Domain-Adversarial Training of Neural Networks

28 May 2015

Papers citing "Domain-Adversarial Training of Neural Networks"

50 / 3,494 papers shown

Title
Channel Adaptation for Speaker Verification Using Optimal Transport with Pseudo Label Wenhao Yang Jianguo Wei Wenhuan Lu Lei Li Xugang Lu OT 13 0 0 14 Sep 2024
DICS: Find Domain-Invariant and Class-Specific Features for Out-of-Distribution Generalization Qiaowei Miao Yawei Luo Yi Yang OOD OODD 34 1 0 13 Sep 2024
LogoRA: Local-Global Representation Alignment for Robust Time Series Classification Huanyu Zhang Yi-Fan Zhang Zhang Zhang Qingsong Wen L. Wang AI4TS 24 1 0 12 Sep 2024
Bridging Domain Gap of Point Cloud Representations via Self-Supervised Geometric Augmentation Li Yu Hongchao Zhong Longkun Zou Ke Chen Pan Gao 3DPC 34 0 0 11 Sep 2024
Adapting to Shifting Correlations with Unlabeled Data Calibration Minh Le Nguyen Alan Q. Wang Heejong Kim Mert R. Sabuncu OOD 16 1 0 09 Sep 2024
Train Till You Drop: Towards Stable and Robust Source-free Unsupervised 3D Domain Adaptation Björn Michele Alexandre Boulch Tuan-Hung Vu Gilles Puy Renaud Marlet Nicolas Courty TTA 31 0 0 06 Sep 2024
WarpAdam: A new Adam optimizer based on Meta-Learning approach Chengxi Pan Junshang Chen Jingrui Ye ODL 23 0 0 06 Sep 2024
Calibration of Network Confidence for Unsupervised Domain Adaptation Using Estimated Accuracy Coby Penso Jacob Goldberger 27 0 0 06 Sep 2024
Achieving the Safety and Security of the End-to-End AV Pipeline Noah T. Curran Minkyoung Cho Ryan Feng Liangkai Liu Brian Tang Pedram MohajerAnsari Alkim Domeke Mert D. Pesé Kang G. Shin AAML 24 2 0 05 Sep 2024
Can Your Generative Model Detect Out-of-Distribution Covariate Shift? Christiaan G. A. Viviers Amaan Valiuddin Francisco Caetano Lemar Abdi Lena Filatova Peter H. N. de With Fons van der Sommen OOD OODD 27 1 0 04 Sep 2024
Towards Robust Online Domain Adaptive Semantic Segmentation under Adverse Weather Conditions Taorong Liu Jing Xiao Liang Liao Chia-Wen Lin 27 0 0 02 Sep 2024
MV-Match: Multi-View Matching for Domain-Adaptive Identification of Plant Nutrient Deficiencies Jinhui Yi Yanan Luo Marion Deichmann Gabriel Schaaf Juergen Gall 26 0 0 02 Sep 2024
Trust And Balance: Few Trusted Samples Pseudo-Labeling and Temperature Scaled Loss for Effective Source-Free Unsupervised Domain Adaptation Andrea Maracani Lorenzo Rosasco Lorenzo Natale 28 0 0 01 Sep 2024
Uncertainty-oriented Order Learning for Facial Beauty Prediction Xuefeng Liang Zhenyou Liu Jian Lin Xiaohui Yang Takatsune Kumada CVBM 16 0 0 01 Sep 2024
NeuroLM: A Universal Multi-task Foundation Model for Bridging the Gap between Language and EEG Signals Wei-Bang Jiang Yansen Wang Bao-Liang Lu Dongsheng Li 29 11 0 27 Aug 2024
MedMAP: Promoting Incomplete Multi-modal Brain Tumor Segmentation with Alignment Tianyi Liu Zhaorui Tan Muyin Chen Xi Yang Haochuan Jiang Kaizhu Huang 21 0 0 18 Aug 2024
Learning Fair Invariant Representations under Covariate and Correlation Shifts Simultaneously Dong Li Chen Zhao Minglai Shao Wenjun Wang OOD FaML 32 2 0 18 Aug 2024
SA-GDA: Spectral Augmentation for Graph Domain Adaptation Jinhui Pang Zixuan Wang Jiliang Tang Mingyan Xiao Nan Yin OOD 36 21 0 17 Aug 2024
Efficient Task Transfer for HLS DSE Zijian Ding Atefeh Sohrabizadeh Weikai Li Zongyue Qin Yizhou Sun Jason Cong 31 3 0 16 Aug 2024
An Empirical Examination of Balancing Strategy for Counterfactual Estimation on Time Series Qiang Huang Chuizheng Meng Defu Cao Biwei Huang Yi Chang Yan Liu 36 0 0 16 Aug 2024
Out-of-Distribution Learning with Human Feedback Haoyue Bai Xuefeng Du Katie Rainey Shibin Parameswaran Yixuan Li OODD 16 3 0 14 Aug 2024
Evidential Graph Contrastive Alignment for Source-Free Blending-Target Domain Adaptation Juepeng Zheng Yibin Wen Jinxiao Zhang Runmin Dong H. Fu 58 0 0 14 Aug 2024
Domain-invariant Representation Learning via Segment Anything Model for Blood Cell Classification Yongcheng Li Lingcong Cai Ying Lu Cheng Lin Yupeng Zhang ... Genan Dai Bowen Zhang Jingzhou Cao Xiangzhong Zhang Xiaomao Fan 38 1 0 14 Aug 2024
COD: Learning Conditional Invariant Representation for Domain Adaptation Regression Hao-Ran Yang Chuan-Xian Ren You-Wei Luo CML AI4CE 21 1 0 13 Aug 2024
A Unified Manifold Similarity Measure Enhancing Few-Shot, Transfer, and Reinforcement Learning in Manifold-Distributed Datasets S. W. Qayyumi Laureance F Park O. Obst 17 0 0 12 Aug 2024
S4DL: Shift-sensitive Spatial-Spectral Disentangling Learning for Hyperspectral Image Unsupervised Domain Adaptation Jie Feng Tianshu Zhang Junpeng Zhang Ronghua Shang Weisheng Dong G. Shi Licheng Jiao 27 2 0 11 Aug 2024
DIVE: Subgraph Disagreement for Graph Out-of-Distribution Generalization Xin Sun Liang Wang Qiang Liu Shu Wu Zilei Wang Liang Wang OOD CML 31 5 0 08 Aug 2024
HiLo: A Learning Framework for Generalized Category Discovery Robust to Domain Shifts Hongjun Wang S. Vaze Kai Han 72 4 0 08 Aug 2024
LLM-DetectAIve: a Tool for Fine-Grained Machine-Generated Text Detection Mervat Abassy Kareem Elozeiri Alexander Aziz Minh Ngoc Ta Raj Vardhan Tomar ... Alham Fikri Aji Artem Shelmanov Nizar Habash Iryna Gurevych Preslav Nakov DeLMO 48 11 0 08 Aug 2024
DisCoM-KD: Cross-Modal Knowledge Distillation via Disentanglement Representation and Adversarial Learning Dino Ienco C. Dantas 35 3 0 05 Aug 2024
Cross-Domain Semantic Segmentation on Inconsistent Taxonomy using VLMs Jeongkee Lim Yusung Kim 39 2 0 05 Aug 2024
Pixel-Level Domain Adaptation: A New Perspective for Enhancing Weakly Supervised Semantic Segmentation Ye Du Zehua Fu Qingjie Liu 23 1 0 04 Aug 2024
Domain penalisation for improved Out-of-Distribution Generalisation Shuvam Jena Sushmetha Sumathi Rajendran Karthik Seemakurthy A. Sasithradevi M. Vijayalakshmi Prakash Poornachari 24 0 0 03 Aug 2024
Towards Reliable Advertising Image Generation Using Human Feedback Thorben Werner Wei Feng Haohan Wang Yaoyu Li Jingsen Wang ... Maximilian Stubbemann Junsheng Jin Lars Schmidt-Thieme Zhangang Lin Jingping Shao 48 3 0 01 Aug 2024
A Simple Background Augmentation Method for Object Detection with Diffusion Model Yuhang Li Jun Gao Chen Chen Yue Zhang Jielei Zhang DiffM 35 5 0 01 Aug 2024
Space-scale Exploration of the Poor Reliability of Deep Learning Models: the Case of the Remote Sensing of Rooftop Photovoltaic Systems Gabriel Kasmi L. Dubus Yves-Marie Saint Drenan Philippe Blanc 30 0 0 31 Jul 2024
DuA: Dual Attentive Transformer in Long-Term Continuous EEG Emotion Analysis Yue Pan Qile Liu Qing Liu Li Zhang Gan Huang Xin Chen Fali Li Peng Xu Zhen Liang 42 1 0 30 Jul 2024
Domain Adaptive Lung Nodule Detection in X-ray Image Haifeng Zhao Lixiang Jiang Leilei Ma Dengdi Sun Yanping Fu OOD 24 0 0 28 Jul 2024
Can Modifying Data Address Graph Domain Adaptation? Renhong Huang Jiarong Xu Xin Jiang Ruichuan An Yang Yang OOD 45 6 0 27 Jul 2024
Learn from the Learnt: Source-Free Active Domain Adaptation via Contrastive Sampling and Visual Persistence Mengyao Lyu Tianxiang Hao Xinhao Xu Hui Chen Zijia Lin Jungong Han Guiguang Ding VLM TTA 29 5 0 26 Jul 2024
Boosting Cross-Domain Point Classification via Distilling Relational Priors from 2D Transformers Longkun Zou Wanru Zhu Ke Chen Lihua Guo K. Guo Kui Jia Yaowei Wang 3DPC ViT 40 0 0 26 Jul 2024
Weighted Risk Invariance: Domain Generalization under Invariant Feature Shift Gina Wong Joshua Gleason Ramalingam Chellappa Yoav Wald Anqi Liu OOD 35 0 0 25 Jul 2024
HC-GST: Heterophily-aware Distribution Consistency based Graph Self-training Fali Wang Tianxiang Zhao Junjie Xu Suhang Wang 30 1 0 25 Jul 2024
Cross-Domain Policy Transfer by Representation Alignment via Multi-Domain Behavioral Cloning Hayato Watahiki Ryo Iwase Ryosuke Unno Yoshimasa Tsuruoka 19 0 0 24 Jul 2024
Adapting Image-based RL Policies via Predicted Rewards Weiyao Wang Xinyuan Fang Gregory D. Hager 41 0 0 23 Jul 2024
Domain Adaptation of Visual Policies with a Single Demonstration Weiyao Wang Gregory D. Hager 30 0 0 23 Jul 2024
Domain-Adaptive 2D Human Pose Estimation via Dual Teachers in Extremely Low-Light Conditions Yihao Ai Yifei Qi Bo Wang Yu-Feng Cheng Xinchao Wang Robby T. Tan 36 2 0 22 Jul 2024
Is user feedback always informative? Retrieval Latent Defending for Semi-Supervised Domain Adaptation without Source Data Junha Song Tae Soo Kim Junha Kim Gunhee Nam Thijs Kooi Jaegul Choo 45 1 0 22 Jul 2024
Unifying Invariant and Variant Features for Graph Out-of-Distribution via Probability of Necessity and Sufficiency Xuexin Chen Ruichu Cai Kaitao Zheng Zhifan Jiang Zhengting Huang Zhifeng Hao Zijian Li 48 0 0 21 Jul 2024
An Adaptive System for Wearable Devices to Detect Stress Using Physiological Signals Gelei Xu Ruiyang Qin Zhi Zheng Yiyu Shi 31 0 0 21 Jul 2024