Central Moment Discrepancy (CMD) for Domain-Invariant Representation Learning

28 February 2017

Susanne Saminger-Platz

OOD

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Papers citing "Central Moment Discrepancy (CMD) for Domain-Invariant Representation Learning"

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Title
Multiple Classifiers Based Maximum Classifier Discrepancy for Unsupervised Domain Adaptation Yiju Yang Taejoon Kim Guanghui Wang 52 2 0 02 Aug 2021
A Survey on Deep Domain Adaptation and Tiny Object Detection Challenges, Techniques and Datasets Muhammed Muzammul Xi Li ObjD 21 11 0 16 Jul 2021
Source-Free Adaptation to Measurement Shift via Bottom-Up Feature Restoration Cian Eastwood I. Mason Christopher K. I. Williams Bernhard Schölkopf TTA 30 51 0 12 Jul 2021
Learning Invariant Representation with Consistency and Diversity for Semi-supervised Source Hypothesis Transfer Xiaodong Wang Junbao Zhuo Shuhao Cui Shuhui Wang 19 6 0 07 Jul 2021
Unsupervised Multi-Source Domain Adaptation for Person Re-Identification Zechen Bai Zhigang Wang Jian Wang Diangang Hu Errui Ding 105 78 0 27 Apr 2021
Post-Hoc Domain Adaptation via Guided Data Homogenization Kurt Willis Luis Oala 21 4 0 08 Apr 2021
I3Net: Implicit Instance-Invariant Network for Adapting One-Stage Object Detectors Chaoqi Chen Zebiao Zheng Yue Huang Xinghao Ding Yizhou Yu OOD ObjD 35 59 0 25 Mar 2021
ConDA: Continual Unsupervised Domain Adaptation A. M. N. Taufique C. S. Jahan Andreas E. Savakis TTA CLL 22 10 0 19 Mar 2021
In the light of feature distributions: moment matching for Neural Style Transfer Nikolai Kalischek Jan Dirk Wegner Konrad Schindler OOD 30 48 0 12 Mar 2021
Cycle Self-Training for Domain Adaptation Hong Liu Jianmin Wang Mingsheng Long 40 174 0 05 Mar 2021
Learning Invariant Representations across Domains and Tasks Jindong Wang Wenjie Feng Chang-Shu Liu Chaohui Yu Min Du Renjun Xu Tao Qin Tie-Yan Liu OOD 28 3 0 03 Mar 2021
Domain Impression: A Source Data Free Domain Adaptation Method V. Kurmi Venkatesh Subramanian Vinay P. Namboodiri TTA 151 150 0 17 Feb 2021
Deep Visual Domain Adaptation G. Csurka OOD 144 185 0 28 Dec 2020
Improving Unsupervised Domain Adaptation by Reducing Bi-level Feature Redundancy Mengzhu Wang Xiang Zhang L. Lan Wei Wang Huibin Tan Zhigang Luo AI4CE 39 1 0 28 Dec 2020
mDALU: Multi-Source Domain Adaptation and Label Unification with Partial Datasets R. Gong Dengxin Dai Yuhua Chen Wen Li Luc Van Gool 24 22 0 15 Dec 2020
Source Data-absent Unsupervised Domain Adaptation through Hypothesis Transfer and Labeling Transfer Jian Liang Dapeng Hu Yunbo Wang Ran He Jiashi Feng 151 250 0 14 Dec 2020
Teacher-Student Competition for Unsupervised Domain Adaptation Ruixin Xiao Zhilei Liu Baoyuan Wu 23 3 0 19 Oct 2020
Unsupervised Domain Adaptation with Progressive Adaptation of Subspaces Weikai Li Songcan Chen 38 25 0 01 Sep 2020
A Review of Single-Source Deep Unsupervised Visual Domain Adaptation Sicheng Zhao Xiangyu Yue Shanghang Zhang Bo-wen Li Han Zhao ... Ravi Krishna Joseph E. Gonzalez Alberto L. Sangiovanni-Vincentelli S. Seshia Kurt Keutzer 44 264 0 01 Sep 2020
Learning Target Domain Specific Classifier for Partial Domain Adaptation Chuan-Xian Ren Pengfei Ge Peiyi Yang Shuicheng Yan 115 43 0 25 Aug 2020
Dataset Bias in Few-shot Image Recognition Shuqiang Jiang Yaohui Zhu Chenlong Liu Xinhang Song Xiangyang Li Weiqing Min 29 22 0 18 Aug 2020
Domain2Vec: Domain Embedding for Unsupervised Domain Adaptation Xingchao Peng Yichen Li Kate Saenko 22 32 0 17 Jul 2020
Domain Adaptation without Source Data Youngeun Kim Donghyeon Cho Kyeongtak Han Priyadarshini Panda Sungeun Hong TTA 11 174 0 03 Jul 2020
Feature Alignment and Restoration for Domain Generalization and Adaptation Xin Jin Cuiling Lan Wenjun Zeng Zhibo Chen OOD 40 39 0 22 Jun 2020
Disentanglement for Discriminative Visual Recognition Xiaofeng Liu DRL 27 6 0 14 Jun 2020
MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis Devamanyu Hazarika Roger Zimmermann Soujanya Poria 21 676 0 07 May 2020
Generative Adversarial Networks (GANs Survey): Challenges, Solutions, and Future Directions Divya Saxena Jiannong Cao AAML AI4CE 26 287 0 30 Apr 2020
FDA: Fourier Domain Adaptation for Semantic Segmentation Yanchao Yang Stefano Soatto OOD 36 884 0 11 Apr 2020
Inter-Region Affinity Distillation for Road Marking Segmentation Yuenan Hou Zheng Ma Chunxiao Liu Tak-Wai Hui Chen Change Loy 36 121 0 11 Apr 2020
Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Adaptation Jian Liang Dapeng Hu Jiashi Feng 50 1,210 0 20 Feb 2020
On generalization in moment-based domain adaptation Werner Zellinger Bernhard A. Moser Susanne Saminger-Platz 14 9 0 19 Feb 2020
Enlarging Discriminative Power by Adding an Extra Class in Unsupervised Domain Adaptation H. Tran Sumyeong Ahn Taeyoung Lee Yung Yi 21 2 0 19 Feb 2020
Multi-Source Domain Adaptation for Text Classification via DistanceNet-Bandits Han Guo Ramakanth Pasunuru Joey Tianyi Zhou 30 114 0 13 Jan 2020
Dual Adversarial Domain Adaptation Yuntao Du Z. Tan Qian Chen Xiaowen Zhang Yirong Yao Chong-Jun Wang 9 10 0 01 Jan 2020
HoMM: Higher-order Moment Matching for Unsupervised Domain Adaptation Chao Chen Zhihang Fu Zhihong Chen Sheng Jin Zhaowei Cheng Xinyu Jin Xiansheng Hua 22 196 0 27 Dec 2019
Correlation-aware Adversarial Domain Adaptation and Generalization Mohammad Mahfujur Rahman Clinton Fookes Mahsa Baktash Sridha Sridharan OOD 17 144 0 29 Nov 2019
A Comprehensive Survey on Transfer Learning Fuzhen Zhuang Zhiyuan Qi Keyu Duan Dongbo Xi Yongchun Zhu Hengshu Zhu Hui Xiong Qing He 61 4,350 0 07 Nov 2019
Unsupervised Multi-Domain Multimodal Image-to-Image Translation with Explicit Domain-Constrained Disentanglement Weihao Xia Yujiu Yang Jing-Hao Xue 29 15 0 02 Nov 2019
Class-imbalanced Domain Adaptation: An Empirical Odyssey Shuhan Tan Xingchao Peng Kate Saenko OOD 27 11 0 23 Oct 2019
Transfer Learning with Dynamic Adversarial Adaptation Network Chaohui Yu Jindong Wang Yiqiang Chen Meiyu Huang TTA OOD 24 296 0 18 Sep 2019
Blending-target Domain Adaptation by Adversarial Meta-Adaptation Networks Ziliang Chen Jingyu Zhuang Xiaodan Liang Liang Lin OOD 33 83 0 08 Jul 2019
Tackling Partial Domain Adaptation with Self-Supervision S. Bucci A. DÍnnocente Tatiana Tommasi 19 20 0 12 Jun 2019
Unsupervised Domain Adaptation via Regularized Conditional Alignment Safa Cicek Stefano Soatto OOD 42 118 0 26 May 2019
Learning Smooth Representation for Unsupervised Domain Adaptation Guanyu Cai Lianghua He Mengchu Zhou H. Alhumade D. Hu 27 16 0 26 May 2019
Domain Agnostic Learning with Disentangled Representations Xingchao Peng Zijun Huang Ximeng Sun Kate Saenko OOD DRL 18 258 0 28 Apr 2019
Sliced Wasserstein Discrepancy for Unsupervised Domain Adaptation Chen-Yu Lee Tanmay Batra M. H. Baig Daniel Ulbricht 42 538 0 10 Mar 2019
Unsupervised Visual Domain Adaptation: A Deep Max-Margin Gaussian Process Approach Minyoung Kim Pritish Sahu Behnam Gholami Vladimir Pavlovic OOD 14 45 0 23 Feb 2019
A review of domain adaptation without target labels Wouter M. Kouw Marco Loog OOD VLM 15 478 0 16 Jan 2019
TWINs: Two Weighted Inconsistency-reduced Networks for Partial Domain Adaptation Toshihiko Matsuura Kuniaki Saito Tatsuya Harada 24 13 0 18 Dec 2018
Moment Matching for Multi-Source Domain Adaptation Xingchao Peng Qinxun Bai Xide Xia Zijun Huang Kate Saenko Bo Wang OOD 74 1,754 0 04 Dec 2018