Deep Domain Confusion: Maximizing for Domain Invariance

10 December 2014

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

50 / 959 papers shown

Title
Crucial Semantic Classifier-based Adversarial Learning for Unsupervised Domain Adaptation Yumin Zhang Yajun Gao Hongliu Li Ating Yin Duzhen Zhang Xiuyi Chen 87 0 0 03 Feb 2023
Class Overwhelms: Mutual Conditional Blended-Target Domain Adaptation P. Xu Boyu Wang Charles Ling 108 6 0 03 Feb 2023
Discriminator-free Unsupervised Domain Adaptation for Multi-label Image Classification Inder Pal Singh Enjie Ghorbel Anis Kacem A. Rathinam Djamila Aouada 101 3 0 25 Jan 2023
The Conditional Cauchy-Schwarz Divergence with Applications to Time-Series Data and Sequential Decision Making Shujian Yu Hongming Li Sigurd Løkse Robert Jenssen José C. Príncipe BDL 132 6 0 21 Jan 2023
Representation Learning for Tablet and Paper Domain Adaptation in Favor of Online Handwriting Recognition Felix Ott David Rügamer Lucas Heublein Bernd Bischl Christopher Mutschler OOD 57 1 0 16 Jan 2023
Self-Training Guided Disentangled Adaptation for Cross-Domain Remote Sensing Image Semantic Segmentation Qi Zhao Shuchang Lyu Binghao Liu Lijiang Chen Hongbo Zhao 147 21 0 13 Jan 2023
High-level semantic feature matters few-shot unsupervised domain adaptation Lei Yu Wanqi Yang Sheng Huang Lei Wang Ming Yang 72 4 0 05 Jan 2023
StitchNet: Composing Neural Networks from Pre-Trained Fragments Surat Teerapittayanon Marcus Z. Comiter Bradley McDanel H. T. Kung 109 1 0 05 Jan 2023
Discriminative Radial Domain Adaptation Zenan Huang Jun Wen Siheng Chen Linchao Zhu Nenggan Zheng OOD 130 14 0 01 Jan 2023
DRG-Net: Interactive Joint Learning of Multi-lesion Segmentation and Classification for Diabetic Retinopathy Grading Hasan Md Tusfiqur D. M. Nguyen M. T. N. Truong T. A. Nguyen Binh Duc Nguyen ... H. Profitlich Ngoc T. T. Than Ngan Le P. Xie Daniel Sonntag MedIm 90 8 0 30 Dec 2022
Dual Moving Average Pseudo-Labeling for Source-Free Inductive Domain Adaptation Hao Yan Yuhong Guo 66 4 0 15 Dec 2022
An Empirical Study on Multi-Domain Robust Semantic Segmentation Yajie Liu Pu Ge Qingjie Liu Shichao Fan Yunhong Wang 52 2 0 08 Dec 2022
Contrastive Domain Adaptation for Time-Series via Temporal Mixup Emadeldeen Eldele Mohamed Ragab Zhenghua Chen Min-man Wu C. Kwoh Xiaoli Li AI4TS 60 35 0 03 Dec 2022
Towards Generalized Open Information Extraction Yu Bowen Zhenyu Zhang Jingyang Li Haiyang Yu Tingwen Liu Jianguo Sun Yongbin Li Bin Wang 80 1 0 29 Nov 2022
Label Alignment Regularization for Distribution Shift Ehsan Imani Guojun Zhang Runjia Li Jun Luo Pascal Poupart Philip H. S. Torr Yangchen Pan 82 2 0 27 Nov 2022
Wild-Time: A Benchmark of in-the-Wild Distribution Shift over Time Huaxiu Yao Caroline Choi Bochuan Cao Yoonho Lee Pang Wei Koh Chelsea Finn OOD 93 79 0 25 Nov 2022
Anatomy-guided domain adaptation for 3D in-bed human pose estimation Alexander Bigalke Christoph Großbröhmer Jasper Diesel Carlotta Hennigs P. Rostalski M. Heinrich OOD 3DH 90 13 0 22 Nov 2022
Understanding and Improving Visual Prompting: A Label-Mapping Perspective Aochuan Chen Yuguang Yao Pin-Yu Chen Yihua Zhang Sijia Liu VPVLM VLM 170 83 0 21 Nov 2022
Modeling Hierarchical Structural Distance for Unsupervised Domain Adaptation Yingxue Xu Guihua Wen Yang Hu Pei Yang OT 125 4 0 21 Nov 2022
Multi-source Domain Adaptation for Text-independent Forensic Speaker Recognition Zhenyu Wang John H. L. Hansen 127 21 0 17 Nov 2022
I Can't Believe There's No Images! Learning Visual Tasks Using only Language Supervision Sophia Gu Christopher Clark Aniruddha Kembhavi VLM 88 26 0 17 Nov 2022
Explainable, Domain-Adaptive, and Federated Artificial Intelligence in Medicine Ahmad Chaddad Qizong Lu Jiali Li Y. Katib R. Kateb C. Tanougast Ahmed Bouridane Ahmed Abdulkadir OOD 82 38 0 17 Nov 2022
Cross-Mode Knowledge Adaptation for Bike Sharing Demand Prediction using Domain-Adversarial Graph Neural Networks Yuebing Liang Guan Huang Zhan Zhao OOD 78 15 0 16 Nov 2022
AdaTriplet-RA: Domain Matching via Adaptive Triplet and Reinforced Attention for Unsupervised Domain Adaptation Xinyao Shu Shiyang Yan Zhenyu Lu Xinshao Wang Yuan Xie 82 2 0 16 Nov 2022
Unsupervised Domain Adaptation Based on the Predictive Uncertainty of Models JoonHo Lee Gyemin Lee 76 12 0 16 Nov 2022
HMOE: Hypernetwork-based Mixture of Experts for Domain Generalization Jingang Qu T. Faney Zehao Wang Patrick Gallinari Soleiman Yousef J. D. Hemptinne OOD 108 7 0 15 Nov 2022
Explaining Cross-Domain Recognition with Interpretable Deep Classifier Yiheng Zhang Ting Yao Zhaofan Qiu Tao Mei OOD 84 3 0 15 Nov 2022
Adversarial and Random Transformations for Robust Domain Adaptation and Generalization Liang Xiao Jiaolong Xu Dawei Zhao Erke Shang Qi Zhu Bin Dai OOD 76 6 0 13 Nov 2022
LLEDA -- Lifelong Self-Supervised Domain Adaptation Mamatha Thota Dewei Yi Georgios Leontidis CLL 132 7 0 12 Nov 2022
Divide and Contrast: Source-free Domain Adaptation via Adaptive Contrastive Learning Ziyi Zhang Weikai Chen Hui Cheng Zerui Li Siyuan Li Liang Lin Guanbin Li 72 67 0 12 Nov 2022
On the Domain Adaptation and Generalization of Pretrained Language Models: A Survey Xu Guo Han Yu LM&MA VLM 145 30 0 06 Nov 2022
MiddleGAN: Generate Domain Agnostic Samples for Unsupervised Domain Adaptation Ye Gao Zhendong Chu Hongning Wang John A. Stankovic OOD GAN 61 1 0 06 Nov 2022
Learning on the Job: Self-Rewarding Offline-to-Online Finetuning for Industrial Insertion of Novel Connectors from Vision Ashvin Nair Brian Zhu Gokul Narayanan Eugen Solowjow Sergey Levine OffRL OnRL 138 16 0 27 Oct 2022
Multi-Domain Long-Tailed Learning by Augmenting Disentangled Representations Xinyu Yang Huaxiu Yao Allan Zhou Chelsea Finn 86 3 0 25 Oct 2022
Unsupervised Non-transferable Text Classification Guangtao Zeng Wei Lu 108 6 0 23 Oct 2022
Surgical Fine-Tuning Improves Adaptation to Distribution Shifts Yoonho Lee Annie S. Chen Fahim Tajwar Ananya Kumar Huaxiu Yao Percy Liang Chelsea Finn OOD 139 214 0 20 Oct 2022
OpenEarthMap: A Benchmark Dataset for Global High-Resolution Land Cover Mapping J. Xia Naoto Yokoya B. Adriano Clifford Broni-Bediako VLM 92 74 0 19 Oct 2022
Semi-Supervised Domain Adaptation with Auto-Encoder via Simultaneous Learning Md. Mahmudur Rahman Yikang Shen Mohammad Arif Ul Alam 48 5 0 18 Oct 2022
Attention Regularized Laplace Graph for Domain Adaptation Lingkun Luo Limin Chen Shiqiang Hu AI4CE 88 7 0 15 Oct 2022
Reducing Annotation Effort by Identifying and Labeling Contextually Diverse Classes for Semantic Segmentation Under Domain Shift Sharat Agarwal Saket Anand Chetan Arora 73 1 0 13 Oct 2022
Hierarchical Instance Mixing across Domains in Aerial Segmentation Edoardo Arnaudo A. Tavera F. Dominici Carlo Masone Barbara Caputo 68 7 0 12 Oct 2022
C-Mixup: Improving Generalization in Regression Huaxiu Yao Yiping Wang Linjun Zhang James Zou Chelsea Finn UQCV OOD 98 62 0 11 Oct 2022
Attention Diversification for Domain Generalization Rang Meng Xianfeng Li Weijie Chen Shicai Yang Mingli Song Xinchao Wang Lei Zhang Mingli Song Di Xie Shiliang Pu 78 42 0 09 Oct 2022
Constrained Maximum Cross-Domain Likelihood for Domain Generalization Jianxin Lin Yongqiang Tang Junping Wang Wensheng Zhang OOD 84 6 0 09 Oct 2022
Meta-DMoE: Adapting to Domain Shift by Meta-Distillation from Mixture-of-Experts Tao Zhong Zhixiang Chi Li Gu Yang Wang Yuanhao Yu Jingshan Tang OOD 147 34 0 08 Oct 2022
InfoOT: Information Maximizing Optimal Transport Ching-Yao Chuang Stefanie Jegelka David Alvarez-Melis OT 123 12 0 06 Oct 2022
Learning Across Domains and Devices: Style-Driven Source-Free Domain Adaptation in Clustered Federated Learning Donald Shenaj Eros Fani Marco Toldo Debora Caldarola A. Tavera Umberto Michieli Marco Ciccone Pietro Zanuttigh Barbara Caputo FedML 94 39 0 05 Oct 2022
Robust Target Training for Multi-Source Domain Adaptation Zhongying Deng Da Li Yi-Zhe Song Tao Xiang OOD 74 3 0 04 Oct 2022
Leveraging unsupervised data and domain adaptation for deep regression in low-cost sensor calibration Swapnil Dey Vipul Arora S. Tripathi OOD 86 1 0 02 Oct 2022
Generalizability of Adversarial Robustness Under Distribution Shifts Kumail Alhamoud Hasan Hammoud Motasem Alfarra Guohao Li OOD 152 9 0 29 Sep 2022