Domain-Adversarial Training of Neural Networks

28 May 2015

Papers citing "Domain-Adversarial Training of Neural Networks"

50 / 3,494 papers shown

Title
Mice to Machines: Neural Representations from Visual Cortex for Domain Generalization Ahmed Qazi Hamd Jalil Asim Iqbal OOD 24 0 0 11 May 2025
NeuRN: Neuro-inspired Domain Generalization for Image Classification Hamd Jalil Ahmed Qazi Asim Iqbal OOD MedIm 24 0 0 11 May 2025
Boosting Cross-spectral Unsupervised Domain Adaptation for Thermal Semantic Segmentation Seokjun Kwon Jeongmin Shin Namil Kim Soonmin Hwang Yukyung Choi 21 0 0 11 May 2025
TAROT: Towards Essentially Domain-Invariant Robustness with Theoretical Justification Dongyoon Yang Jihu Lee Yongdai Kim 29 0 0 10 May 2025
A Short Overview of Multi-Modal Wi-Fi Sensing Zijian Zhao 29 0 0 10 May 2025
Concept-Based Unsupervised Domain Adaptation Xinyue Xu Y. Hu Hui Tang Yi Qin Lu Mi Hao Wang Xiaomeng Li 50 0 0 08 May 2025
VaCDA: Variational Contrastive Alignment-based Scalable Human Activity Recognition Soham Khisa Avijoy Chakma 45 0 0 08 May 2025
Threshold Modulation for Online Test-Time Adaptation of Spiking Neural Networks Kejie Zhao Wenjia Hua Aiersi Tuerhong Luziwei Leng Yuxin Ma Qinghua Guo 90 0 0 08 May 2025
Domain Adversarial Training for Mitigating Gender Bias in Speech-based Mental Health Detection June-Woo Kim Haram Yoon Wonkyo Oh Dawoon Jung Sung-Hoon Yoon Dae-Jin Kim Dong-Ho Lee Sang-Yeol Lee Chan-Mo Yang 36 0 0 06 May 2025
Multi-modal cascade feature transfer for polymer property prediction Kiichi Obuchi Yuta Yahagi Kiyohiko Toyama Shukichi Tanaka Kota Matsui 42 0 0 06 May 2025
Personalisation or Prejudice? Addressing Geographic Bias in Hate Speech Detection using Debias Tuning in Large Language Models Paloma Piot Patricia Martín-Rodilla Javier Parapar 43 0 0 04 May 2025
Soft-Masked Semi-Dual Optimal Transport for Partial Domain Adaptation Yi-Ming Zhai Chuan-Xian Ren Hong Yan 47 0 0 03 May 2025
A Physics-preserved Transfer Learning Method for Differential Equations Hao-Ran Yang Chuan-Xian Ren 110 0 0 02 May 2025
FAST-Q: Fast-track Exploration with Adversarially Balanced State Representations for Counterfactual Action Estimation in Offline Reinforcement Learning Pulkit Agrawal Rukma Talwadker Aditya Pareek Tridib Mukherjee OffRL 25 0 0 30 Apr 2025
JurisCTC: Enhancing Legal Judgment Prediction via Cross-Domain Transfer and Contrastive Learning Zhaolu Kang Hongtian Cai Xiangyang Ji Jinzhe Li Nanfei Gu AILaw ELM 45 0 0 24 Apr 2025
FrogDogNet: Fourier frequency Retained visual prompt Output Guidance for Domain Generalization of CLIP in Remote Sensing Hariseetharam Gunduboina Muhammad Haris Khan Biplab Banerjee VLM 42 0 0 23 Apr 2025
Learning Compositional Transferability of Time Series for Source-Free Domain Adaptation Hankang Sun Guiming Li Su Yang Baoqi Li AI4TS TTA 56 0 0 21 Apr 2025
Context Aware Grounded Teacher for Source Free Object Detection Tajamul Ashraf Rajes Manna Partha Sarathi Purkayastha Tavaheed Tariq Janibul Bashir 25 0 0 21 Apr 2025
Exploring Modality Guidance to Enhance VFM-based Feature Fusion for UDA in 3D Semantic Segmentation Johannes Spoecklberger W. Lin Pedro Hermosilla Sivan Doveh Horst Possegger M. Jehanzeb Mirza 17 0 0 19 Apr 2025
Representation Learning for Tabular Data: A Comprehensive Survey Jun-Peng Jiang Si-Yang Liu Hao-Run Cai Qile Zhou Han-Jia Ye LMTD 41 0 0 17 Apr 2025
Transferable Deployment of Semantic Edge Inference Systems via Unsupervised Domain Adaption Weiqiang Jiao Suzhi Bi X. Li Cheng Guo Hao Chen Zhi Quan 36 0 0 16 Apr 2025
Deep Learning Approaches for Medical Imaging Under Varying Degrees of Label Availability: A Comprehensive Survey Siteng Ma Honghui Du Yu An Jing Wang Qinqin Wang Haochang Wu Aonghus Lawlor Ruihai Dong 32 0 0 15 Apr 2025
Domain-Adversarial Neural Network and Explainable AI for Reducing Tissue-of-Origin Signal in Pan-cancer Mortality Classification Cristian Padron-Manrique Juan José Oropeza Valdez Osbaldo Resendis-Antonio MedIm 22 0 0 14 Apr 2025
BoTTA: Benchmarking on-device Test Time Adaptation Michal Danilowski Soumyajit Chatterjee Abhirup Ghosh TTA 67 0 0 14 Apr 2025
Robust SAM: On the Adversarial Robustness of Vision Foundation Models Jiahuan Long Zhengqin Xu Tingsong Jiang Wen Yao Shuai Jia Chao Ma Xiaoqian Chen AAML VLM 31 1 0 11 Apr 2025
Learning Fine-grained Domain Generalization via Hyperbolic State Space Hallucination Qi Bi Jingjun Yi Haolan Zhan Wei Ji Gui-Song Xia 44 1 0 10 Apr 2025
S2R-HDR: A Large-Scale Rendered Dataset for HDR Fusion Yujin Wang Jiarui Wu Yichen Bian Fan Zhang Tianfan Xue 32 0 0 10 Apr 2025
PLM-eXplain: Divide and Conquer the Protein Embedding Space Jan van Eck Dea Gogishvili Wilson Silva Sanne Abeln 16 0 0 09 Apr 2025
Deep Sturm--Liouville: From Sample-Based to 1D Regularization with Learnable Orthogonal Basis Functions David Vigouroux Joseba Dalmau Louis Bethune Victor Boutin 19 0 0 09 Apr 2025
Domain Generalization via Discrete Codebook Learning Shaocong Long Qianyu Zhou Xikun Jiang Chenhao Ying Lizhuang Ma Yuan Luo 36 0 0 09 Apr 2025
CATS: Mitigating Correlation Shift for Multivariate Time Series Classification Xiao Lin Zhichen Zeng Tianxin Wei Zhining Liu Yuzhong Chen Hanghang Tong AI4TS 30 0 0 05 Apr 2025
Learning Natural Language Constraints for Safe Reinforcement Learning of Language Agents Jaymari Chua Chen Wang Lina Yao ALM 45 0 0 04 Apr 2025
Generative Classifier for Domain Generalization Shaocong Long Qianyu Zhou X. Li Chenhao Ying Yunhai Tong Lizhuang Ma Yuan Luo Dacheng Tao 36 0 0 03 Apr 2025
VIP: Video Inpainting Pipeline for Real World Human Removal Huiming Sun Yikang Li Kangning Yang Ruineng Li Daitao Xing ... Jiaming Ding Jiang Geng Jie Cai Zibo Meng C. Ho 3DH 38 0 0 03 Apr 2025
High-Quality Pseudo-Label Generation Based on Visual Prompt Assisted Cloud Model Update Xinrun Xu Qiuhong Zhang Jianwen Yang Zhanbiao Lian Jin Yan Zhiming Ding Shan Jiang 123 0 0 01 Apr 2025
Catch Me if You Search: When Contextual Web Search Results Affect the Detection of Hallucinations Mahjabin Nahar Eun-Ju Lee Jin Won Park Dongwon Lee HILM 71 0 0 01 Apr 2025
Performative Drift Resistant Classification Using Generative Domain Adversarial Networks Maciej Makowski Brandon Gower-Winter Georg Krempl 26 0 0 01 Apr 2025
Detecting and Mitigating Bias in LLMs through Knowledge Graph-Augmented Training Rajeev Kumar Harishankar Kumar Kumari Shalini 52 0 0 01 Apr 2025
Evaluation of (Un-)Supervised Machine Learning Methods for GNSS Interference Classification with Real-World Data Discrepancies Lucas Heublein N. Raichur Tobias Feigl Tobias Brieger Fin Heuer Lennart Asbach A. Rügamer Felix Ott 49 7 0 31 Mar 2025
DGSAM: Domain Generalization via Individual Sharpness-Aware Minimization Youngjun Song Youngsik Hwang Jonghun Lee Heechang Lee Dong-Young Lim AAML 44 0 0 30 Mar 2025
Partial Transportability for Domain Generalization Kasra Jalaldoust Alexis Bellot Elias Bareinboim OOD 71 5 0 30 Mar 2025
Unsupervised Anomaly Detection in Multivariate Time Series across Heterogeneous Domains Vincent Jacob Y. Diao AI4TS 46 0 0 29 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 36 0 0 27 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 44 0 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 42 0 0 26 Mar 2025
Quantifying Symptom Causality in Clinical Decision Making: An Exploration Using CausaLM Mehul Shetty Connor Jordan CML 35 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 61 0 0 25 Mar 2025
Stop Walking in Circles! Bailing Out Early in Projected Gradient Descent Philip Doldo Derek Everett Amol Khanna A. Nguyen Edward Raff AAML 41 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 63 1 0 23 Mar 2025
Decentralized Federated Dataset Dictionary Learning for Multi-Source Domain Adaptation Rebecca Clain Eduardo Fernandes Montesuma Fred-Maurice Ngole-Mboula 33 0 0 22 Mar 2025