Unsupervised Domain Adaptation with Residual Transfer Networks

14 February 2016

Papers citing "Unsupervised Domain Adaptation with Residual Transfer Networks"

50 / 208 papers shown

Title
Learning Disentangled Semantic Representation for Domain Adaptation Ruichu Cai Zijian Li Pengfei Wei Jie Qiao Kun Zhang Z. Hao OOD DRL 14 128 0 22 Dec 2020
Heuristic Domain Adaptation Shuhao Cui Xuan Jin Shuhui Wang Yuan He Qingming Huang 30 49 0 30 Nov 2020
Unsupervised Domain Adaptation in Semantic Segmentation via Orthogonal and Clustered Embeddings Marco Toldo Umberto Michieli Pietro Zanuttigh OOD 26 44 0 25 Nov 2020
Against Adversarial Learning: Naturally Distinguish Known and Unknown in Open Set Domain Adaptation Sitong Mao Xiao Shen K. F. Chung 9 0 0 04 Nov 2020
Casting a BAIT for Offline and Online Source-free Domain Adaptation Shiqi Yang Yaxing Wang Joost van de Weijer Luis Herranz Shangling Jui TTA 82 45 0 23 Oct 2020
Deep Adversarial Transition Learning using Cross-Grafted Generative Stacks Jinyong Hou Xuejie Ding Stephen Cranefield Jeremiah D. Deng GAN 20 7 0 25 Sep 2020
My Health Sensor, my Classifier: Adapting a Trained Classifier to Unlabeled End-User Data K. Nikolaidis Stein Kristiansen T. Plagemann V. Goebel Knut Liestøl ... G. Traaen Britt Overland Harriet Akre L. Aakerøy S. Steinshamn OOD 37 1 0 22 Sep 2020
Collaborative Training between Region Proposal Localization and Classification for Domain Adaptive Object Detection Ganlong Zhao Guanbin Li Ruijia Xu Liang Lin ObjD 8 104 0 17 Sep 2020
Conditional Coupled Generative Adversarial Networks for Zero-Shot Domain Adaptation Jinghua Wang Jianmin Jiang GAN 18 35 0 11 Sep 2020
Adversarial Learning for Zero-shot Domain Adaptation Jinghua Wang Jianmin Jiang GAN 29 15 0 11 Sep 2020
Semantically Adaptive Image-to-image Translation for Domain Adaptation of Semantic Segmentation Luigi Musto Andrea Zinelli VLM 30 36 0 02 Sep 2020
Cross-regional oil palm tree counting and detection via multi-level attention domain adaptation network Juepeng Zheng H. Fu Weijia Li Wenzhao Wu Yi Zhao Runmin Dong Le Yu 19 65 0 26 Aug 2020
Associative Partial Domain Adaptation Youngeun Kim Sungeun Hong Seunghan Yang Sungil Kang Yunho Jeon Jiwon Kim 22 7 0 07 Aug 2020
Pooling Regularized Graph Neural Network for fMRI Biomarker Analysis Xiaoxiao Li Yuan Zhou Nicha Dvornek Muhan Zhang Juntang Zhuang P. Ventola James S Duncan 16 57 0 29 Jul 2020
Learning to Combine: Knowledge Aggregation for Multi-Source Domain Adaptation Hang Wang Minghao Xu Bingbing Ni Wenjun Zhang 8 105 0 17 Jul 2020
Self-Supervised Policy Adaptation during Deployment Nicklas Hansen Rishabh Jangir Yu Sun Guillem Alenyà Pieter Abbeel Alexei A. Efros Lerrel Pinto Xiaolong Wang 30 159 0 08 Jul 2020
Domain Adaptive Object Detection via Asymmetric Tri-way Faster-RCNN Zhenwei He Lei Zhang ObjD 19 133 0 03 Jul 2020
Domain Adaptation without Source Data Youngeun Kim Donghyeon Cho Kyeongtak Han Priyadarshini Panda Sungeun Hong TTA 11 174 0 03 Jul 2020
Domain Contrast for Domain Adaptive Object Detection Feng Liu Xiaosong Zhang Fang Wan Xiangyang Ji QiXiang Ye 19 31 0 26 Jun 2020
Frustratingly Simple Domain Generalization via Image Stylization Nathan Somavarapu Chih-Yao Ma Z. Kira OOD 12 64 0 19 Jun 2020
Exploring Category-Agnostic Clusters for Open-Set Domain Adaptation Yingwei Pan Ting Yao Yehao Li Chong-Wah Ngo Tao Mei 30 72 0 11 Jun 2020
Deep Residual Correction Network for Partial Domain Adaptation Shuang Li Chi Harold Liu Qiuxia Lin Qi Wen Limin Su Gao Huang Zhengming Ding 14 145 0 10 Apr 2020
Online Meta-Learning for Multi-Source and Semi-Supervised Domain Adaptation Da Li Timothy M. Hospedales 17 102 0 09 Apr 2020
Towards Inheritable Models for Open-Set Domain Adaptation Jogendra Nath Kundu Naveen Venkat R. Ambareesh V. RahulM. R. Venkatesh Babu VLM 14 117 0 09 Apr 2020
Towards Discriminability and Diversity: Batch Nuclear-norm Maximization under Label Insufficient Situations Shuhao Cui Shuhui Wang Junbao Zhuo Liang Li Qingming Huang Q. Tian 38 359 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 33 62 0 20 Mar 2020
Self-Guided Adaptation: Progressive Representation Alignment for Domain Adaptive Object Detection Zongxian Li QiXiang Ye Chong Zhang Jingjing Liu Shijian Lu Yonghong Tian TTA 26 27 0 19 Mar 2020
Unsupervised Domain Adaptation via Structurally Regularized Deep Clustering Hui Tang Ke Chen K. Jia CML OOD 11 269 0 19 Mar 2020
Fisher Deep Domain Adaptation Yinghua Zhang Yu Zhang Ying Wei Kun Bai Yangqiu Song Qiang Yang AI4CE 12 9 0 12 Mar 2020
Domain Adaptation with Conditional Distribution Matching and Generalized Label Shift Rémi Tachet des Combes Han Zhao Yu-Xiang Wang Geoffrey J. Gordon OOD AAML VLM 28 183 0 10 Mar 2020
MADAN: Multi-source Adversarial Domain Aggregation Network for Domain Adaptation Sicheng Zhao Bo-wen Li Xiangyu Yue Pengfei Xu Kurt Keutzer OOD 43 64 0 19 Feb 2020
On generalization in moment-based domain adaptation Werner Zellinger Bernhard A. Moser Susanne Saminger-Platz 12 9 0 19 Feb 2020
Bi-Directional Generation for Unsupervised Domain Adaptation Guanglei Yang Haifeng Xia M. Ding Zhengming Ding 22 82 0 12 Feb 2020
Impact of ImageNet Model Selection on Domain Adaptation Youshan Zhang Brian D. Davison FAtt OOD VLM 39 34 0 06 Feb 2020
Multi-Source Domain Adaptation for Text Classification via DistanceNet-Bandits Han Guo Ramakanth Pasunuru Mohit Bansal 22 114 0 13 Jan 2020
CrDoCo: Pixel-level Domain Transfer with Cross-Domain Consistency Yun-Chun Chen Yen-Yu Lin Ming-Hsuan Yang Jia-Bin Huang 33 276 0 09 Jan 2020
Adversarial Cross-Domain Action Recognition with Co-Attention Boxiao Pan Zhangjie Cao Ehsan Adeli Juan Carlos Niebles ViT 24 103 0 22 Dec 2019
Discriminative Adversarial Domain Adaptation Hui Tang K. Jia OOD 19 194 0 27 Nov 2019
Improving Unsupervised Domain Adaptation with Variational Information Bottleneck Yuxuan Song Lantao Yu Zhangjie Cao Zhiming Zhou Jian Shen Shuo Shao Weinan Zhang Yong Yu 28 17 0 21 Nov 2019
Domain Generalization Using a Mixture of Multiple Latent Domains Toshihiko Matsuura Tatsuya Harada OOD 12 323 0 18 Nov 2019
Collaborative Unsupervised Domain Adaptation for Medical Image Diagnosis Yifan Zhang Ying Wei P. Zhao Shuaicheng Niu Qingyao Wu Mingkui Tan Junzhou Huang OOD 23 144 0 17 Nov 2019
Unsupervised Domain Adaptation for Object Detection via Cross-Domain Semi-Supervised Learning Fuxun Yu Di Wang Yinpeng Chen Nikolaos Karianakis Tong Shen Pei Yu Dimitrios Lymberopoulos Sidi Lu Weisong Shi Xiang Chen 22 33 0 17 Nov 2019
Variational Mixture-of-Experts Autoencoders for Multi-Modal Deep Generative Models Yuge Shi Siddharth Narayanaswamy Brooks Paige Philip H. S. Torr DRL 19 266 0 08 Nov 2019
SCL: Towards Accurate Domain Adaptive Object Detection via Gradient Detach Based Stacked Complementary Losses Zhiqiang Shen Harsh Maheshwari Weichen Yao Marios Savvides ObjD 21 93 0 06 Nov 2019
The Role of Embedding Complexity in Domain-invariant Representations Ching-Yao Chuang Antonio Torralba Stefanie Jegelka 16 1 0 13 Oct 2019
Test-Time Training with Self-Supervision for Generalization under Distribution Shifts Yu Sun Xiaolong Wang Zhuang Liu John Miller Alexei A. Efros Moritz Hardt TTA OOD 24 91 0 29 Sep 2019
Range Adaptation for 3D Object Detection in LiDAR Ze Wang Sihao Ding Ying Li Minming Zhao Sohini Roychowdhury Andreas Wallin Guillermo Sapiro Qiang Qiu 3DPC 13 27 0 26 Sep 2019
Synthetic Data for Deep Learning Sergey I. Nikolenko 46 348 0 25 Sep 2019
Cycle-consistent Conditional Adversarial Transfer Networks Jingjing Li Erpeng Chen Zhengming Ding Lei Zhu Ke Lu Zi Huang 18 71 0 17 Sep 2019
Adversarial Domain Adaptation for Machine Reading Comprehension Huazheng Wang Zhe Gan Xiaodong Liu Jingjing Liu Jianfeng Gao Hongning Wang 25 63 0 24 Aug 2019