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Domain-Adversarial Training of Neural Networks

28 May 2015

Papers citing "Domain-Adversarial Training of Neural Networks"

50 / 3,643 papers shown

Title
Partial Transportability for Domain Generalization Kasra Jalaldoust Alexis Bellot Elias Bareinboim OOD 130 6 0 30 Mar 2025
Unsupervised Anomaly Detection in Multivariate Time Series across Heterogeneous Domains Vincent Jacob Y. Diao AI4TS 97 0 0 29 Mar 2025
Semantic Library Adaptation: LoRA Retrieval and Fusion for Open-Vocabulary Semantic Segmentation Reza Qorbani Gianluca Villani Theodoros Panagiotakopoulos Marc Botet Colomer Linus Harenstam-Nielsen ... Pier Luigi Dovesi Jussi Karlgren Daniel Cremers F. Tombari Matteo Poggi VLM 97 0 0 27 Mar 2025
HybridoNet-Adapt: A Domain-Adapted Framework for Accurate Lithium-Ion Battery RUL Prediction Khoa Tran Bao Huynh T. Le Lam Pham Vy-Rin Nguyen Hung-Cuong Trinh Duong Tran Anh 124 1 0 27 Mar 2025
Feature Modulation for Semi-Supervised Domain Generalization without Domain Labels Venuri Amarasinghe Asini Jayakody Isun Randila Kalinga Bandara Chamuditha Jayanga Galappaththige Ranga Rodrigo 91 0 0 26 Mar 2025
Stop Walking in Circles! Bailing Out Early in Projected Gradient Descent Philip Doldo Derek Everett Amol Khanna A. Nguyen Edward Raff AAML 85 0 0 25 Mar 2025
Causal invariant geographic network representations with feature and structural distribution shifts Yuhan Wang Silu He Qinyao Luo Hongyuan Yuan Ling Zhao Jiawei Zhu Haifeng Li OOD 118 1 0 25 Mar 2025
Quantifying Symptom Causality in Clinical Decision Making: An Exploration Using CausaLM Mehul Shetty Connor Jordan CML 69 0 0 25 Mar 2025
CustomKD: Customizing Large Vision Foundation for Edge Model Improvement via Knowledge Distillation Jungsoo Lee Debasmit Das Munawar Hayat Sungha Choi Kyuwoong Hwang Fatih Porikli VLM 107 1 0 23 Mar 2025
Decentralized Federated Dataset Dictionary Learning for Multi-Source Domain Adaptation Rebecca Clain Eduardo Fernandes Montesuma Fred-Maurice Ngole-Mboula 76 0 0 22 Mar 2025
Do regularization methods for shortcut mitigation work as intended? Haoyang Hong Ioanna Papanikolaou Sonali Parbhoo 69 1 0 21 Mar 2025
Opportunities and Challenges of Frontier Data Governance With Synthetic Data Madhavendra Thakur Jason Hausenloy 89 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 143 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 98 0 0 16 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 Tomoki Toda 100 0 0 13 Mar 2025
An Real-Sim-Real (RSR) Loop Framework for Generalizable Robotic Policy Transfer with Differentiable Simulation Lu Shi Zifei Shan Shiyu Wang Jinhao Huang Wenhao Zhao Yufei Jia Zike Yan Weibin Gu Guyue Zhou 106 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 148 0 0 12 Mar 2025
Domain Adaptation and Entanglement: an Optimal Transport Perspective Okan Koç Alexander Soen Chao-Kai Chiang Masashi Sugiyama OOD AAML 107 0 0 11 Mar 2025
Source-free domain adaptation based on label reliability for cross-domain bearing fault diagnosis Wei Wu Hao Zhang Zhisen Wei Xiao-Yuan Jing Qinghua Zhang Songsong Wu 87 0 0 11 Mar 2025
What's in a Latent? Leveraging Diffusion Latent Space for Domain Generalization Xavier Thomas Deepti Ghadiyaram DiffM 190 0 0 09 Mar 2025
Generalizable Image Repair for Robust Visual Autonomous Racing Carson Sobolewski Zhenjiang Mao Kshitij Vejre Ivan Ruchkin 87 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 66 0 0 07 Mar 2025
Partial Distribution Alignment via Adaptive Optimal Transport Pei Yang Qi Tan Guihua Wen 150 0 0 07 Mar 2025
HyDA: Hypernetworks for Test Time Domain Adaptation in Medical Imaging Analysis Doron Serebro Tammy Riklin-Raviv OOD 107 0 0 06 Mar 2025
Meta Learning not to Learn: Robustly Informing Meta-Learning under Nuisance-Varying Families Louis McConnell OOD CML 99 0 0 06 Mar 2025
Feature Matching Intervention: Leveraging Observational Data for Causal Representation Learning Haoze Li Jun Xie CML 106 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 211 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 92 2 0 03 Mar 2025
OCL: Ordinal Contrastive Learning for Imputating Features with Progressive Labels Seunghun Baek Jaeyoon Sim Guorong Wu Won Hwa Kim MedIm 116 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 151 0 0 03 Mar 2025
Robustness to Geographic Distribution Shift using Location Encoders Ruth Crasto OOD 113 0 0 03 Mar 2025
Gradient-Guided Annealing for Domain Generalization Aristotelis Ballas Christos Diou OOD 612 1 0 27 Feb 2025
Understanding the Limits of Deep Tabular Methods with Temporal Shift Hao-Run Cai Han-Jia Ye AI4TS 109 4 0 27 Feb 2025
Model Adaptation: Unsupervised Domain Adaptation without Source Data Rui Li Qianfen Jiao Wenming Cao Hau-San Wong Si Wu OOD 314 493 0 26 Feb 2025
GraphBridge: Towards Arbitrary Transfer Learning in GNNs Li Ju Xingyi Yang Qi Li Xinchao Wang 122 0 0 26 Feb 2025
FAA-CLIP: Federated Adversarial Adaptation of CLIP Yihang Wu Ahmad Chaddad Christian Desrosiers Tareef Daqqaq R. Kateb VLM 99 0 0 26 Feb 2025
Graph Augmentation for Cross Graph Domain Generalization Guanzi Chen Jiying Zhang Yang Li 131 0 0 25 Feb 2025
Stein Discrepancy for Unsupervised Domain Adaptation Anneke von Seeger Dongmian Zou Gilad Lerman 189 0 0 24 Feb 2025
Teleology-Driven Affective Computing: A Causal Framework for Sustained Well-Being Bin Yin Chong-Yi Liu Liya Fu Jinkun Zhang AI4TS 80 1 0 24 Feb 2025
Provable Benefits of Unsupervised Pre-training and Transfer Learning via Single-Index Models Taj Jones-McCormick Aukosh Jagannath S. Sen 119 0 0 24 Feb 2025
A survey of datasets for computer vision in agriculture Nico Heider Lorenz Gunreben Sebastian Zürner Martin Schieck 123 3 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 Gang Hua OOD CML BDL AI4TS 110 0 0 23 Feb 2025
Transfer Learning with Pre-trained Conditional Generative Models Shin'ya Yamaguchi Sekitoshi Kanai Atsutoshi Kumagai Daiki Chijiwa H. Kashima VLM CLL BDL DiffM 249 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 Min Zhang G. Mengaldo 154 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 131 0 0 20 Feb 2025
Unveiling Mode Connectivity in Graph Neural Networks Bingheng Li Z. Chen Haoyu Han Shenglai Zeng J. Liu Jiliang Tang 86 1 0 18 Feb 2025
MindLLM: A Subject-Agnostic and Versatile Model for fMRI-to-Text Decoding Weikang Qiu Zheng Huang Haoyu Hu Aosong Feng Yujun Yan Rex Ying 97 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 134 4 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 164 1 0 15 Feb 2025
Simulations of Common Unsupervised Domain Adaptation Algorithms for Image Classification Ahmad Chaddad Yihang Wu Yuchen Jiang Ahmed Bouridane Christian Desrosiers 224 2 0 15 Feb 2025