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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
Auto-GDA: Automatic Domain Adaptation for Efficient Grounding Verification in Retrieval-Augmented Generation Tobias Leemann Periklis Petridis G. Vietri Dionysis Manousakas Aaron Roth Sergul Aydore 116 0 0 04 Oct 2024
Curvature Diversity-Driven Deformation and Domain Alignment for Point Cloud Mengxi Wu Hao Huang Yi Fang Mohammad Rostami 71 0 0 03 Oct 2024
FAN: Fourier Analysis Networks Yihong Dong Ge Li Yongding Tao Xue Jiang Kechi Zhang Jia Li Jing Su Jing Su Jun Zhang Jingjing Xu AI4TS 110 7 0 03 Oct 2024
DyMix: Dynamic Frequency Mixup Scheduler based Unsupervised Domain Adaptation for Enhancing Alzheimer's Disease Identification Yooseung Shin Kwanseok Oh Heung-Il Suk 66 0 0 02 Oct 2024
Crafting Distribution Shifts for Validation and Training in Single Source Domain Generalization Nikos Efthymiadis Giorgos Tolias Ondřej Chum OOD 81 2 0 29 Sep 2024
Temporal Source Recovery for Time-Series Source-Free Unsupervised Domain Adaptation Yucheng Wang Peiliang Gong Min-man Wu Felix Ott Xiaoli Li Lihua Xie Zhenghua Chen TTA 83 3 0 29 Sep 2024
LiRA: Light-Robust Adversary for Model-based Reinforcement Learning in Real World Taisuke Kobayashi 134 2 0 29 Sep 2024
Benchmarking Domain Generalization Algorithms in Computational Pathology Neda Zamanitajeddin Mostafa Jahanifar Kesi Xu Fouzia Siraj Nasir M. Rajpoot OOD 82 2 0 25 Sep 2024
IRASNet: Improved Feature-Level Clutter Reduction for Domain Generalized SAR-ATR Oh-Tae Jang Hae-Kang Song Min-Jun Kim Kyung-Hwan Lee Geon Lee ... Hee-Sub Shin Jae-Woo Ok Min-Young Back Jae-Hyuk Yoon Kyung-Tae Kim 58 1 0 25 Sep 2024
Source-Free Domain Adaptation for YOLO Object Detection Simon Varailhon Masih Aminbeidokhti M. Pedersoli Eric Granger TTA ObjD 83 4 0 25 Sep 2024
EvoFA: Evolvable Fast Adaptation for EEG Emotion Recognition Ming Jin Danni Zhang Gangming Zhao Changde Du Jinpeng Li TTA 75 0 0 24 Sep 2024
Quantifying Context Bias in Domain Adaptation for Object Detection Hojun Son Asma Almutairi Arpan Kusari AI4CE 137 1 0 23 Sep 2024
Egocentric zone-aware action recognition across environments Simone Alberto Peirone Gabriele Goletto M. Planamente A. Bottino Barbara Caputo Giuseppe Averta EgoV 84 2 0 21 Sep 2024
ChronoGAN: Supervised and Embedded Generative Adversarial Networks for Time Series Generation MohammadReza EskandariNasab S. M. Hamdi S. F. Boubrahimi GAN AI4TS 52 1 0 21 Sep 2024
Autonomous Driving at Unsignalized Intersections: A Review of Decision-Making Challenges and Reinforcement Learning-Based Solutions Mohammad K. Al-Sharman Luc Edes Bert Sun Vishal Jayakumar Mohamed A. Daoud Derek Rayside W. Melek 67 2 0 20 Sep 2024
Investigation on domain adaptation of additive manufacturing monitoring systems to enhance digital twin reusability Jiarui Xie Zhuo Yang Chun-Chun Hu Haw-Ching Yang Yan Lu Y. Zhao AI4CE 74 1 0 19 Sep 2024
Partial Distribution Matching via Partial Wasserstein Adversarial Networks Zi-Ming Wang Nan Xue Ling Lei Rebecka Jörnsten Gui-Song Xia OOD 184 1 0 16 Sep 2024
LACOSTE: Exploiting stereo and temporal contexts for surgical instrument segmentation Qiyuan Wang Shang Zhao Zikang Xu S Kevin Zhou 129 0 0 14 Sep 2024
Channel Adaptation for Speaker Verification Using Optimal Transport with Pseudo Label Wenhao Yang Jianguo Wei Wenhuan Lu Lei Li Xugang Lu OT 107 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 64 1 0 13 Sep 2024
LogoRA: Local-Global Representation Alignment for Robust Time Series Classification Huanyu Zhang Yi-Fan Zhang Zhang Zhang Qingsong Wen Liwen Wang AI4TS 70 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 61 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 54 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 92 1 0 06 Sep 2024
WarpAdam: A new Adam optimizer based on Meta-Learning approach Chengxi Pan Junshang Chen Jingrui Ye ODL 72 0 0 06 Sep 2024
Calibration of Network Confidence for Unsupervised Domain Adaptation Using Estimated Accuracy Coby Penso Jacob Goldberger 74 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 70 2 0 05 Sep 2024
Can Your Generative Model Detect Out-of-Distribution Covariate Shift? Christiaan Viviers Amaan Valiuddin Francisco Caetano Lemar Abdi Lena Filatova Peter H. N. de With Fons van der Sommen OOD OODD 72 2 0 04 Sep 2024
Towards Robust Online Domain Adaptive Semantic Segmentation under Adverse Weather Conditions Taorong Liu Jing Xiao Liang Liao Chia-Wen Lin 122 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 76 0 0 02 Sep 2024
Diffusion based multi-domain neuroimaging harmonization method with preservation of anatomical details Haoyu Lan Bino A. Varghese Nasim Sheikh-Bahaei Farshid Sepehrband A. Toga Jeiran Choupan DiffM MedIm 80 0 0 01 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 57 0 0 01 Sep 2024
Uncertainty-oriented Order Learning for Facial Beauty Prediction Xuefeng Liang Zhenyou Liu Jian Lin Xiaohui Yang Takatsune Kumada CVBM 37 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 133 15 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 74 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 69 2 0 18 Aug 2024
SA-GDA: Spectral Augmentation for Graph Domain Adaptation Jinhui Pang Zixuan Wang Jiliang Tang Mingyan Xiao Nan Yin OOD 99 22 0 17 Aug 2024
Efficient Task Transfer for HLS DSE Zijian Ding Atefeh Sohrabizadeh Weikai Li Zongyue Qin Yizhou Sun Jason Cong 92 4 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 111 1 0 16 Aug 2024
Out-of-Distribution Learning with Human Feedback Haoyue Bai Xuefeng Du Katie Rainey Shibin Parameswaran Yixuan Li OODD 94 5 0 14 Aug 2024
Evidential Graph Contrastive Alignment for Source-Free Blending-Target Domain Adaptation Juepeng Zheng Yibin Wen Jinxiao Zhang Runmin Dong Haohuan Fu 99 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 108 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 87 2 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 43 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 67 7 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 134 8 0 08 Aug 2024
HiLo: A Learning Framework for Generalized Category Discovery Robust to Domain Shifts Hongjun Wang S. Vaze Kai Han 155 5 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 134 22 0 08 Aug 2024
DisCoM-KD: Cross-Modal Knowledge Distillation via Disentanglement Representation and Adversarial Learning Dino Ienco C. Dantas 78 4 0 05 Aug 2024
Cross-Domain Semantic Segmentation on Inconsistent Taxonomy using VLMs Jeongkee Lim Yusung Kim 108 3 0 05 Aug 2024