye Qingyu Tan Ruidan He Juntao Li Hwee Tou Ng Lidong Bing VLM 80 7 0 24 Sep 2020
Chemical Property Prediction Under Experimental Biases Yang Liu H. Kashima AI4CE 50 1 0 18 Sep 2020
Unsupervised Domain Adaptation by Uncertain Feature Alignment Tobias Ringwald Rainer Stiefelhagen 55 6 0 14 Sep 2020
ePointDA: An End-to-End Simulation-to-Real Domain Adaptation Framework for LiDAR Point Cloud Segmentation Sicheng Zhao Yezhen Wang Yue Liu Bichen Wu Yang Gao Pengfei Xu Trevor Darrell Kurt Keutzer 3DPC 113 94 0 07 Sep 2020
Learning to Balance Specificity and Invariance for In and Out of Domain Generalization Prithvijit Chattopadhyay Yogesh Balaji Judy Hoffman OOD 95 210 0 28 Aug 2020
CSCL: Critical Semantic-Consistent Learning for Unsupervised Domain Adaptation Jiahua Dong Yang Cong Gan Sun Yuyang Liu Xiaowei Xu 86 42 0 24 Aug 2020
Entropy Guided Adversarial Model for Weakly Supervised Object Localization Sabrina Narimene Benassou Wuzhen Shi Feng Jiang GAN AAML WSOL 66 5 0 04 Aug 2020
Deep Co-Training with Task Decomposition for Semi-Supervised Domain Adaptation Luyu Yang Yan Wang M. Gao Abhinav Shrivastava Kilian Q. Weinberger Wei-Lun Chao Ser-Nam Lim OOD 102 75 0 24 Jul 2020
Attract, Perturb, and Explore: Learning a Feature Alignment Network for Semi-supervised Domain Adaptation Taekyung Kim Changick Kim 103 139 0 18 Jul 2020
Unsupervised Domain Attention Adaptation Network for Caricature Attribute Recognition Wen Ji Kelei He Jing Huo Zheng Gu Yang Gao CVBM 87 8 0 18 Jul 2020
Label Propagation with Augmented Anchors: A Simple Semi-Supervised Learning baseline for Unsupervised Domain Adaptation Yabin Zhang Bin Deng Kui Jia Lei Zhang 80 69 0 15 Jul 2020
Self-Challenging Improves Cross-Domain Generalization Zeyi Huang Haohan Wang Eric Xing Dong Huang OOD 102 636 0 05 Jul 2020
Curriculum Manager for Source Selection in Multi-Source Domain Adaptation Luyu Yang Yogesh Balaji Ser-Nam Lim Abhinav Shrivastava 69 112 0 02 Jul 2020
An Overview of Deep Semi-Supervised Learning Yassine Ouali C´eline Hudelot Myriam Tami SSL HAI 131 303 0 09 Jun 2020
Unsupervised Transfer Learning with Self-Supervised Remedy Jiabo Huang S. Gong SSL 100 2 0 08 Jun 2020
ADMP: An Adversarial Double Masks Based Pruning Framework For Unsupervised Cross-Domain Compression Xiaoyu Feng Zhuqing Yuan Guijin Wang Yongpan Liu 46 5 0 07 Jun 2020
Unsupervised Domain Adaptation in Semantic Segmentation: a Review Marco Toldo Andrea Maracani Umberto Michieli Pietro Zanuttigh SSeg 154 185 0 21 May 2020
Super-Resolution Domain Adaptation Networks for Semantic Segmentation via Pixel and Output Level Aligning Junfeng Wu Zhenjie Tang Congán Xu Enhai Liu Long Gao Wenjun Yan OOD 50 6 0 13 May 2020
Unsupervised Domain Adaptation with Multiple Domain Discriminators and Adaptive Self-Training Teo Spadotto Marco Toldo Umberto Michieli Pietro Zanuttigh 75 23 0 27 Apr 2020
Introducing Pose Consistency and Warp-Alignment for Self-Supervised 6D Object Pose Estimation in Color Images Juil Sock Guillermo Garcia-Hernando Anil Armagan Tae-Kyun Kim 67 5 0 27 Mar 2020
Domain Adaptation by Class Centroid Matching and Local Manifold Self-Learning Lei Tian Yongqiang Tang Liangchen Hu Zhida Ren Wensheng Zhang 106 62 0 20 Mar 2020
Cross-domain Self-supervised Learning for Domain Adaptation with Few Source Labels Donghyun Kim Kuniaki Saito Tae-Hyun Oh Bryan A. Plummer Stan Sclaroff Kate Saenko SSL 73 43 0 18 Mar 2020
Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Adaptation Jian Liang Dapeng Hu Jiashi Feng 140 1,255 0 20 Feb 2020
Incremental Unsupervised Domain-Adversarial Training of Neural Networks Antonio Javier Gallego Jorge Calvo-Zaragoza Robert B. Fisher CLL OOD 43 36 0 13 Jan 2020
A simple baseline for domain adaptation using rotation prediction Ajinkya Tejankar Hamed Pirsiavash SSL 67 5 0 26 Dec 2019
Minimum Class Confusion for Versatile Domain Adaptation Ying Jin Ximei Wang Mingsheng Long Jianmin Wang 97 7 0 08 Dec 2019
Transfer Adaptation Learning: A Decade Survey Lei Zhang Xinbo Gao OOD 143 194 0 12 Mar 2019
A Survey of Unsupervised Deep Domain Adaptation Garrett Wilson D. Cook OOD 204 824 0 06 Dec 2018
Adversarial Discriminative Domain Adaptation Eric Tzeng Judy Hoffman Kate Saenko Trevor Darrell GAN OOD 306 4,688 0 17 Feb 2017