Deep Domain Confusion: Maximizing for Domain Invariance

10 December 2014

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

50 / 432 papers shown

Title
Boosting Unsupervised Domain Adaptation with Soft Pseudo-label and Curriculum Learning Shengjia Zhang Tiancheng Lin Yi Tian Xu 35 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 45 275 0 03 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 32 49 0 29 Nov 2021
Learning to Transfer for Traffic Forecasting via Multi-task Learning Y. Lu AI4TS 40 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 38 77 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 36 89 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 37 156 0 24 Nov 2021
Source-free unsupervised domain adaptation for cross-modality abdominal multi-organ segmentation Jin Hong Yudong Zhang Weitian Chen OOD MedIm 32 82 0 24 Nov 2021
Probabilistic Contrastive Learning for Domain Adaptation Junjie Li Yixin Zhang Zilei Wang Saihui Hou Keyu Tu Man Zhang 43 14 0 11 Nov 2021
A Prototype-Oriented Framework for Unsupervised Domain Adaptation Korawat Tanwisuth Xinjie Fan Huangjie Zheng Shujian Zhang A. Leon-Garcia Bo Chen Mingyuan Zhou 61 102 0 22 Oct 2021
Cross-domain Trajectory Prediction with CTP-Net Pingxuan Huang Zhenhua Cui Jing Li Shenghua Gao bo Hu Yanyan Fang 21 3 0 22 Oct 2021
PPFS: Predictive Permutation Feature Selection Atif Hassan Jiaul H. Paik S. Khare A. H. Syed 32 19 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 40 328 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 87 41 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 38 41 0 14 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 33 238 0 08 Oct 2021
Decoupled Adaptation for Cross-Domain Object Detection Junguang Jiang Baixu Chen Jianmin Wang Mingsheng Long ObjD 71 64 0 06 Oct 2021
Semi-Supervised Adversarial Discriminative Domain Adaptation Thai Nguyen Anh Nguyen Nghia Le H. Le GAN 31 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 35 12 0 25 Sep 2021
Fairness-aware Class Imbalanced Learning Shivashankar Subramanian Afshin Rahimi Timothy Baldwin Trevor Cohn Lea Frermann FaML 113 28 0 21 Sep 2021
On the inductive biases of deep domain adaptation Rodrigue Siry Louis Hémadou Loïc Simon F. Jurie 37 3 0 16 Sep 2021
CDTrans: Cross-domain Transformer for Unsupervised Domain Adaptation Tongkun Xu Weihua Chen Pichao Wang Fan Wang Hao Li Rong Jin ViT 61 216 0 13 Sep 2021
Task Guided Compositional Representation Learning for ZDA Shuang Liu Mete Ozay OOD 27 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 27 80 0 13 Sep 2021
Domain Adaptation by Maximizing Population Correlation with Neural Architecture Search Zhixiong Yue Pengxin Guo Yu Zhang 25 1 0 12 Sep 2021
Discovery of New Multi-Level Features for Domain Generalization via Knowledge Corruption A. Frikha Denis Krompass Volker Tresp OOD 35 1 0 09 Sep 2021
Fishr: Invariant Gradient Variances for Out-of-Distribution Generalization Alexandre Ramé Corentin Dancette Matthieu Cord OOD 56 206 0 07 Sep 2021
Benchmarking the Robustness of Instance Segmentation Models Said Fahri Altindis Yusuf Dalva Hamza Pehlivan Aysegül Dündar VLM OOD 29 12 0 02 Sep 2021
Towards Out-Of-Distribution Generalization: A Survey Jiashuo Liu Zheyan Shen Yue He Xingxuan Zhang Renzhe Xu Han Yu Peng Cui CML OOD 69 519 0 31 Aug 2021
Uncertainty-Aware Model Adaptation for Unsupervised Cross-Domain Object Detection Minjie Cai Minyi Luo Xionghu Zhong Hao Chen OOD 32 6 0 28 Aug 2021
Domain Adaptation for Real-World Single View 3D Reconstruction Brandon Leung Siddharth Singh Arik Horodniceanu OOD 20 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 48 52 0 24 Aug 2021
Federated Multi-Target Domain Adaptation Chun-Han Yao Boqing Gong Huayu Chen Qi Yukun Zhu Ming-Hsuan Yang OOD FedML 11 63 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 27 43 0 16 Aug 2021
TVT: Transferable Vision Transformer for Unsupervised Domain Adaptation Jinyu Yang Jingjing Liu N. Xu Junzhou Huang 30 125 0 12 Aug 2021
Zero-Shot Day-Night Domain Adaptation with a Physics Prior A. Lengyel Sourav Garg Michael Milford Jan van Gemert 60 57 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 38 8 0 06 Aug 2021
On the Robustness of Domain Adaption to Adversarial Attacks Liyuan Zhang Yuhang Zhou Lei Zhang OOD AAML 10 2 0 04 Aug 2021
Generalized Source-free Domain Adaptation Shiqi Yang Yaxing Wang Joost van de Weijer Luis Herranz Shangling Jui TTA 38 252 0 03 Aug 2021
Multiple Classifiers Based Maximum Classifier Discrepancy for Unsupervised Domain Adaptation Yiju Yang Taejoon Kim Guanghui Wang 52 2 0 02 Aug 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 26 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 48 126 0 16 Jul 2021
Zero-Round Active Learning Si-An Chen Tianhao Wang R. Jia 67 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 15 91 0 12 Jul 2021
Predicting with Confidence on Unseen Distributions Devin Guillory Vaishaal Shankar Sayna Ebrahimi Trevor Darrell Ludwig Schmidt UQCV OOD 30 117 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 21 6 0 07 Jul 2021
Cross-Lingual Transfer Learning for Statistical Type Inference Zhiming Li Xiaofei Xie Haoliang Li Zhengzi Xu Yi Li Yang Liu 23 2 0 01 Jul 2021
Unsupervised Domain Adaptation with Variational Approximation for Cardiac Segmentation Fuping Wu Xiahai Zhuang OOD DRL 33 72 0 16 Jun 2021
Online Continual Adaptation with Active Self-Training Shiji Zhou Han Zhao Shanghang Zhang Lianzhe Wang Heng Chang Zhi Wang Wenwu Zhu CLL 43 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 48 0 0 11 Jun 2021