Domain-Adversarial Training of Neural Networks

28 May 2015

Papers citing "Domain-Adversarial Training of Neural Networks"

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Title
Do regularization methods for shortcut mitigation work as intended? Haoyang Hong Ioanna Papanikolaou Sonali Parbhoo 47 1 0 21 Mar 2025
Opportunities and Challenges of Frontier Data Governance With Synthetic Data Madhavendra Thakur Jason Hausenloy 51 0 0 21 Mar 2025
Don't lie to your friends: Learning what you know from collaborative self-play Jacob Eisenstein Reza Aghajani Adam Fisch Dheeru Dua Fantine Huot Mirella Lapata Vicky Zayats Jonathan Berant 70 0 0 18 Mar 2025
Domain Generalization for Improved Human Activity Recognition in Office Space Videos Using Adaptive Pre-processing Partho Ghosh Raisa Bentay Hossain Mohammad Zunaed Taufiq Hasan 53 0 0 16 Mar 2025
An Real-Sim-Real (RSR) Loop Framework for Generalizable Robotic Policy Transfer with Differentiable Simulation Lu Shi Y. Xu Shiyu Wang Jinhao Huang Wenhao Zhao Yufei Jia Zike Yan Weibin Gu Guyue Zhou 57 0 0 13 Mar 2025
Handling Domain Shifts for Anomalous Sound Detection: A Review of DCASE-Related Work Kevin Wilkinghoff Takuya Fujimura Keisuke Imoto Jonathan Le Roux Zheng-Hua Tan T. Toda 48 0 0 13 Mar 2025
Towards Hardware Supported Domain Generalization in DNN-Based Edge Computing Devices for Health Monitoring Johnson Loh Lyubov Dudchenko Justus Viga T. Gemmeke 57 0 0 12 Mar 2025
Source-free domain adaptation based on label reliability for cross-domain bearing fault diagnosis W. Wu Hao Zhang Zhisen Wei Xiao-Yuan Jing Qinghua Zhang Songsong Wu 38 0 0 11 Mar 2025
Domain Adaptation and Entanglement: an Optimal Transport Perspective Okan Koç Alexander Soen Chao-Kai Chiang Masashi Sugiyama OOD AAML 62 0 0 11 Mar 2025
What's in a Latent? Leveraging Diffusion Latent Space for Domain Generalization Xavier Thomas Deepti Ghadiyaram DiffM 87 0 0 09 Mar 2025
Generalizable Image Repair for Robust Visual Autonomous Racing Carson Sobolewski Zhenjiang Mao Kshitij Vejre Ivan Ruchkin 50 0 0 07 Mar 2025
Partial Distribution Alignment via Adaptive Optimal Transport Pei Yang Qi Tan Guihua Wen 33 0 0 07 Mar 2025
Spatial Distillation based Distribution Alignment (SDDA) for Cross-Headset EEG Classification Dingkun Liu Siyang Li Ziwei Wang Wei Li Dongrui Wu 41 0 0 07 Mar 2025
Meta Learning not to Learn: Robustly Informing Meta-Learning under Nuisance-Varying Families Louis McConnell OOD CML 45 0 0 06 Mar 2025
HyDA: Hypernetworks for Test Time Domain Adaptation in Medical Imaging Analysis Doron Serebro Tammy Riklin-Raviv OOD 58 0 0 06 Mar 2025
Feature Matching Intervention: Leveraging Observational Data for Causal Representation Learning Haoze Li Jun Xie CML 56 0 0 05 Mar 2025
Adaptive Camera Sensor for Vision Models Eunsu Baek Sunghwan Han Taesik Gong Hyung-Sin Kim VLM Presented at ResearchTrend Connect \| VLM on 28 Mar 2025 159 0 0 04 Mar 2025
SHADE-AD: An LLM-Based Framework for Synthesizing Activity Data of Alzheimer's Patients Heming Fu Hongkai Chen Shan Lin Guoliang Xing 67 1 0 03 Mar 2025
Robustness to Geographic Distribution Shift using Location Encoders Ruth Crasto OOD 76 0 0 03 Mar 2025
OCL: Ordinal Contrastive Learning for Imputating Features with Progressive Labels Seunghun Baek Jaeyoon Sim Guorong Wu Won Hwa Kim MedIm 55 1 0 03 Mar 2025
Modality-Agnostic Style Transfer for Holistic Feature Imputation Seunghun Baek Jaeyoon Sim Mustafa Dere Minjeong Kim Guorong Wu Won Hwa Kim MedIm 60 0 0 03 Mar 2025
Understanding the Limits of Deep Tabular Methods with Temporal Shift Hao-Run Cai Han-Jia Ye AI4TS 46 2 0 27 Feb 2025
Gradient-Guided Annealing for Domain Generalization Aristotelis Ballas Christos Diou OOD 136 0 0 27 Feb 2025
FAA-CLIP: Federated Adversarial Adaptation of CLIP Yihang Wu A. Chaddad Christian Desrosiers Tareef Daqqaq R. Kateb VLM 49 0 0 26 Feb 2025
GraphBridge: Towards Arbitrary Transfer Learning in GNNs Li Ju Xingyi Yang Qi Li Xinchao Wang 42 0 0 26 Feb 2025
Model Adaptation: Unsupervised Domain Adaptation without Source Data Rui Li Qianfen Jiao Wenming Cao Hau-San Wong Si Wu OOD 80 480 0 26 Feb 2025
Graph Augmentation for Cross Graph Domain Generalization Guanzi Chen Jiying Zhang Yang Li 68 0 0 25 Feb 2025
Teleology-Driven Affective Computing: A Causal Framework for Sustained Well-Being Bin Yin Chong-Yi Liu Liya Fu Jinkun Zhang AI4TS 38 1 0 24 Feb 2025
A survey of datasets for computer vision in agriculture Nico Heider Lorenz Gunreben Sebastian Zürner Martin Schieck 39 1 0 24 Feb 2025
Stein Discrepancy for Unsupervised Domain Adaptation Anneke von Seeger Dongmian Zou Gilad Lerman 89 0 0 24 Feb 2025
Provable Benefits of Unsupervised Pre-training and Transfer Learning via Single-Index Models Taj Jones-McCormick Aukosh Jagannath S. Sen 51 0 0 24 Feb 2025
Time Series Domain Adaptation via Latent Invariant Causal Mechanism Ruichu Cai Junxian Huang Zhenhui Yang Zijian Li Emadeldeen Eldele Min Wu Fuchun Sun OOD CML BDL AI4TS 49 0 0 23 Feb 2025
Transfer Learning with Pre-trained Conditional Generative Models Shinýa Yamaguchi Sekitoshi Kanai Atsutoshi Kumagai Daiki Chijiwa H. Kashima VLM CLL BDL DiffM 127 5 0 21 Feb 2025
Towards Robust ESG Analysis Against Greenwashing Risks: Aspect-Action Analysis with Cross-Category Generalization Keane Ong Rui Mao Deeksha Varshney Erik Cambria G. Mengaldo 51 0 0 20 Feb 2025
Multi-Scale and Multi-Objective Optimization for Cross-Lingual Aspect-Based Sentiment Analysis Chengyan Wu Bolei Ma Ningyuan Deng Yanqing He Yun Xue 83 0 0 20 Feb 2025
Unveiling Mode Connectivity in Graph Neural Networks Bingheng Li Z. Chen Haoyu Han Shenglai Zeng J. Liu Jiliang Tang 43 0 0 18 Feb 2025
CrossFi: A Cross Domain Wi-Fi Sensing Framework Based on Siamese Network Zijian Zhao Tingwei Chen Zhijie Cai Xiaoyang Li Hang Li Qimei Chen Guangxu Zhu 58 3 0 17 Feb 2025
GeneralizeFormer: Layer-Adaptive Model Generation across Test-Time Distribution Shifts Sameer Ambekar Zehao Xiao Xiantong Zhen Cees G. M. Snoek OOD 60 0 0 15 Feb 2025
Simulations of Common Unsupervised Domain Adaptation Algorithms for Image Classification A. Chaddad Yihang Wu Yuchen Jiang Ahmed Bouridane Christian Desrosiers 63 2 0 15 Feb 2025
Beyond Batch Learning: Global Awareness Enhanced Domain Adaptation Lingkun Luo Shiqiang Hu Liming Luke Chen 78 0 0 10 Feb 2025
Transfer Your Perspective: Controllable 3D Generation from Any Viewpoint in a Driving Scene Tai-Yu Pan Sooyoung Jeon Mengdi Fan Jinsu Yoo Zhenyang Feng Mark E. Campbell Kilian Q. Weinberger Bharath Hariharan Wei-Lun Chao 106 0 0 10 Feb 2025
Decision Boundary Optimization-Informed Domain Adaptation Lingkun Luo Shiqiang Hu Jie-jin Yang Liming Luke Chen AI4CE 54 0 0 10 Feb 2025
A Privacy-Preserving Domain Adversarial Federated learning for multi-site brain functional connectivity analysis Y. Zhang Likai Wang Kuan-Jui Su Aiying Zhang Hao Zhu Xiaowen Liu Hui Shen Vince D. Calhoun Yuping Wang H. Deng 58 0 0 03 Feb 2025
GDO: Gradual Domain Osmosis Zixi Wang Yubo Huang 139 0 0 31 Jan 2025
Compositional Generalization Requires More Than Disentangled Representations Qiyao Liang Daoyuan Qian Liu Ziyin Ila Fiete DRL OCL CoGe 132 0 0 30 Jan 2025
Gradual Domain Adaptation for Graph Learning Pui Ieng Lei Ximing Chen Yijun Sheng Yanyan Liu J. Guo Zhiguo Gong OOD 41 0 0 29 Jan 2025
FedAlign: Federated Domain Generalization with Cross-Client Feature Alignment Sunny Gupta Vinay Sutar Varunav Singh Amit Sethi 39 0 0 28 Jan 2025
Binary Losses for Density Ratio Estimation Werner Zellinger 48 0 0 28 Jan 2025
Bridging Contrastive Learning and Domain Adaptation: Theoretical Perspective and Practical Application Gonzalo Iñaki Quintana Laurence Vancamberg Vincent Jugnon Agnès Desolneux Mathilde Mougeot MedIm 46 1 0 28 Jan 2025
Noise-Agnostic Multitask Whisper Training for Reducing False Alarm Errors in Call-for-Help Detection Myeonghoon Ryu June-Woo Kim Minseok Oh Suji Lee Han Park 36 0 0 20 Jan 2025