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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
On the Connection between Invariant Learning and Adversarial Training for Out-of-Distribution Generalization Shiji Xin Yifei Wang Jingtong Su Yisen Wang OOD 92 7 0 18 Dec 2022
Adversarial Example Defense via Perturbation Grading Strategy Shaowei Zhu Wanli Lyu Bin Li Z. Yin Bin Luo AAML 71 1 0 16 Dec 2022
Non-IID Transfer Learning on Graphs Jun Wu Jingrui He Elizabeth Ainsworth OOD 70 39 0 15 Dec 2022
DAMP: Doubly Aligned Multilingual Parser for Task-Oriented Dialogue William B. Held Christopher Hidey Fei Liu Eric Zhu Rahul Goel Diyi Yang Rushin Shah 102 0 0 15 Dec 2022
Rethinking the Role of Pre-Trained Networks in Source-Free Domain Adaptation Wenyu Zhang Li Shen Chuan-Sheng Foo TTA AI4CE 88 19 0 15 Dec 2022
Style-Label-Free: Cross-Speaker Style Transfer by Quantized VAE and Speaker-wise Normalization in Speech Synthesis Chunyu Qiang Peng Yang Hao Che Xiaorui Wang Zhongyuan Wang BDL 71 6 0 13 Dec 2022
Selective classification using a robust meta-learning approach Nishant Jain Karthikeyan Shanmugam Pradeep Shenoy OOD 79 2 0 12 Dec 2022
SRoUDA: Meta Self-training for Robust Unsupervised Domain Adaptation Wan-Xuan Zhu Jia-Li Yin Bo-Hao Chen Ximeng Liu 89 6 0 12 Dec 2022
SEPT: Towards Scalable and Efficient Visual Pre-Training Yiqi Lin Huabin Zheng Huaping Zhong Jinjing Zhu Weijia Li Conghui He Lin Wang 80 2 0 11 Dec 2022
Augmenting Knowledge Transfer across Graphs Yuzhen Mao Jianhui Sun Dawei Zhou 72 1 0 09 Dec 2022
An Empirical Study on Multi-Domain Robust Semantic Segmentation Yajie Liu Pu Ge Qingjie Liu Shichao Fan Yunhong Wang 52 2 0 08 Dec 2022
Reconciling a Centroid-Hypothesis Conflict in Source-Free Domain Adaptation I. Diamant Roy H. Jennings Oranit Dror H. Habi Arnon Netzer 102 2 0 07 Dec 2022
Improved Self-Supervised Multilingual Speech Representation Learning Combined with Auxiliary Language Information Fenglin Ding Genshun Wan Pengcheng Li Jia Pan Cong Liu SSL 83 1 0 07 Dec 2022
PØDA: Prompt-driven Zero-shot Domain Adaptation Mohammad Fahes Tuan-Hung Vu Andrei Bursuc Patrick Pérez Raoul de Charette VLM 157 49 0 06 Dec 2022
Semantic-aware Message Broadcasting for Efficient Unsupervised Domain Adaptation Xin Li Cuiling Lan Guoqiang Wei Zhibo Chen 96 4 0 06 Dec 2022
Transformer-Based Named Entity Recognition for French Using Adversarial Adaptation to Similar Domain Corpora Arjun Choudhry Pankaj Gupta Inder Khatri Aaryan Gupta Maxime Nicol Marie-Jean Meurs Dinesh Kumar Vishwakarma 39 5 0 05 Dec 2022
Cross-Domain Few-Shot Relation Extraction via Representation Learning and Domain Adaptation Zhong Yuan Zhenkun Wang Genghui Li OOD 72 1 0 05 Dec 2022
Blessings and Curses of Covariate Shifts: Adversarial Learning Dynamics, Directional Convergence, and Equilibria Tengyuan Liang 93 1 0 05 Dec 2022
LE-UDA: Label-efficient unsupervised domain adaptation for medical image segmentation Ziyuan Zhao Fangcheng Zhou Kaixin Xu Zeng Zeng Cuntai Guan S Kevin Zhou OOD 103 45 0 05 Dec 2022
Domain Adaptation and Generalization on Functional Medical Images: A Systematic Survey G. Sarafraz Armin Behnamnia Mehran Hosseinzadeh Ali Balapour Amin Meghrazi Hamid R. Rabiee OOD AI4CE 88 7 0 04 Dec 2022
Domain-Invariant Feature Alignment Using Variational Inference For Partial Domain Adaptation Sandipan Choudhuri Suli C. Adeniye Arunabha Sen Hemanth Venkateswara DRL 145 0 0 03 Dec 2022
Contrastive Domain Adaptation for Time-Series via Temporal Mixup Emadeldeen Eldele Mohamed Ragab Zhenghua Chen Min-man Wu C. Kwoh Xiaoli Li AI4TS 60 34 0 03 Dec 2022
MIC: Masked Image Consistency for Context-Enhanced Domain Adaptation Lukas Hoyer Dengxin Dai Haoran Wang Luc Van Gool 139 230 0 02 Dec 2022
Stable Learning via Sparse Variable Independence Han Yu Peng Cui Yue He Zheyan Shen Yong Lin Renzhe Xu Xingxuan Zhang OOD 100 14 0 02 Dec 2022
Multi-Source Survival Domain Adaptation Ammar Shaker Carolin (Haas) Lawrence 51 3 0 01 Dec 2022
Proceedings of the 3rd International Workshop on Reading Music Systems Jorge Calvo-Zaragoza Alexander Pacha 126 0 0 01 Dec 2022
Deep neural network techniques for monaural speech enhancement: state of the art analysis P. Ochieng 119 23 0 01 Dec 2022
Hijack Vertical Federated Learning Models As One Party Pengyu Qiu Xuhong Zhang Shouling Ji Changjiang Li Yuwen Pu Xing Yang Ting Wang FedML 117 5 0 01 Dec 2022
Super-CLEVR: A Virtual Benchmark to Diagnose Domain Robustness in Visual Reasoning Zhuowan Li Xingrui Wang Elias Stengel-Eskin Adam Kortylewski Wufei Ma Benjamin Van Durme Max Planck Institute for Informatics OOD LRM 105 70 0 01 Dec 2022
CL3D: Unsupervised Domain Adaptation for Cross-LiDAR 3D Detection Xidong Peng Xinge Zhu Yuexin Ma 3DPC 83 29 0 01 Dec 2022
SPADE: Semi-supervised Anomaly Detection under Distribution Mismatch Jinsung Yoon Kihyuk Sohn Chun-Liang Li Sercan O. Arik Tomas Pfister 58 8 0 30 Nov 2022
BEVUDA: Multi-geometric Space Alignments for Domain Adaptive BEV 3D Object Detection Jiaming Liu Rongyu Zhang Xiaoqi Li Xiaowei Chi Zehui Chen Ming Lu Yandong Guo Shanghang Zhang 3DPC 127 4 0 30 Nov 2022
Finding Differences Between Transformers and ConvNets Using Counterfactual Simulation Testing Nataniel Ruiz Sarah Adel Bargal Cihang Xie Kate Saenko Stan Sclaroff ViT 74 5 0 29 Nov 2022
Label Alignment Regularization for Distribution Shift Ehsan Imani Guojun Zhang Runjia Li Jun Luo Pascal Poupart Philip H. S. Torr Yangchen Pan 62 2 0 27 Nov 2022
Direct-Effect Risk Minimization for Domain Generalization Yuhui Li Zejia Wu Chao Zhang Hongyang R. Zhang OOD 95 0 0 26 Nov 2022
Wild-Time: A Benchmark of in-the-Wild Distribution Shift over Time Huaxiu Yao Caroline Choi Bochuan Cao Yoonho Lee Pang Wei Koh Chelsea Finn OOD 93 79 0 25 Nov 2022
Cross-Domain Ensemble Distillation for Domain Generalization Kyung-Jin Lee Sungyeon Kim Suha Kwak FedML OOD 84 38 0 25 Nov 2022
SWL-Adapt: An Unsupervised Domain Adaptation Model with Sample Weight Learning for Cross-User Wearable Human Activity Recognition Rong Hu Ling Chen Shenghuan Miao Xing Tang 96 30 0 25 Nov 2022
Emotion-guided Cross-domain Fake News Detection using Adversarial Domain Adaptation Arjun Choudhry Inder Khatri Arkajyoti Chakraborty Dinesh Kumar Vishwakarma Mukesh Prasad EgoV 52 4 0 24 Nov 2022
Video Test-Time Adaptation for Action Recognition Wei Lin M. Jehanzeb Mirza Mateusz Koziñski Horst Possegger Hilde Kuehne Horst Bischof TTA 105 32 0 24 Nov 2022
Robust Mean Teacher for Continual and Gradual Test-Time Adaptation Mario Döbler Robert A. Marsden Bin Yang OOD TTA 76 90 0 23 Nov 2022
ActMAD: Activation Matching to Align Distributions for Test-Time-Training M. Jehanzeb Mirza Pol Jané Soneira W. Lin Mateusz Koziñski Horst Possegger Horst Bischof VLM TTA 103 29 0 23 Nov 2022
VBLC: Visibility Boosting and Logit-Constraint Learning for Domain Adaptive Semantic Segmentation under Adverse Conditions Mingjiang Li Binhui Xie Shuang Li Chi Harold Liu Xinjing Cheng 97 14 0 22 Nov 2022
CDDSA: Contrastive Domain Disentanglement and Style Augmentation for Generalizable Medical Image Segmentation Ran Gu Guotai Wang Jiangshan Lu Jingyang Zhang Wenhui Lei ... Wenjun Liao Shichuan Zhang Kang Li Dimitris N. Metaxas Shaoting Zhang MedIm 117 30 0 22 Nov 2022
First Steps Toward Understanding the Extrapolation of Nonlinear Models to Unseen Domains Kefan Dong Tengyu Ma OOD 79 21 0 21 Nov 2022
PiRL: Participant-Invariant Representation Learning for Healthcare Zhaoyang Cao Han Yu Huiyuan Yang Akane Sano OOD 45 3 0 21 Nov 2022
MATE: Masked Autoencoders are Online 3D Test-Time Learners M. Jehanzeb Mirza Inkyu Shin Wei Lin Andreas Schriebl Kunyang Sun ... Horst Possegger Mateusz Koziñski In So Kweon Kun-Jin Yoon Horst Bischof TTA 3DPC 103 16 0 21 Nov 2022
Modeling Hierarchical Structural Distance for Unsupervised Domain Adaptation Yingxue Xu Guihua Wen Yang Hu Pei Yang OT 107 4 0 21 Nov 2022
Multi-source Domain Adaptation for Text-independent Forensic Speaker Recognition Zhenyu Wang John H. L. Hansen 120 21 0 17 Nov 2022
I Can't Believe There's No Images! Learning Visual Tasks Using only Language Supervision Sophia Gu Christopher Clark Aniruddha Kembhavi VLM 70 26 0 17 Nov 2022