Deep Domain Confusion: Maximizing for Domain Invariance

10 December 2014

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

50 / 959 papers shown

Title
CDTrans: Cross-domain Transformer for Unsupervised Domain Adaptation Tongkun Xu Weihua Chen Pichao Wang Fan Wang Hao Li Rong Jin ViT 174 221 0 13 Sep 2021
Cross Domain Robot Imitation with Invariant Representation Zhao-Heng Yin Lingfeng Sun Hengbo Ma Masayoshi Tomizuka Wu-Jun Li 74 14 0 13 Sep 2021
Task Guided Compositional Representation Learning for ZDA Shuang Liu Mete Ozay OOD 76 0 0 13 Sep 2021
Unsupervised domain adaptation for cross-modality liver segmentation via joint adversarial learning and self-learning Jin Hong S. Yu Weitian Chen OOD MedIm 66 83 0 13 Sep 2021
Unsupervised Domain Adaptive Learning via Synthetic Data for Person Re-identification Qi. Wang Sikai Bai Junyuan Gao Yuan. Yuan Xuelong Li 86 2 0 12 Sep 2021
Domain Adaptation by Maximizing Population Correlation with Neural Architecture Search Zhixiong Yue Pengxin Guo Yu Zhang 66 1 0 12 Sep 2021
Discovery of New Multi-Level Features for Domain Generalization via Knowledge Corruption A. Frikha Denis Krompass Volker Tresp OOD 102 1 0 09 Sep 2021
Towards Robust Cross-domain Image Understanding with Unsupervised Noise Removal Lei Zhu Zhaojing Luo Wei Wang Mei-juan Zhang Gang Chen Kaiping Zheng 93 1 0 09 Sep 2021
Grassmannian Graph-attentional Landmark Selection for Domain Adaptation Bin Sun Shaofan Wang Dehui Kong Jinghua Li Baocai Yin 78 1 0 07 Sep 2021
Fishr: Invariant Gradient Variances for Out-of-Distribution Generalization Alexandre Ramé Corentin Dancette Matthieu Cord OOD 153 211 0 07 Sep 2021
On-target Adaptation Dequan Wang Shaoteng Liu Sayna Ebrahimi Evan Shelhamer Trevor Darrell TTA 95 19 0 02 Sep 2021
Benchmarking the Robustness of Instance Segmentation Models Said Fahri Altindis Yusuf Dalva Hamza Pehlivan Aysegül Dündar VLM OOD 234 12 0 02 Sep 2021
Contrastive Domain Adaptation for Question Answering using Limited Text Corpora Zhenrui Yue Bernhard Kratzwald Stefan Feuerriegel OOD 70 38 0 31 Aug 2021
Towards Out-Of-Distribution Generalization: A Survey Jiashuo Liu Zheyan Shen Yue He Xingxuan Zhang Renzhe Xu Han Yu Peng Cui CML OOD 194 536 0 31 Aug 2021
Uncertainty-Aware Model Adaptation for Unsupervised Cross-Domain Object Detection Minjie Cai Minyi Luo Xionghu Zhong Hao Chen OOD 68 6 0 28 Aug 2021
Cross-category Video Highlight Detection via Set-based Learning Minghao Xu Hang Wang Bingbing Ni Riheng Zhu Zhenbang Sun Changhu Wang 82 47 0 26 Aug 2021
Domain Adaptation for Real-World Single View 3D Reconstruction Brandon Leung Siddharth Singh Arik Horodniceanu OOD 43 1 0 24 Aug 2021
Tune it the Right Way: Unsupervised Validation of Domain Adaptation via Soft Neighborhood Density Kuniaki Saito Donghyun Kim Piotr Teterwak Stan Sclaroff Trevor Darrell Kate Saenko 88 57 0 24 Aug 2021
Meta Self-Learning for Multi-Source Domain Adaptation: A Benchmark Shuhao Qiu Chuang Zhu Wenli Zhou VLM OOD 60 9 0 24 Aug 2021
Federated Multi-Target Domain Adaptation Chun-Han Yao Boqing Gong Huayu Chen Qi Yukun Zhu Ming-Hsuan Yang OOD FedML 111 64 0 17 Aug 2021
PIT: Position-Invariant Transform for Cross-FoV Domain Adaptation Qiqi Gu Qianyu Zhou Minghao Xu Zhengyang Feng Guangliang Cheng Xuequan Lu Jianping Shi Lizhuang Ma ViT 88 43 0 16 Aug 2021
TVT: Transferable Vision Transformer for Unsupervised Domain Adaptation Jinyu Yang Jingjing Liu N. Xu Junzhou Huang 115 128 0 12 Aug 2021
Zero-Shot Day-Night Domain Adaptation with a Physics Prior A. Lengyel Sourav Garg Michael Milford Jan van Gemert 101 62 0 11 Aug 2021
Few-shot Unsupervised Domain Adaptation with Image-to-class Sparse Similarity Encoding Sheng Huang Wanqi Yang Lei Wang Luping Zhou Ming Yang 55 10 0 06 Aug 2021
On the Robustness of Domain Adaption to Adversarial Attacks Liyuan Zhang Yuhang Zhou Lei Zhang OOD AAML 50 2 0 04 Aug 2021
Generalized Source-free Domain Adaptation Shiqi Yang Yaxing Wang Joost van de Weijer Luis Herranz Shangling Jui TTA 110 259 0 03 Aug 2021
Multiple Classifiers Based Maximum Classifier Discrepancy for Unsupervised Domain Adaptation Yiju Yang Taejoon Kim Guanghui Wang 106 4 0 02 Aug 2021
Meta-FDMixup: Cross-Domain Few-Shot Learning Guided by Labeled Target Data Yu Fu Yanwei Fu Yu-Gang Jiang 72 67 0 26 Jul 2021
Transporting Causal Mechanisms for Unsupervised Domain Adaptation Zhongqi Yue Qianru Sun Xiansheng Hua Hanwang Zhang CML 143 57 0 23 Jul 2021
VisDA-2021 Competition Universal Domain Adaptation to Improve Performance on Out-of-Distribution Data D. Bashkirova Dan Hendrycks Donghyun Kim Samarth Mishra Kate Saenko Kuniaki Saito Piotr Teterwak Ben Usman OOD 73 21 0 23 Jul 2021
Compositional Models: Multi-Task Learning and Knowledge Transfer with Modular Networks A. Zhmoginov D. Bashkirova Mark Sandler KELM 53 2 0 23 Jul 2021
Self-Supervised Domain Adaptation for Diabetic Retinopathy Grading using Vessel Image Reconstruction D. M. Nguyen T. T. N. Mai Ngoc T. T. Than Alexander Prange Daniel Sonntag OOD 147 8 0 20 Jul 2021
Joint Semi-supervised 3D Super-Resolution and Segmentation with Mixed Adversarial Gaussian Domain Adaptation N. Savioli A. de Marvao Wenjia Bai Shuo Wang S. Cook C. Chin Daniel Rueckert D. O’Regan MedIm 67 2 0 16 Jul 2021
MS-MDA: Multisource Marginal Distribution Adaptation for Cross-subject and Cross-session EEG Emotion Recognition Hao Chen Ming Jin Zhunan Li Cunhang Fan Jinpeng Li Huiguang He 92 135 0 16 Jul 2021
Zero-Round Active Learning Si-An Chen Tianhao Wang R. Jia 98 4 0 14 Jul 2021
Transfer Learning from Synthetic to Real LiDAR Point Cloud for Semantic Segmentation Aoran Xiao Jiaxing Huang Dayan Guan Fangneng Zhan Shijian Lu 3DPC 106 99 0 12 Jul 2021
Learning Cascaded Detection Tasks with Weakly-Supervised Domain Adaptation Niklas Hanselmann N. Schneider Benedikt Ortelt Andreas Geiger 78 2 0 09 Jul 2021
Exploring Dropout Discriminator for Domain Adaptation V. Kurmi Venkatesh Subramanian Vinay P. Namboodiri OOD 51 6 0 09 Jul 2021
Predicting with Confidence on Unseen Distributions Devin Guillory Vaishaal Shankar Sayna Ebrahimi Trevor Darrell Ludwig Schmidt UQCV OOD 122 123 0 07 Jul 2021
Learning Invariant Representation with Consistency and Diversity for Semi-supervised Source Hypothesis Transfer Xiaodong Wang Junbao Zhuo Shuhao Cui Shuhui Wang 90 6 0 07 Jul 2021
Sensor-invariant Fingerprint ROI Segmentation Using Recurrent Adversarial Learning Indu Joshi Ayush Utkarsh R. Kothari V. Kurmi A. Dantcheva Sumantra Dutta Roy P. Kalra OOD 146 10 0 03 Jul 2021
Mitigating Uncertainty of Classifier for Unsupervised Domain Adaptation Shanu Kumar V. Kurmi Praphul Singh Vinay P. Namboodiri 42 4 0 01 Jul 2021
Cross-Lingual Transfer Learning for Statistical Type Inference Zhiming Li Xiaofei Xie Haoliang Li Yulong Shen Yi Li Yang Liu 108 2 0 01 Jul 2021
Multi-Source domain adaptation via supervised contrastive learning and confident consistency regularization Marin Scalbert Maria Vakalopoulou Florent Couzinié-Devy 90 19 0 30 Jun 2021
Cross-domain error minimization for unsupervised domain adaptation Yuntao Du Yinghao Chen Fengli Cui Xiaowen Zhang Chongjun Wang 36 4 0 29 Jun 2021
AutoAdapt: Automated Segmentation Network Search for Unsupervised Domain Adaptation XueQing Deng Yi Zhu Yuxin Tian Shawn D. Newsam OOD 74 3 0 24 Jun 2021
Enhanced Separable Disentanglement for Unsupervised Domain Adaptation Youshan Zhang Brian D. Davison 59 4 0 22 Jun 2021
Source-free Domain Adaptation via Avatar Prototype Generation and Adaptation Zhen Qiu Yifan Zhang Hongbin Lin Shuaicheng Niu Yanxia Liu Qing Du Mingkui Tan TTA 109 171 0 18 Jun 2021
JOKR: Joint Keypoint Representation for Unsupervised Cross-Domain Motion Retargeting Ron Mokady Rotem Tzaban Sagie Benaim Amit H. Bermano Daniel Cohen-Or VGen 60 3 0 17 Jun 2021
Deep Subdomain Adaptation Network for Image Classification Yongchun Zhu Fuzhen Zhuang Jindong Wang Guolin Ke Jingwu Chen Jiang Bian Hui Xiong Qing He 96 795 0 17 Jun 2021