Deep Domain Confusion: Maximizing for Domain Invariance

10 December 2014

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

50 / 959 papers shown

Title
Generalized Zero and Few-Shot Transfer for Facial Forgery Detection Shivangi Aneja Matthias Nießner 66 43 0 21 Jun 2020
Joint Contrastive Learning for Unsupervised Domain Adaptation Changhwa Park Jonghyun Lee Jaeyoon Yoo Minhoe Hur Sungroh Yoon 86 37 0 18 Jun 2020
Self-training Avoids Using Spurious Features Under Domain Shift Yining Chen Colin Wei Ananya Kumar Tengyu Ma OOD 101 85 0 17 Jun 2020
Optimal Transport for Conditional Domain Matching and Label Shift A. Rakotomamonjy Rémi Flamary Gilles Gasso Mokhtar Z. Alaya Maxime Bérar Nicolas Courty OOD OT 58 28 0 15 Jun 2020
Domain Adaptation and Image Classification via Deep Conditional Adaptation Network Pengfei Ge Chuan-Xian Ren D. Dai Hong Yan OOD 129 7 0 14 Jun 2020
Exploring Category-Agnostic Clusters for Open-Set Domain Adaptation Yingwei Pan Ting Yao Yehao Li Chong-Wah Ngo Tao Mei 87 72 0 11 Jun 2020
Implicit Class-Conditioned Domain Alignment for Unsupervised Domain Adaptation Xiang Jiang Qicheng Lao Stan Matwin Mohammad Havaei 85 113 0 09 Jun 2020
Ensemble Learning with Statistical and Structural Models Jiaming Mao Jingzhi Xu 43 1 0 07 Jun 2020
Self-Supervised Dynamic Networks for Covariate Shift Robustness Tomer Cohen Noy Shulman Hai Morgenstern Roey Mechrez Erez Farhan OOD 72 4 0 06 Jun 2020
From Real to Synthetic and Back: Synthesizing Training Data for Multi-Person Scene Understanding Igor Kviatkovsky Nadav Bhonker Gérard Medioni 95 3 0 03 Jun 2020
Exploring Thermal Images for Object Detection in Underexposure Regions for Autonomous Driving Farzeen Munir Shoaib Azam Muhammd Aasim Rafique A. Sheri M. Jeon Witold Pedrycz 61 36 0 01 Jun 2020
A Survey on Transfer Learning in Natural Language Processing Zaid Alyafeai Maged S. Alshaibani Irfan Ahmad 91 75 0 31 May 2020
Disentanglement Then Reconstruction: Learning Compact Features for Unsupervised Domain Adaptation Lihua Zhou Mao Ye Xinpeng Li Ce Zhu Yiguang Liu Xue Li OOD 34 4 0 28 May 2020
SODA: Detecting Covid-19 in Chest X-rays with Semi-supervised Open Set Domain Adaptation Jieli Zhou Baoyu Jing Zeya Wang OOD 26 3 0 22 May 2020
Domain Adaptive Relational Reasoning for 3D Multi-Organ Segmentation Shuhao Fu Yongyi Lu Yan Wang Yuyin Zhou Wei Shen Elliot K. Fishman Alan Yuille OOD 89 130 0 18 May 2020
DAMIA: Leveraging Domain Adaptation as a Defense against Membership Inference Attacks Hongwei Huang Weiqi Luo Guoqiang Zeng J. Weng Yue Zhang Anjia Yang AAML 51 26 0 16 May 2020
Domain Conditioned Adaptation Network Shuang Li Chi Harold Liu Qiuxia Lin Binhui Xie Zhengming Ding Gao Huang Jian Tang OOD 70 105 0 14 May 2020
StereoGAN: Bridging Synthetic-to-Real Domain Gap by Joint Optimization of Domain Translation and Stereo Matching R. Liu Chengxi Yang Wenxiu Sun Xiaogang Wang Hongsheng Li GAN 3DV 68 39 0 05 May 2020
Selecting Data Augmentation for Simulating Interventions Maximilian Ilse Jakub M. Tomczak Patrick Forré OOD CML 103 18 0 04 May 2020
KinGDOM: Knowledge-Guided DOMain adaptation for sentiment analysis Deepanway Ghosal Devamanyu Hazarika Abhinaba Roy Navonil Majumder Rada Mihalcea Soujanya Poria 121 68 0 02 May 2020
COVID-DA: Deep Domain Adaptation from Typical Pneumonia to COVID-19 Yifan Zhang Shuaicheng Niu Zhen Qiu Ying Wei P. Zhao Jianhua Yao Junzhou Huang Qingyao Wu Mingkui Tan OOD 72 70 0 30 Apr 2020
Unsupervised Domain Adaptation with Multiple Domain Discriminators and Adaptive Self-Training Teo Spadotto Marco Toldo Umberto Michieli Pietro Zanuttigh 80 23 0 27 Apr 2020
Maximum Density Divergence for Domain Adaptation Jingjing Li Erpeng Chen Ding Zhengming Zhu Lei Ke Lu Jikang Cheng OOD 85 286 0 27 Apr 2020
Structural Regularization Jiaming Mao Z. Zheng 58 3 0 27 Apr 2020
Moment-Based Domain Adaptation: Learning Bounds and Algorithms Werner Zellinger OOD 51 6 0 22 Apr 2020
AD-Cluster: Augmented Discriminative Clustering for Domain Adaptive Person Re-identification Yunpeng Zhai Shijian Lu QiXiang Ye Xuebo Shan Jie Chen Rongrong Ji Yonghong Tian 97 263 0 19 Apr 2020
TriGAN: Image-to-Image Translation for Multi-Source Domain Adaptation Subhankar Roy Aliaksandr Siarohin E. Sangineto N. Sebe Elisa Ricci GAN 108 15 0 19 Apr 2020
Deep Residual Correction Network for Partial Domain Adaptation Shuang Li Chi Harold Liu Qiuxia Lin Qi Wen Limin Su Gao Huang Zhengming Ding 67 147 0 10 Apr 2020
Online Meta-Learning for Multi-Source and Semi-Supervised Domain Adaptation Da Li Timothy M. Hospedales 91 103 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 68 120 0 09 Apr 2020
Deeply Aligned Adaptation for Cross-domain Object Detection Minghao Fu Zhenshan Xie Wen Li Lixin Duan OOD ObjD 32 3 0 05 Apr 2020
Sequential Learning for Domain Generalization Da Li Yongxin Yang Yi-Zhe Song Timothy M. Hospedales OOD 68 33 0 03 Apr 2020
Synchronizing Probability Measures on Rotations via Optimal Transport Tolga Birdal Michael Arbel Umut Simsekli Leonidas Guibas OT 90 30 0 01 Apr 2020
Adversarial Domain Adaptation with Prototype-Based Normalized Output Conditioner Dapeng Hu Jian Liang Qibin Hou Hanshu Yan Yunpeng Chen 71 31 0 30 Mar 2020
Towards Stable and Comprehensive Domain Alignment: Max-Margin Domain-Adversarial Training Jianfei Yang Han Zou Yuxun Zhou Lihua Xie OOD 36 6 0 30 Mar 2020
Mutual Learning Network for Multi-Source Domain Adaptation Zhenpeng Li Z. Zhao Yuhong Guo Haifeng Shen Jieping Ye OOD 75 12 0 29 Mar 2020
Cross-domain Detection via Graph-induced Prototype Alignment Minghao Xu Hang Wang Bingbing Ni Qi Tian Wenjun Zhang ObjD OOD 141 241 0 28 Mar 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 73 5 0 27 Mar 2020
Log-Likelihood Ratio Minimizing Flows: Towards Robust and Quantifiable Neural Distribution Alignment Ben Usman Avneesh Sud Nick Dufour Kate Saenko OOD 46 13 0 26 Mar 2020
Towards Backward-Compatible Representation Learning Yantao Shen Yuanjun Xiong Wei Xia Stefano Soatto 100 81 0 26 Mar 2020
Learning transferable and discriminative features for unsupervised domain adaptation Yuntao Du Ruiting Zhang Xiaowen Zhang Yirong Yao Heng-yang Lu Chongjun Wang 36 4 0 26 Mar 2020
Cross-domain Object Detection through Coarse-to-Fine Feature Adaptation Yangtao Zheng Di Huang Songtao Liu Yunhong Wang ObjD 251 203 0 23 Mar 2020
Domain-Adaptive Few-Shot Learning An Zhao Mingyu Ding Zhiwu Lu Tao Xiang Yulei Niu Jiechao Guan Ji-Rong Wen Ping Luo 83 70 0 19 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 80 44 0 18 Mar 2020
Class Conditional Alignment for Partial Domain Adaptation Mohsen Kheirandishfard Fariba Zohrizadeh F. Kamangar 27 1 0 14 Mar 2020
Harmonizing Transferability and Discriminability for Adapting Object Detectors Chaoqi Chen Zebiao Zheng Xinghao Ding Yue Huang Qi Dou 115 277 0 13 Mar 2020
Fisher Deep Domain Adaptation Yinghua Zhang Yu Zhang Ying Wei Kun Bai Yangqiu Song Qiang Yang AI4CE 60 9 0 12 Mar 2020
HeatNet: Bridging the Day-Night Domain Gap in Semantic Segmentation with Thermal Images Johan Vertens Jannik Zürn Wolfram Burgard 80 67 0 10 Mar 2020
Label-Driven Reconstruction for Domain Adaptation in Semantic Segmentation Jinyu Yang Weizhi An Sheng Wang Xinliang Zhu Chao-chao Yan Junzhou Huang 150 109 0 10 Mar 2020
Context-Aware Domain Adaptation in Semantic Segmentation Jinyu Yang Weizhi An Chao-chao Yan P. Zhao Junzhou Huang 70 56 0 09 Mar 2020