Deep Domain Confusion: Maximizing for Domain Invariance

10 December 2014

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

50 / 959 papers shown

Title
Domain Adaptation via Bidirectional Cross-Attention Transformer Xiyu Wang Pengxin Guo Yu Zhang ViT 89 20 0 15 Jan 2022
Transferability in Deep Learning: A Survey Junguang Jiang Yang Shu Jianmin Wang Mingsheng Long OOD 93 105 0 15 Jan 2022
Aligning Domain-specific Distribution and Classifier for Cross-domain Classification from Multiple Sources Yongchun Zhu Fuzhen Zhuang Deqing Wang OOD 126 310 0 04 Jan 2022
Multi-Representation Adaptation Network for Cross-domain Image Classification Yongchun Zhu Fuzhen Zhuang Jindong Wang Jingwu Chen Zhiping Shi Wenjuan Wu Qing He OOD 137 224 0 04 Jan 2022
Improving Out-of-Distribution Robustness via Selective Augmentation Huaxiu Yao Yu Wang Sai Li Linjun Zhang Weixin Liang James Zou Chelsea Finn OOD OODD 119 224 0 02 Jan 2022
An Unsupervised Domain Adaptation Model based on Dual-module Adversarial Training Yiju Yang Tianxiao Zhang Guanyue Li Taejoon Kim Guanghui Wang OOD 89 27 0 31 Dec 2021
Domain Adaptation with Category Attention Network for Deep Sentiment Analysis Dongbo Xi Fuzhen Zhuang Ganbin Zhou X. Cheng Fen Lin Qing He OOD 77 18 0 31 Dec 2021
Feature matching as improved transfer learning technique for wearable EEG E. Heremans Huy P Phan A. Ansari Pascal Borzée B. Buyse D. Testelmans M. D. Vos OOD 95 10 0 29 Dec 2021
Geometry-Aware Unsupervised Domain Adaptation You-Wei Luo Chuan-Xian Ren Ziliang Chen 90 0 0 21 Dec 2021
Reciprocal Normalization for Domain Adaptation Zhiyong Huang Kekai Sheng Ke Li Jian Liang Taiping Yao Weiming Dong D. Zhou Xing Sun 102 11 0 20 Dec 2021
UMAD: Universal Model Adaptation under Domain and Category Shift Jian Liang Dapeng Hu Jiashi Feng Ran He 74 31 0 16 Dec 2021
A Survey of Unsupervised Domain Adaptation for Visual Recognition Youshan Zhang OOD 87 45 0 13 Dec 2021
Pareto Domain Adaptation Fangrui Lv Jian Liang Kaixiong Gong Shuang Li Chi Harold Liu Han Li Di Liu Guoren Wang 81 31 0 08 Dec 2021
No-Reference Point Cloud Quality Assessment via Domain Adaptation Qi Yang Yipeng Liu Siheng Chen Yiling Xu Jun Sun 3DPC 131 82 0 06 Dec 2021
Toward Real-World Voice Disorder Classification Heng-Cheng Kuo Yu-Peng Hsieh Huan-Hsin Tseng Chi-Te Wang Shih-Hau Fang Yu Tsao 79 3 0 05 Dec 2021
Boosting Unsupervised Domain Adaptation with Soft Pseudo-label and Curriculum Learning Shengjia Zhang Tiancheng Lin Yi Tian Xu 100 5 0 03 Dec 2021
A Survey: Deep Learning for Hyperspectral Image Classification with Few Labeled Samples Sen Jia Shuguo Jiang Zhijie Lin Nanying Li Meng Xu Shiqi Yu VLM 101 280 0 03 Dec 2021
Source Free Unsupervised Graph Domain Adaptation Haitao Mao Lun Du Yujia Zheng Qiang Fu Zelin Li Xu Chen Shi Han Dongmei Zhang 103 7 0 02 Dec 2021
Self-supervised Autoregressive Domain Adaptation for Time Series Data Mohamed Ragab Emadeldeen Eldele Zhenghua Chen Min-man Wu C. Kwoh Xiaoli Li AI4TS 107 52 0 29 Nov 2021
Learning to Transfer for Traffic Forecasting via Multi-task Learning Y. Lu AI4TS 80 7 0 27 Nov 2021
Non-IID data and Continual Learning processes in Federated Learning: A long road ahead Marcos F. Criado F. Casado R. Iglesias Carlos V. Regueiro S. Barro FedML 80 82 0 26 Nov 2021
Towards Fewer Annotations: Active Learning via Region Impurity and Prediction Uncertainty for Domain Adaptive Semantic Segmentation Binhui Xie Longhui Yuan Shuang Li Chi Harold Liu Xinjing Cheng UQCV 95 92 0 25 Nov 2021
Causality-inspired Single-source Domain Generalization for Medical Image Segmentation Cheng Ouyang Chen Chen Surui Li Zeju Li C. Qin Wenjia Bai Daniel Rueckert OOD 128 161 0 24 Nov 2021
Source-free unsupervised domain adaptation for cross-modality abdominal multi-organ segmentation Jin Hong Yudong Zhang Weitian Chen OOD MedIm 118 86 0 24 Nov 2021
Maximum Mean Discrepancy for Generalization in the Presence of Distribution and Missingness Shift Liwn Ouyang Aaron Key 77 11 0 19 Nov 2021
Improving Compound Activity Classification via Deep Transfer and Representation Learning Vishal Dey R. Machiraju Xia Ning AAML 134 3 0 14 Nov 2021
Unsupervised Noise Adaptive Speech Enhancement by Discriminator-Constrained Optimal Transport Hsin-Yi Lin Huan-Hsin Tseng Xugang Lu Yu Tsao OT 68 33 0 11 Nov 2021
Probabilistic Contrastive Learning for Domain Adaptation Junjie Li Yixin Zhang Zilei Wang Saihui Hou Keyu Tu Man Zhang 220 15 0 11 Nov 2021
Multi-Modality Cardiac Image Analysis with Deep Learning Lei Li Fuping Wu Sihan Wang Xiahai Zhuang 53 0 0 08 Nov 2021
Open-Set Crowdsourcing using Multiple-Source Transfer Learning Guangyang Han Guoxian Yu Lei Liu Li-zhen Cui C. Domeniconi Xiangliang Zhang 18 0 0 07 Nov 2021
Transferable Time-Series Forecasting under Causal Conditional Shift Zijian Li Ruichu Cai T. Fu Zhifeng Hao Kun Zhang TTA OOD AI4TS 75 25 0 05 Nov 2021
TimeMatch: Unsupervised Cross-Region Adaptation by Temporal Shift Estimation Joachim Nyborg Charlotte Pelletier Sébastien Lefèvre Ira Assent OOD AI4TS 93 42 0 04 Nov 2021
Deep Least Squares Alignment for Unsupervised Domain Adaptation Youshan Zhang Brian D. Davison 55 3 0 03 Nov 2021
Domain Adaptation for Rare Classes Augmented with Synthetic Samples Tuhinanksu Das Robert-Jan Bruintjes A. Lengyel Jan van Gemert S. Rodrigues 56 5 0 23 Oct 2021
A Prototype-Oriented Framework for Unsupervised Domain Adaptation Korawat Tanwisuth Xinjie Fan Huangjie Zheng Shujian Zhang A. Leon-Garcia Bo Chen Mingyuan Zhou 155 103 0 22 Oct 2021
Cross-domain Trajectory Prediction with CTP-Net Pingxuan Huang Zhenhua Cui Jing Li Shenghua Gao bo Hu Yanyan Fang 52 3 0 22 Oct 2021
RefRec: Pseudo-labels Refinement via Shape Reconstruction for Unsupervised 3D Domain Adaptation Adriano Cardace Riccardo Spezialetti Pierluigi Zama Ramirez Samuele Salti Luigi Di Stefano 63 15 0 21 Oct 2021
PPFS: Predictive Permutation Feature Selection Atif Hassan Jiaul H. Paik S. Khare A. H. Syed 82 20 0 20 Oct 2021
LoveDA: A Remote Sensing Land-Cover Dataset for Domain Adaptive Semantic Segmentation Junjue Wang Zhuo Zheng A. Ma Xiaoyan Lu Yanfei Zhong 148 346 0 17 Oct 2021
Zero-Shot Dense Retrieval with Momentum Adversarial Domain Invariant Representations Ji Xin Chenyan Xiong A. Srinivasan Ankita Sharma Damien Jose Paul N. Bennett VLM 127 42 0 14 Oct 2021
TDACNN: Target-domain-free Domain Adaptation Convolutional Neural Network for Drift Compensation in Gas Sensors Yuelin Zhang Jia Yan Zehuan Wang Xiaoyan Peng Yutong Tian Shukai Duan Jia Yan 63 42 0 14 Oct 2021
Towards Data-Free Domain Generalization A. Frikha Haokun Chen Denis Krompass Thomas Runkler Volker Tresp OOD 171 14 0 09 Oct 2021
Exploiting the Intrinsic Neighborhood Structure for Source-free Domain Adaptation Shiqi Yang Yaxing Wang Joost van de Weijer Luis Herranz Shangling Jui TTA 163 248 0 08 Oct 2021
Decoupled Adaptation for Cross-Domain Object Detection Junguang Jiang Baixu Chen Jianmin Wang Mingsheng Long ObjD 149 69 0 06 Oct 2021
Using Out-of-the-Box Frameworks for Contrastive Unpaired Image Translation for Vestibular Schwannoma and Cochlea Segmentation: An approach for the crossMoDA Challenge Jae Won Choi 62 10 0 02 Oct 2021
Evaluation of Deep Neural Network Domain Adaptation Techniques for Image Recognition Alan Preciado-Grijalva Venkata Santosh Sai Ramireddy Muthireddy OOD 81 4 0 28 Sep 2021
Semi-Supervised Adversarial Discriminative Domain Adaptation Thai Nguyen Anh Nguyen Nghia Le H. Le GAN 78 10 0 27 Sep 2021
Multi-source Few-shot Domain Adaptation Xiangyu Yue Zangwei Zheng Colorado Reed Hari Prasanna Das Kurt Keutzer Alberto L. Sangiovanni-Vincentelli 109 12 0 25 Sep 2021
Fairness-aware Class Imbalanced Learning Shivashankar Subramanian Afshin Rahimi Timothy Baldwin Trevor Cohn Lea Frermann FaML 161 29 0 21 Sep 2021
On the inductive biases of deep domain adaptation Rodrigue Siry Louis Hémadou Loïc Simon F. Jurie 72 3 0 16 Sep 2021