Domain-Adversarial Training of Neural Networks

28 May 2015

Papers citing "Domain-Adversarial Training of Neural Networks"

50 / 3,494 papers shown

Title
Subgraph Aggregation for Out-of-Distribution Generalization on Graphs Bowen Liu Haoyang Li Shuning Wang Shuo Nie Shanghang Zhang OODD CML 67 0 0 29 Oct 2024
Domain Adaptation with a Single Vision-Language Embedding Mohammad Fahes Tuan-Hung Vu Andrei Bursuc Patrick Pérez Raoul de Charette VLM 23 0 0 28 Oct 2024
SeriesGAN: Time Series Generation via Adversarial and Autoregressive Learning MohammadReza EskandariNasab S. M. Hamdi S. F. Boubrahimi GAN AI4TS 31 0 0 28 Oct 2024
Meta-Learning Approaches for Improving Detection of Unseen Speech Deepfakes Ivan Kukanov Janne Laakkonen Tomi Kinnunen Ville Hautamaki AAML 29 0 0 27 Oct 2024
Resolving Domain Shift For Representations Of Speech In Non-Invasive Brain Recordings Jeremiah Ridge Oiwi Parker Jones 24 0 0 25 Oct 2024
Considerations for Distribution Shift Robustness of Diagnostic Models in Healthcare Arno Blaas Adam Goliñski Andrew C. Miller Luca Zappella J. Jacobsen Christina Heinze-Deml OOD 23 0 0 25 Oct 2024
Adversarial Domain Adaptation for Metal Cutting Sound Detection: Leveraging Abundant Lab Data for Scarce Industry Data Mir Imtiaz Mostafiz Eunseob Kim A. Li Elisa Bertino Martin Byung-Guk Jun Ali Shakouri 19 0 0 23 Oct 2024
Mitigating Graph Covariate Shift via Score-based Out-of-distribution Augmentation Bohan Wang Yurui Chang Lu Lin OODD OOD 30 0 0 23 Oct 2024
Domain-Adaptive Neural Posterior Estimation for Strong Gravitational Lens Analysis Paxson Swierc Marcos Tamargo-Arizmendi A. Ćiprijanović Brian D. Nord 31 1 0 21 Oct 2024
Data-Efficient CLIP-Powered Dual-Branch Networks for Source-Free Unsupervised Domain Adaptation Yongguang Li Yueqi Cao Jindong Li Qi Wang Shengsheng Wang 30 1 0 21 Oct 2024
DomainSum: A Hierarchical Benchmark for Fine-Grained Domain Shift in Abstractive Text Summarization Haohan Yuan Haopeng Zhang 26 1 0 21 Oct 2024
Unsupervised Domain Adaptation Approaches for Chessboard Recognition Wassim Jabbour Enzo Benoit-Jeannin Oscar Bedford Saif Shahin 9 0 0 19 Oct 2024
Adversarial Training: A Survey Mengnan Zhao Lihe Zhang Jingwen Ye Huchuan Lu Baocai Yin Xinchao Wang AAML 28 0 0 19 Oct 2024
FedGTST: Boosting Global Transferability of Federated Models via Statistics Tuning Evelyn Ma Chao Pan Rasoul Etesami Han Zhao Olgica Milenković FedML AAML 26 0 0 16 Oct 2024
FOOGD: Federated Collaboration for Both Out-of-distribution Generalization and Detection Xinting Liao Weiming Liu Pengyang Zhou Fengyuan Yu Jiahe Xu Jun Wang Wenjie Wang Chaochao Chen Xiaolin Zheng FedML OODD 43 2 0 15 Oct 2024
FedCCRL: Federated Domain Generalization with Cross-Client Representation Learning Xinpeng Wang Xiaoying Tang Xiaoying Tang FedML 18 2 0 15 Oct 2024
QueST: Querying Functional and Structural Niches on Spatial Transcriptomics Data via Contrastive Subgraph Embedding Mo Chen Minsheng Hao Xuegong Zhang Lei Wei 25 0 0 14 Oct 2024
Large Model for Small Data: Foundation Model for Cross-Modal RF Human Activity Recognition Yuxuan Weng Guoquan Wu Tianyue Zheng Yanbing Yang Jun-Jie Luo 21 5 0 13 Oct 2024
Deep Transfer Learning: Model Framework and Error Analysis Yuling Jiao Huazhen Lin Yuchen Luo Jerry Zhijian Yang 41 1 0 12 Oct 2024
DA-Ada: Learning Domain-Aware Adapter for Domain Adaptive Object Detection H. Li Rui Zhang Hantao Yao X. Zhang Yifan Hao Xinkai Song Xiaqing Li Yongwei Zhao Ling Li Yunji Chen ObjD VLM 29 3 0 11 Oct 2024
Towards virtual painting recolouring using Vision Transformer on X-Ray Fluorescence datacubes A. Bombini Fernando García-Avello Bofías Francesca Giambi Chiara Ruberto 13 0 0 11 Oct 2024
LatteCLIP: Unsupervised CLIP Fine-Tuning via LMM-Synthetic Texts Anh-Quan Cao M. Jaritz Matthieu Guillaumin Raoul de Charette Loris Bazzani VLM CLIP 44 2 0 10 Oct 2024
C^2DA: Contrastive and Context-aware Domain Adaptive Semantic Segmentation Md. Al-Masrur Khan Zheng Chen Lantao Liu 23 0 0 10 Oct 2024
Non-transferable Pruning Ruyi Ding Lili Su A. A. Ding Yunsi Fei AAML 24 2 0 10 Oct 2024
AHA: Human-Assisted Out-of-Distribution Generalization and Detection Haoyue Bai Jifan Zhang Robert Nowak 30 6 0 10 Oct 2024
GLA-DA: Global-Local Alignment Domain Adaptation for Multivariate Time Series Gang Tu Dan Li Bingxin Lin Zibin Zheng See-Kiong Ng AI4TS 22 1 0 09 Oct 2024
Detecting Bias and Enhancing Diagnostic Accuracy in Large Language Models for Healthcare Pardis Sadat Zahraei Zahra Shakeri LM&MA 21 0 0 09 Oct 2024
QT-DoG: Quantization-aware Training for Domain Generalization Saqib Javed Hieu Le Mathieu Salzmann OOD MQ 28 1 0 08 Oct 2024
Rethinking Weak-to-Strong Augmentation in Source-Free Domain Adaptive Object Detection Jiuzheng Yang Song Tang Yangkuiyi Zhang Shuaifeng Li Mao Ye Jianwei Zhang Xiatian Zhu 28 1 0 07 Oct 2024
A Cross-Lingual Meta-Learning Method Based on Domain Adaptation for Speech Emotion Recognition David-Gabriel Ion Razvan-Alexandru Smadu Dumitru-Clementin Cercel Florin-Catalin Pop Mihaela-Claudia Cercel 23 0 0 06 Oct 2024
Adjusting Pretrained Backbones for Performativity Berker Demirel Lingjing Kong Kun Zhang Theofanis Karaletsos Celestine Mendler-Dünner Francesco Locatello KELM 19 0 0 06 Oct 2024
OD-Stega: LLM-Based Near-Imperceptible Steganography via Optimized Distributions Yu-Shin Huang Peter Just Krishna Narayanan Chao Tian 34 1 0 06 Oct 2024
Improving Distribution Alignment with Diversity-based Sampling Andrea Napoli Paul White 16 0 0 05 Oct 2024
Test-time Adaptation for Regression by Subspace Alignment Kazuki Adachi Shinýa Yamaguchi Atsutoshi Kumagai Tomoki Hamagami TTA 37 0 0 04 Oct 2024
Curvature Diversity-Driven Deformation and Domain Alignment for Point Cloud Mengxi Wu Hao Huang Yi Fang Mohammad Rostami 24 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 13 4 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 22 0 0 02 Oct 2024
Crafting Distribution Shifts for Validation and Training in Single Source Domain Generalization Nikos Efthymiadis Giorgos Tolias Ondřej Chum OOD 13 0 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 35 1 0 29 Sep 2024
LiRA: Light-Robust Adversary for Model-based Reinforcement Learning in Real World Taisuke Kobayashi 63 2 0 29 Sep 2024
Benchmarking Domain Generalization Algorithms in Computational Pathology Neda Zamanitajeddin Mostafa Jahanifar Kesi Xu Fouzia Siraj Nasir M. Rajpoot OOD 28 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 33 1 0 25 Sep 2024
Source-Free Domain Adaptation for YOLO Object Detection Simon Varailhon Masih Aminbeidokhti M. Pedersoli Eric Granger TTA ObjD 33 4 0 25 Sep 2024
EvoFA: Evolvable Fast Adaptation for EEG Emotion Recognition Ming Jin Danni Zhang Gangming Zhao Changde Du Jinpeng Li TTA 35 0 0 24 Sep 2024
Quantifying Context Bias in Domain Adaptation for Object Detection Hojun Son Arpan Kusari AI4CE 29 0 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 26 0 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 18 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 24 1 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 35 1 0 19 Sep 2024
Partial Distribution Matching via Partial Wasserstein Adversarial Networks Zi-Ming Wang Nan Xue Ling Lei Rebecka Jornsten Gui-Song Xia OOD 34 0 0 16 Sep 2024