Domain-Adversarial Training of Neural Networks

28 May 2015

Papers citing "Domain-Adversarial Training of Neural Networks"

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Title
Learn to Preserve and Diversify: Parameter-Efficient Group with Orthogonal Regularization for Domain Generalization Jiajun Hu Jian Zhang Lei Qi Yinghuan Shi Yang Gao OOD 33 4 0 21 Jul 2024
Multi-Source and Test-Time Domain Adaptation on Multivariate Signals using Spatio-Temporal Monge Alignment Théo Gnassounou Antoine Collas Rémi Flamary Karim Lounici Alexandre Gramfort 35 2 0 19 Jul 2024
MSCT: Addressing Time-Varying Confounding with Marginal Structural Causal Transformer for Counterfactual Post-Crash Traffic Prediction Shuang Li Ziyuan Pu Nan Zhang Duxin Chen Lu Dong Daniel J. Graham Yinhai Wang 26 0 0 19 Jul 2024
GE2E-AC: Generalized End-to-End Loss Training for Accent Classification Chihiro Watanabe Hirokazu Kameoka 34 0 0 19 Jul 2024
Training-Free Model Merging for Multi-target Domain Adaptation Wenyi Li Huan-ang Gao Mingju Gao Beiwen Tian Rong Zhi Hao Zhao MoMe 48 5 0 18 Jul 2024
Contrastive Adversarial Training for Unsupervised Domain Adaptation Jiahong Chen Zhilin Zhang Lucy Li Behzad Shahrasbi Arjun Mishra 21 1 0 17 Jul 2024
Monocular pose estimation of articulated surgical instruments in open surgery Robert Spektor Tom Friedman Itay Or Gil Bolotin S. Laufer 30 0 0 16 Jul 2024
Dataset Dictionary Learning in a Wasserstein Space for Federated Domain Adaptation Eduardo Fernandes Montesuma F. E. Castellon Fred-Maurice Ngole-Mboula Aurélien Mayoue Antoine Souloumiac Cédric Gouy-Pailler 39 1 0 16 Jul 2024
SKADA-Bench: Benchmarking Unsupervised Domain Adaptation Methods with Realistic Validation On Diverse Modalities Yanis Lalou Théo Gnassounou Antoine Collas Antoine de Mathelin Oleksii Kachaiev Ambroise Odonnat Alexandre Gramfort Thomas Moreau Rémi Flamary 84 0 0 16 Jul 2024
Human-Centric Transformer for Domain Adaptive Action Recognition Kun-Yu Lin Jiaming Zhou Wei-Shi Zheng 26 6 0 15 Jul 2024
GeoMix: Towards Geometry-Aware Data Augmentation Wen-Long Zhao Qitian Wu Chenxiao Yang Junchi Yan 34 2 0 15 Jul 2024
Antibody DomainBed: Out-of-Distribution Generalization in Therapeutic Protein Design Natavsa Tagasovska Ji Won Park Matthieu Kirchmeyer Nathan C. Frey Andrew Watkins ... Arian R. Jamasb Edith Lee Tyler Bryson Stephen Ra Kyunghyun Cho OOD 34 6 0 15 Jul 2024
Representation Learning and Identity Adversarial Training for Facial Behavior Understanding Mang Ning A. A. Salah Itir Onal Ertugrul CVBM 75 4 0 15 Jul 2024
Improving Graph Out-of-distribution Generalization on Real-world Data Can Xu Yao Cheng Jianxiang Yu Haosen Wang Jingsong Lv Xiang Li OOD 31 0 0 14 Jul 2024
FairDomain: Achieving Fairness in Cross-Domain Medical Image Segmentation and Classification Yu Tian Congcong Wen Min Shi Muhammad Muneeb Afzal Hao Huang Muhammad Osama Khan Yan Luo Yi Fang Mengyu Wang OOD 36 7 0 11 Jul 2024
The Misclassification Likelihood Matrix: Some Classes Are More Likely To Be Misclassified Than Others Daniel Sikar Artur Garcez Robin Bloomfield Tillman Weyde Kaleem Peeroo Naman Singh Maeve Hutchinson Dany Laksono Mirela Reljan-Delaney 32 2 0 10 Jul 2024
Simplifying Source-Free Domain Adaptation for Object Detection: Effective Self-Training Strategies and Performance Insights Yan Hao Florent Forest Olga Fink TTA ObjD 30 4 0 10 Jul 2024
Revisiting, Benchmarking and Understanding Unsupervised Graph Domain Adaptation Meihan Liu Zhen Zhang Jiachen Tang Jiajun Bu Bingsheng He Sheng Zhou 31 3 0 09 Jul 2024
Learning with Alignments: Tackling the Inter- and Intra-domain Shifts for Cross-multidomain Facial Expression Recognition Yuxiang Yang L. Wen Xinyi Zeng Yuanyuan Xu Xi Wu Jiliu Zhou Yan Wang 23 3 0 08 Jul 2024
Personalized Federated Domain-Incremental Learning based on Adaptive Knowledge Matching Yichen Li Wenchao Xu Haozhao Wang Ruixuan Li Yining Qi Jingcai Guo CLL 30 13 0 06 Jul 2024
10 Years of Fair Representations: Challenges and Opportunities Mattia Cerrato Marius Köppel Philipp Wolf Stefan Kramer FaML 31 1 0 04 Jul 2024
FDS: Feedback-guided Domain Synthesis with Multi-Source Conditional Diffusion Models for Domain Generalization Mehrdad Noori Milad Cheraghalikhani Ali Bahri G. A. V. Hakim David Osowiechi Moslem Yazdanpanah Ismail Ben Ayed Christian Desrosiers 46 1 0 04 Jul 2024
Prosody-Driven Privacy-Preserving Dementia Detection Dominika Woszczyk Ranya Aloufi Soteris Demetriou 34 2 0 03 Jul 2024
On Generalization for Generative Flow Networks Anas Krichel Nikolay Malkin Salem Lahlou Yoshua Bengio AI4CE 14 1 0 03 Jul 2024
CLIP the Divergence: Language-guided Unsupervised Domain Adaptation Jinjing Zhu Yucheng Chen Lin Wang VLM 48 3 0 01 Jul 2024
Towards Multimodal Open-Set Domain Generalization and Adaptation through Self-supervision Hao Dong Eleni Chatzi Olga Fink 26 3 0 01 Jul 2024
Invariant Correlation of Representation with Label: Enhancing Domain Generalization in Noisy Environments Gaojie Jin Ronghui Mu Xinping Yi Xiaowei Huang Lijun Zhang 67 0 0 01 Jul 2024
Zero-shot domain adaptation based on dual-level mix and contrast Yu Zhe Jun Sakuma VLM 26 0 0 27 Jun 2024
Exclusive Style Removal for Cross Domain Novel Class Discovery Yicheng Wang Feng Liu Junmin Liu Zhen Fang Kai Sun 39 1 0 26 Jun 2024
CTS: Sim-to-Real Unsupervised Domain Adaptation on 3D Detection Meiying Zhang Weiyuan Peng Guangyao Ding Chenyang Lei Chunlin Ji Qi Hao OOD 3DPC 36 1 0 26 Jun 2024
Towards Synchronous Memorizability and Generalizability with Site-Modulated Diffusion Replay for Cross-Site Continual Segmentation Dunyuan Xu Xi Wang Jingyang Zhang Pheng-Ann Heng MedIm CLL 93 0 0 26 Jun 2024
Vox-UDA: Voxel-wise Unsupervised Domain Adaptation for Cryo-Electron Subtomogram Segmentation with Denoised Pseudo Labeling Haoran Li Xingjian Li Jiahua Shi Huaming Chen Bo Du Daisuke Kihara Johan Barthélemy Jun Shen Min Xu 39 0 0 25 Jun 2024
Unsupervised Domain Adaptation for Pediatric Brain Tumor Segmentation Jingru Fu Simone Bendazzoli Orjan Smedby Rodrigo Moreno 23 0 0 24 Jun 2024
Geometric Understanding of Discriminability and Transferability for Visual Domain Adaptation You-Wei Luo Chuan-Xian Ren Xiao-Lin Xu Qingshan Liu 47 1 0 24 Jun 2024
When Invariant Representation Learning Meets Label Shift: Insufficiency and Theoretical Insights You-Wei Luo Chuan-Xian Ren OOD 38 1 0 24 Jun 2024
Exploring Test-Time Adaptation for Object Detection in Continually Changing Environments Shilei Cao Yan Liu Juepeng Zheng Weijia Li Runmin Dong H. Fu TTA OOD 52 1 0 24 Jun 2024
Jacobian Descent for Multi-Objective Optimization Pierre Quinton Valérian Rey 34 3 0 23 Jun 2024
Learning When the Concept Shifts: Confounding, Invariance, and Dimension Reduction Kulunu Dharmakeerthi Y. Hur Tengyuan Liang 32 0 0 22 Jun 2024
PathoWAve: A Deep Learning-based Weight Averaging Method for Improving Domain Generalization in Histopathology Images Parastoo Sotoudeh Sharifi M. Omair Ahmad M. N. S. Swamy MoMe OOD 36 0 0 21 Jun 2024
MOS: Model Synergy for Test-Time Adaptation on LiDAR-Based 3D Object Detection Zhuoxiao Chen Junjie Meng Mahsa Baktashmotlagh Yonggang Zhang Zi Huang Yadan Luo 74 1 0 21 Jun 2024
Mitigating the Human-Robot Domain Discrepancy in Visual Pre-training for Robotic Manipulation Jiaming Zhou Teli Ma Kun-Yu Lin Ronghe Qiu Zifan Wang Junwei Liang 46 3 0 20 Jun 2024
Causal Discovery Inspired Unsupervised Domain Adaptation for Emotion-Cause Pair Extraction Yuncheng Hua Yujin Huang Shuo Huang Tao Feng Lizhen Qu Chris Bain R. Bassed Gholamreza Haffari CML OOD 50 2 0 18 Jun 2024
Revisiting Spurious Correlation in Domain Generalization Bin Qin Jiangmeng Li Yi Li Xuesong Wu Yupeng Wang Wenwen Qiang Jianwen Cao CML 42 1 0 17 Jun 2024
Syn-to-Real Unsupervised Domain Adaptation for Indoor 3D Object Detection Yunsong Wang Na Zhao Gim Hee Lee 3DPC 32 1 0 17 Jun 2024
Robust Channel Learning for Large-Scale Radio Speaker Verification Wenhao Yang Jianguo Wei Wenhuan Lu Lei Li Xugang Lu 48 2 0 16 Jun 2024
ExPLoRA: Parameter-Efficient Extended Pre-Training to Adapt Vision Transformers under Domain Shifts Samar Khanna Medhanie Irgau David B. Lobell Stefano Ermon VLM 32 4 0 16 Jun 2024
What Does Softmax Probability Tell Us about Classifiers Ranking Across Diverse Test Conditions? Weijie Tu Weijian Deng Liang Zheng Tom Gedeon 37 0 0 14 Jun 2024
How Does Distribution Matching Help Domain Generalization: An Information-theoretic Analysis Yuxin Dong Tieliang Gong Hong Chen Shuangyong Song Weizhan Zhang Chen Li OOD 39 0 0 14 Jun 2024
Depth Anything V2 Lihe Yang Bingyi Kang Zilong Huang Zhen Zhao Xiaogang Xu Jiashi Feng Hengshuang Zhao DiffM VLM MDE 59 323 0 13 Jun 2024
Fine-Grained Domain Generalization with Feature Structuralization Wenlong Yu Dongyue Chen Qilong Wang Qinghua Hu 36 0 0 13 Jun 2024