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Domain-Adversarial Training of Neural Networks

28 May 2015

Papers citing "Domain-Adversarial Training of Neural Networks"

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Title
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 245 0 0 10 Feb 2025
Decision Boundary Optimization-Informed Domain Adaptation Lingkun Luo Shiqiang Hu Jie Yang Liming Chen AI4CE 89 0 0 10 Feb 2025
Beyond Batch Learning: Global Awareness Enhanced Domain Adaptation Lingkun Luo Shiqiang Hu Liming Chen 167 0 0 10 Feb 2025
A Privacy-Preserving Domain Adversarial Federated learning for multi-site brain functional connectivity analysis Yanzhe Zhang Likai Wang Kuan-Jui Su Aiying Zhang Hao Zhu Xiaowen Liu Hui Shen Vince D. Calhoun Yuping Wang H. Deng 98 0 0 03 Feb 2025
GDO: Gradual Domain Osmosis Zixi Wang Yubo Huang 465 0 0 31 Jan 2025
Gradual Domain Adaptation for Graph Learning Pui Ieng Lei Ximing Chen Yijun Sheng Yanyan Liu J. Guo Zhiguo Gong OOD 123 0 0 29 Jan 2025
Binary Losses for Density Ratio Estimation Werner Zellinger 138 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 130 1 0 28 Jan 2025
FedAlign: Federated Domain Generalization with Cross-Client Feature Alignment Sunny Gupta Vinay Sutar Varunav Singh Amit Sethi 117 0 0 28 Jan 2025
Radiologist-in-the-Loop Self-Training for Generalizable CT Metal Artifact Reduction Chenglong Ma Zilong Li Yongqian Li Jing Han Junping Zhang Yi Zhang Jiannan Liu Hongming Shan 43 0 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 112 0 0 20 Jan 2025
GenAI Content Detection Task 3: Cross-Domain Machine-Generated Text Detection Challenge Liam Dugan Andrew Zhu Firoj Alam Preslav Nakov Marianna Apidianaki Chris Callison-Burch DeLMO 106 8 0 15 Jan 2025
Knowledge Distillation and Enhanced Subdomain Adaptation Using Graph Convolutional Network for Resource-Constrained Bearing Fault Diagnosis Mohammadreza Kavianpour Parisa Kavianpour Amin Ramezani Mohammad T. H. Beheshti 82 0 0 13 Jan 2025
Neural Network Prediction of Strong Lensing Systems with Domain Adaptation and Uncertainty Quantification Shrihan Agarwal A. Ćiprijanović Brian D. Nord OOD 81 1 0 08 Jan 2025
Prism: Mining Task-aware Domains in Non-i.i.d. IMU Data for Flexible User Perception Yunzhe Li Facheng Hu Hongzi Zhu Quan Liu Xiaoke Zhao Jiangang Shen Shan Chang Minyi Guo 43 1 0 03 Jan 2025
Domain-invariant feature learning in brain MR imaging for content-based image retrieval Shuya Tobari Shuhei Tomoshige Hayato Muraki K. Oishi Hitoshi Iyatomi MedIm OOD 93 0 0 03 Jan 2025
Source-free Semantic Regularization Learning for Semi-supervised Domain Adaptation Xinyang Huang Chuang Zhu Ruiying Ren Shengjie Liu Tiejun Huang 189 0 0 03 Jan 2025
CASUAL: Conditional Support Alignment for Domain Adaptation with Label Shift A. Nguyen Lam C. Tran Anh Tong Tuan-Duy H. Nguyen Toan M. Tran 89 1 0 31 Dec 2024
Contrastive Conditional Alignment based on Label Shift Calibration for Imbalanced Domain Adaptation Xiaona Sun Zhenyu Wu Zhiqiang Zhan Yang Ji 95 1 0 31 Dec 2024
Audiopedia: Audio QA with Knowledge Abhirama Subramanyam Penamakuri Kiran Chhatre Akshat Jain KELM AuLLM RALM 164 0 0 31 Dec 2024
Vitron: A Unified Pixel-level Vision LLM for Understanding, Generating, Segmenting, Editing Hao Fei Shengqiong Wu Hao Zhang Tat-Seng Chua Shuicheng Yan 173 42 0 31 Dec 2024
CrossSpeech++: Cross-lingual Speech Synthesis with Decoupled Language and Speaker Generation Ji-Hoon Kim Hong-Sun Yang Yoon-Cheol Ju Il-Hwan Kim Byeong-Yeol Kim Joon Son Chung BDL 116 0 0 31 Dec 2024
Empirical likelihood for Fréchet means on open books Karthik Bharath Huiling Le A. Wood Xi Yan 173 4 0 25 Dec 2024
CrackUDA: Incremental Unsupervised Domain Adaptation for Improved Crack Segmentation in Civil Structures Kushagra Srivastava Damodar Datta Kancharla Rizvi Tahereen P. Ramancharla Ravi Kiran Sarvadevabhatla Harikumar Kandath 168 0 0 20 Dec 2024
Multi-Source Unsupervised Domain Adaptation with Prototype Aggregation Min Huang Zifeng Xie Bo Sun Ning Wang 145 0 0 20 Dec 2024
Generalizable Sensor-Based Activity Recognition via Categorical Concept Invariant Learning Di Xiong Shuoyuan Wang Lei Zhang Wenbo Huang Chaolei Han 99 0 0 18 Dec 2024
Seeking Consistent Flat Minima for Better Domain Generalization via Refining Loss Landscapes Aodi Li Liansheng Zhuang Xiao Long Minghong Yao Shafei Wang 499 1 0 18 Dec 2024
Rehearsal-Free Continual Federated Learning with Synergistic Synaptic Intelligence Yichen Li Yuying Wang Haozhao Wang Yining Qi Tianzhe Xiao Ruixuan Li 209 1 0 18 Dec 2024
Open-Set Heterogeneous Domain Adaptation: Theoretical Analysis and Algorithm Thai-Hoang Pham Yuanlong Wang Changchang Yin Xueru Zhang Ping Zhang 117 0 0 17 Dec 2024
CLDA-YOLO: Visual Contrastive Learning Based Domain Adaptive YOLO Detector Tianheng Qiu Ka Lung Law Guanghua Pan Jufei Wang Xin Gao Xuan Huang Hu Wei 125 0 0 16 Dec 2024
What Matters in Learning A Zero-Shot Sim-to-Real RL Policy for Quadrotor Control? A Comprehensive Study Jiayu Chen Chao Yu Yuqing Xie Feng Gao Yinuo Chen ... Shilong Ji Mo Mu Yi Wu H. Yang Yu Wang 191 4 0 16 Dec 2024
Meta Curvature-Aware Minimization for Domain Generalization Zhaoyu Chen Yiwen Ye Feilong Tang Yongsheng Pan Yong-quan Xia BDL 440 1 0 16 Dec 2024
RoLargeSum: A Large Dialect-Aware Romanian News Dataset for Summary, Headline, and Keyword Generation Andrei-Marius Avram Mircea Timpuriu Andreea Iuga Vlad-Cristian Matei Iulian-Marius Taiatu Tudor Găină Dumitru-Clementin Cercel Florin-Catalin Pop Mihaela-Claudia Cercel 182 1 0 15 Dec 2024
Learning Latent Spaces for Domain Generalization in Time Series Forecasting Songgaojun Deng Maarten de Rijke CML AI4TS OOD BDL 122 0 0 15 Dec 2024
TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram Mingxi Lei Chunwei Ma Meng Ding Yufan Zhou Ziyun Huang Jinhui Xu 141 0 0 10 Dec 2024
Policy-shaped prediction: avoiding distractions in model-based reinforcement learning Miles Hutson Isaac Kauvar Nick Haber 154 0 0 08 Dec 2024
Estimating the treatment effect over time under general interference through deep learner integrated TMLE Suhan Guo Furao Shen Ni Li CML 154 0 0 06 Dec 2024
Structure-Aware Stylized Image Synthesis for Robust Medical Image Segmentation Jie Bao Zhixin Zhou Wen Jung Li Rui Luo MedIm 111 0 0 05 Dec 2024
GenMix: Effective Data Augmentation with Generative Diffusion Model Image Editing Khawar Islam M. Zaheer Arif Mahmood Karthik Nandakumar Naveed Akhtar DiffM 179 2 0 03 Dec 2024
Scalable Out-of-distribution Robustness in the Presence of Unobserved Confounders Parjanya Prashant Seyedeh Baharan Khatami Bruno Ribeiro Babak Salimi 171 1 0 29 Nov 2024
Enhancing AI microscopy for foodborne bacterial classification via adversarial domain adaptation across optical and biological variability Siddhartha Bhattacharya Aarham Wasit Mason Earles Nitin Nitin Luyao Ma Jiyoon Yi AAML 100 0 0 29 Nov 2024
An Ensemble Approach for Brain Tumor Segmentation and Synthesis Juampablo Heras Rivera Agamdeep Chopra Tianyi Ren Hitender Oswal Yutong Pan ... Akshay Jaikanth Pavan Kancharla Jacob Ruzevick Daniela Ushizima Mehmet Kurt 129 2 0 26 Nov 2024
PROGRESSOR: A Perceptually Guided Reward Estimator with Self-Supervised Online Refinement Tewodros Ayalew Xiao Zhang Kevin Yuanbo Wu Tianchong Jiang Michael Maire Matthew R. Walter OffRL 172 1 0 26 Nov 2024
DATTA: Domain-Adversarial Test-Time Adaptation for Cross-Domain WiFi-Based Human Activity Recognition Julian Strohmayer Rafael Sterzinger Matthias Wödlinger Martin Kampel TTA 193 0 0 20 Nov 2024
AGLP: A Graph Learning Perspective for Semi-supervised Domain Adaptation Houcheng Su Mengzhu Wang Jiao Li Nan Yin Liang Yang Li Shen 118 0 0 20 Nov 2024
Probe-Me-Not: Protecting Pre-trained Encoders from Malicious Probing Ruyi Ding Tong Zhou Lili Su A. A. Ding Xiaolin Xu Yunsi Fei AAML 144 2 0 19 Nov 2024
Invariant Shape Representation Learning For Image Classification Tonmoy Hossain Jing Ma Jundong Li Miaomiao Zhang 130 2 0 19 Nov 2024
Generalizable Person Re-identification via Balancing Alignment and Uniformity Y. Cho JaeYoon Kim Woo Jae Kim Junsik Jung Sung-eui Yoon CVBM OOD 130 0 0 18 Nov 2024
MaskMedPaint: Masked Medical Image Inpainting with Diffusion Models for Mitigation of Spurious Correlations Qixuan Jin Walter Gerych Marzyeh Ghassemi DiffM MedIm 69 0 0 16 Nov 2024
Drift-Resilient TabPFN: In-Context Learning Temporal Distribution Shifts on Tabular Data Kai Helli David Schnurr Noah Hollmann Samuel G. Müller Frank Hutter OOD 152 10 0 15 Nov 2024