Deep Domain Confusion: Maximizing for Domain Invariance

10 December 2014

Papers citing "Deep Domain Confusion: Maximizing for Domain Invariance"

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Title
Unsupervised Domain Adaptation with Variational Approximation for Cardiac Segmentation Fuping Wu Xiahai Zhuang OOD DRL 112 74 0 16 Jun 2021
Domain Consistency Regularization for Unsupervised Multi-source Domain Adaptive Classification Zhipeng Luo Xiaobing Zhang Shijian Lu Shuai Yi 115 22 0 16 Jun 2021
Graph Domain Adaptation: A Generative View Ruichu Cai Fengzhu Wu Zijian Li Pengfei Wei Lingling Yi Kun Zhang OOD 79 38 0 14 Jun 2021
Online Continual Adaptation with Active Self-Training Shiji Zhou Han Zhao Shanghang Zhang Lianzhe Wang Heng Chang Zhi Wang Wenwu Zhu CLL 83 10 0 11 Jun 2021
Inter-domain Multi-relational Link Prediction Luu Huu Phuc Koh Takeuchi Seiji Okajima A. Tolmachev T. Takebayashi Koji Maruhashi H. Kashima 80 0 0 11 Jun 2021
AdaMatch: A Unified Approach to Semi-Supervised Learning and Domain Adaptation David Berthelot Rebecca Roelofs Kihyuk Sohn Nicholas Carlini Alexey Kurakin 75 145 0 08 Jun 2021
Generalized Domain Adaptation Yu Mitsuzumi Go Irie Daiki Ikami Takashi Shibata OOD 109 20 0 03 Jun 2021
Counterfactual Invariance to Spurious Correlations: Why and How to Pass Stress Tests Victor Veitch Alexander DÁmour Steve Yadlowsky Jacob Eisenstein OOD 91 94 0 31 May 2021
DSLR: Dynamic to Static LiDAR Scan Reconstruction Using Adversarially Trained Autoencoder Prashant Kumar Sabyasachi Sahoo Vanshil Shah Vineetha Kondameedi Abhinav Jain Akshaj Verma Chiranjib Bhattacharyya Vinay Viswanathan 62 8 0 26 May 2021
Adapted Human Pose: Monocular 3D Human Pose Estimation with Zero Real 3D Pose Data Shuangjun Liu Naveen Sehgal Sarah Ostadabbas 3DH 45 11 0 23 May 2021
Cross-domain Imitation from Observations Dripta S. Raychaudhuri S. Paul J. Baar Amit K. Roy-Chowdhury OOD 93 45 0 20 May 2021
Efficient Transfer Learning via Joint Adaptation of Network Architecture and Weight Ming Sun Haoxuan Dou Junjie Yan 39 2 0 19 May 2021
Modeling the Sequential Dependence among Audience Multi-step Conversions with Multi-task Learning in Targeted Display Advertising Dongbo Xi Z. Chen Peng Yan Yinger Zhang Yongchun Zhu Fuzhen Zhuang Yu Chen 78 100 0 18 May 2021
Causally motivated Shortcut Removal Using Auxiliary Labels Maggie Makar Ben Packer D. Moldovan Davis W. Blalock Yoni Halpern Alexander DÁmour OOD CML 96 75 0 13 May 2021
Semantic Distribution-aware Contrastive Adaptation for Semantic Segmentation Shuang Li Binhui Xie Bin Zang Chi Harold Liu Xinjing Cheng Ruigang Yang Guoren Wang 82 27 0 11 May 2021
Unsupervised domain adaptation via double classifiers based on high confidence pseudo label Hui Chen Li Li Jie-bin Chen Kuo-Yi Lin 95 1 0 11 May 2021
Domain-Specific Suppression for Adaptive Object Detection Yu Wang Rui Zhang Shuo Zhang Miaowen Li Yangyang Xia Xishan Zhang Shaoli Liu 53 73 0 08 May 2021
Tackling Imbalanced Data in Cybersecurity with Transfer Learning: A Case with ROP Payload Detection Haizhou Wang Peng Liu 31 12 0 06 May 2021
SS-CADA: A Semi-Supervised Cross-Anatomy Domain Adaptation for Coronary Artery Segmentation Jingyang Zhang Ran Gu Guotai Wang Hongzhi Xie Lixu Gu 56 7 0 06 May 2021
Deep Spherical Manifold Gaussian Kernel for Unsupervised Domain Adaptation Youshan Zhang Brian D. Davison 123 15 0 05 May 2021
Efficient Pre-trained Features and Recurrent Pseudo-Labeling in Unsupervised Domain Adaptation Youshan Zhang Brian D. Davison VLM 116 6 0 27 Apr 2021
Graphical Modeling for Multi-Source Domain Adaptation Minghao Xu Hang Wang Bingbing Ni 66 19 0 27 Apr 2021
Cross-domain Speech Recognition with Unsupervised Character-level Distribution Matching Wenxin Hou Jindong Wang Xu Tan Tao Qin T. Shinozaki 92 17 0 15 Apr 2021
On Universal Black-Box Domain Adaptation Bin Deng Yabin Zhang Hui Tang Changxing Ding Kui Jia 30 9 0 10 Apr 2021
DINE: Domain Adaptation from Single and Multiple Black-box Predictors Jian Liang Dapeng Hu Jiashi Feng Ran He 107 84 0 04 Apr 2021
Instance Level Affinity-Based Transfer for Unsupervised Domain Adaptation Astuti Sharma Tarun Kalluri Manmohan Chandraker 69 49 0 03 Apr 2021
Curriculum Graph Co-Teaching for Multi-Target Domain Adaptation Subhankar Roy E. Krivosheev Zhun Zhong N. Sebe Elisa Ricci 124 62 0 01 Apr 2021
Divergence Optimization for Noisy Universal Domain Adaptation Qing Yu Atsushi Hashimoto Yoshitaka Ushiku NoLa 62 27 0 01 Apr 2021
Unsupervised Domain Expansion for Visual Categorization Jie Wang Kaibin Tian Dayong Ding Gang Yang Xirong Li 59 8 0 01 Apr 2021
Prototypical Cross-domain Self-supervised Learning for Few-shot Unsupervised Domain Adaptation Xiangyu Yue Zangwei Zheng Shanghang Zhang Yang Gao Trevor Darrell Kurt Keutzer Alberto L. Sangiovanni-Vincentelli 118 153 0 31 Mar 2021
Geometric Unsupervised Domain Adaptation for Semantic Segmentation Vitor Campagnolo Guizilini Jie Li Rares Andrei Ambrus Adrien Gaidon MDE 66 40 0 30 Mar 2021
Physics-based Differentiable Depth Sensor Simulation Benjamin Planche R. Singh 3DV 52 9 0 30 Mar 2021
Progressive Domain Expansion Network for Single Domain Generalization Lei Li Ke Gao Juan Cao Ziyao Huang Yepeng Weng Xiaoyue Mi Zhengze Yu Xiaoya Li Boyang Xia OOD AI4CE 73 171 0 30 Mar 2021
Contrastive Domain Adaptation Mamatha Thota Georgios Leontidis SSL 95 60 0 26 Mar 2021
Self-Supervised Learning in Multi-Task Graphs through Iterative Consensus Shift Emanuela Haller Elena Burceanu Marius Leordeanu SSL 66 2 0 26 Mar 2021
Learning Part Segmentation through Unsupervised Domain Adaptation from Synthetic Vehicles Qing Liu Adam Kortylewski Zhishuai Zhang Zizhang Li Mengqi Guo Qihao Liu Xiaoding Yuan Jiteng Mu Weichao Qiu Alan Yuille 78 20 0 25 Mar 2021
I3Net: Implicit Instance-Invariant Network for Adapting One-Stage Object Detectors Chaoqi Chen Zebiao Zheng Yue Huang Xinghao Ding Yizhou Yu OOD ObjD 105 62 0 25 Mar 2021
MetaAlign: Coordinating Domain Alignment and Classification for Unsupervised Domain Adaptation Guoqiang Wei Cuiling Lan Wenjun Zeng Zhibo Chen 86 107 0 25 Mar 2021
DRANet: Disentangling Representation and Adaptation Networks for Unsupervised Cross-Domain Adaptation Seunghun Lee Sunghyun Cho Sunghoon Im DRL 108 59 0 24 Mar 2021
MLAN: Multi-Level Adversarial Network for Domain Adaptive Semantic Segmentation Jiaxing Huang Dayan Guan Shijian Lu Aoran Xiao 79 43 0 24 Mar 2021
Embracing the Disharmony in Medical Imaging: A Simple and Effective Framework for Domain Adaptation Rongguang Wang Pratik Chaudhari Christos Davatzikos OOD 150 53 0 23 Mar 2021
Generalized Domain Conditioned Adaptation Network Shuang Li Binhui Xie Qiuxia Lin Chi Harold Liu Gao Huang Guoren Wang AI4CE 80 61 0 23 Mar 2021
Gradient Regularized Contrastive Learning for Continual Domain Adaptation Shixiang Tang Peng Su Peng Gao Ni Zhao CLL 74 67 0 23 Mar 2021
Dynamic Weighted Learning for Unsupervised Domain Adaptation Ning Xiao Lei Zhang 78 147 0 22 Mar 2021
Your Classifier can Secretly Suffice Multi-Source Domain Adaptation Naveen Venkat Jogendra Nath Kundu D. K. Singh Ambareesh Revanur R. VenkateshBabu 85 74 0 20 Mar 2021
ConDA: Continual Unsupervised Domain Adaptation A. M. N. Taufique C. S. Jahan Andreas E. Savakis TTA CLL 123 10 0 19 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 73 7 0 04 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 96 4 0 03 Mar 2021
Unsupervised Domain Adaptation Network with Category-Centric Prototype Aligner for Biomedical Image Segmentation Ping Gong Wenwen Yu Qiuwen Sun Ruohan Zhao Junfeng Hu OOD MedIm 61 6 0 03 Mar 2021
Generalizing to Unseen Domains: A Survey on Domain Generalization Jindong Wang Cuiling Lan Chang-Shu Liu Yidong Ouyang Tao Qin Wang Lu Yiqiang Chen Wenjun Zeng Philip S. Yu OOD 332 1,241 0 02 Mar 2021