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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
Video Unsupervised Domain Adaptation with Deep Learning: A Comprehensive Survey Yuecong Xu Haozhi Cao Zhenghua Chen Xiaoli Li Lihua Xie Jianfei Yang 90 15 0 17 Nov 2022
AdaTriplet-RA: Domain Matching via Adaptive Triplet and Reinforced Attention for Unsupervised Domain Adaptation Xinyao Shu Shiyang Yan Zhenyu Lu Xinshao Wang Yuan Xie 77 2 0 16 Nov 2022
Unsupervised Domain Adaptation Based on the Predictive Uncertainty of Models JoonHo Lee Gyemin Lee 74 12 0 16 Nov 2022
Air Pollution Hotspot Detection and Source Feature Analysis using Cross-domain Urban Data Yawen Zhang M. Hannigan Q. Lv 47 3 0 15 Nov 2022
HMOE: Hypernetwork-based Mixture of Experts for Domain Generalization Jingang Qu T. Faney Zehao Wang Patrick Gallinari Soleiman Yousef J. D. Hemptinne OOD 98 7 0 15 Nov 2022
Explaining Cross-Domain Recognition with Interpretable Deep Classifier Yiheng Zhang Ting Yao Zhaofan Qiu Tao Mei OOD 70 3 0 15 Nov 2022
Instance-aware Model Ensemble With Distillation For Unsupervised Domain Adaptation Weimin Wu Jiayuan Fan Tao Chen Hancheng Ye Bo Zhang Baopu Li 56 3 0 15 Nov 2022
On Unsupervised Uncertainty-Driven Speech Pseudo-Label Filtering and Model Calibration Nauman Dawalatabad Sameer Khurana Antoine Laurent James R. Glass 35 3 0 14 Nov 2022
Generalized Balancing Weights via Deep Neural Networks Yoshiaki Kitazawa BDL CML 79 1 0 14 Nov 2022
Generalization Beyond Feature Alignment: Concept Activation-Guided Contrastive Learning Yebin Liu Chris Xing Tian Haoliang Li Shiqi Wang 99 1 0 13 Nov 2022
Adversarial and Random Transformations for Robust Domain Adaptation and Generalization Liang Xiao Jiaolong Xu Dawei Zhao Erke Shang Qi Zhu Bin Dai OOD 72 6 0 13 Nov 2022
Integrating Transformer and Autoencoder Techniques with Spectral Graph Algorithms for the Prediction of Scarcely Labeled Molecular Data Nicole Hayes Ekaterina Merkurjev Guo-Wei Wei 58 8 0 12 Nov 2022
LLEDA -- Lifelong Self-Supervised Domain Adaptation Mamatha Thota Dewei Yi Georgios Leontidis CLL 130 7 0 12 Nov 2022
Enhancing and Adversarial: Improve ASR with Speaker Labels Wei Zhou Haotian Wu Jingjing Xu Mohammad Zeineldeen Christoph Luscher Ralf Schluter Hermann Ney 66 8 0 11 Nov 2022
Syntax-Guided Domain Adaptation for Aspect-based Sentiment Analysis Anguo Dong Cuiyun Gao Yan Jia Qing Liao Xuan Wang Lei Wang Jing Xiao 74 1 0 10 Nov 2022
GANStrument: Adversarial Instrument Sound Synthesis with Pitch-invariant Instance Conditioning Gaku Narita Junichi Shimizu Taketo Akama GAN 82 11 0 10 Nov 2022
GAPartNet: Cross-Category Domain-Generalizable Object Perception and Manipulation via Generalizable and Actionable Parts Haoran Geng Helin Xu Chengyan Zhao Chao Xu Li Yi Siyuan Huang He Wang 3DPC 116 100 0 10 Nov 2022
DC-Check: A Data-Centric AI checklist to guide the development of reliable machine learning systems Nabeel Seedat F. Imrie M. Schaar 104 13 0 09 Nov 2022
Distributional Shift Adaptation using Domain-Specific Features Anique Tahir Lu Cheng Ruocheng Guo Huan Liu VLM TTA OOD OODD 76 2 0 09 Nov 2022
Normalization Perturbation: A Simple Domain Generalization Method for Real-World Domain Shifts Qi Fan Mattia Segu Yu-Wing Tai Feng Yu Chi-Keung Tang Bernt Schiele Dengxin Dai 77 12 0 08 Nov 2022
Unsupervised Domain Adaptation for Sparse Retrieval by Filling Vocabulary and Word Frequency Gaps Hiroki Iida Naoaki Okazaki 78 5 0 08 Nov 2022
Learned Smartphone ISP on Mobile GPUs with Deep Learning, Mobile AI & AIM 2022 Challenge: Report Andrey D. Ignatov Radu Timofte Shuai Liu Chaoyu Feng Furui Bai ... Xin Lou Wei Zhou Cong Pang Haina Qin Mingxuan Cai 96 24 0 07 Nov 2022
CoNMix for Source-free Single and Multi-target Domain Adaptation Vikash Kumar Rohit Lal Himanshu Patil Anirban Chakraborty TTA 65 20 0 07 Nov 2022
Okapi: Generalising Better by Making Statistical Matches Match Myles Bartlett Sara Romiti V. Sharmanska Novi Quadrianto 83 3 0 07 Nov 2022
FIXED: Frustratingly Easy Domain Generalization with Mixup Wang Lu Jindong Wang Han Yu Lei Huang Xiang Zhang Yiqiang Chen Xingxu Xie 88 8 0 07 Nov 2022
On the Domain Adaptation and Generalization of Pretrained Language Models: A Survey Xu Guo Han Yu LM&MA VLM 145 30 0 06 Nov 2022
MiddleGAN: Generate Domain Agnostic Samples for Unsupervised Domain Adaptation Ye Gao Zhendong Chu Hongning Wang John A. Stankovic OOD GAN 57 1 0 06 Nov 2022
Node-wise Domain Adaptation Based on Transferable Attention for Recognizing Road Rage via EEG Xueqi Gao Chao Xu Yihang Song Jing Hu Jian Xiao Zhaopeng Meng 51 3 0 06 Nov 2022
GLOBEM Dataset: Multi-Year Datasets for Longitudinal Human Behavior Modeling Generalization Xuhai Xu Han Zhang Yasaman S. Sefidgar Yiyi Ren Xin Liu ... Tim Althoff Margaret E. Morris E. Riskin Jennifer Mankoff A. Dey 94 41 0 04 Nov 2022
SSDA-YOLO: Semi-supervised Domain Adaptive YOLO for Cross-Domain Object Detection Huayi Zhou Fei Jiang Hongtao Lu ObjD 108 79 0 04 Nov 2022
Learning an Artificial Language for Knowledge-Sharing in Multilingual Translation Danni Liu Jan Niehues 37 5 0 02 Nov 2022
Characterizing Intrinsic Compositionality in Transformers with Tree Projections Shikhar Murty Pratyusha Sharma Jacob Andreas Christopher D. Manning 94 40 0 02 Nov 2022
Signing Outside the Studio: Benchmarking Background Robustness for Continuous Sign Language Recognition Youngjoon Jang Youngtaek Oh Jae-Won Cho Dong-Jin Kim Joon Son Chung In So Kweon SLR 76 13 0 01 Nov 2022
Unsafe's Betrayal: Abusing Unsafe Rust in Binary Reverse Engineering via Machine Learning Sangdon Park Xiang Cheng Taesoo Kim 87 1 0 31 Oct 2022
Disentangled (Un)Controllable Features Jacob E. Kooi Mark Hoogendoorn Vincent François-Lavet DRL 53 0 0 31 Oct 2022
TiAda: A Time-scale Adaptive Algorithm for Nonconvex Minimax Optimization Xiang Li Junchi Yang Niao He 81 9 0 31 Oct 2022
Unified Optimal Transport Framework for Universal Domain Adaptation Wanxing Chang Ye Shi H. Tuan Jingya Wang OT 110 69 0 31 Oct 2022
Point-Syn2Real: Semi-Supervised Synthetic-to-Real Cross-Domain Learning for Object Classification in 3D Point Clouds Ziwei Wang Reza Arablouei Jiajun Liu Paulo Borges G. Bishop-Hurley Nic Heaney 3DPC 41 2 0 31 Oct 2022
Image-free Domain Generalization via CLIP for 3D Hand Pose Estimation Seongyeong Lee Han-Ju Park Dong Uk Kim Jihyeon Kim Muhammadjon Boboev Seungryul Baek 3DH 132 6 0 30 Oct 2022
Subsidiary Prototype Alignment for Universal Domain Adaptation Jogendra Nath Kundu Suvaansh Bhambri Akshay Ravindra Kulkarni Hiran Sarkar Varun Jampani R. Venkatesh Babu 82 23 0 28 Oct 2022
Explicit Intensity Control for Accented Text-to-speech Rui Liu Haolin Zuo De Hu Guanglai Gao Haizhou Li 103 7 0 27 Oct 2022
SAN: a robust end-to-end ASR model architecture Zeping Min Qian Ge Guanhua Huang 46 2 0 27 Oct 2022
Learning on the Job: Self-Rewarding Offline-to-Online Finetuning for Industrial Insertion of Novel Connectors from Vision Ashvin Nair Brian Zhu Gokul Narayanan Eugen Solowjow Sergey Levine OffRL OnRL 134 16 0 27 Oct 2022
Trade-off between reconstruction loss and feature alignment for domain generalization Thuan Q. Nguyen Boyang Lyu Prakash Ishwar matthias. scheutz Shuchin Aeron OOD 99 1 0 26 Oct 2022
Sim-to-Real via Sim-to-Seg: End-to-end Off-road Autonomous Driving Without Real Data John So Amber Xie Sunggoo Jung J. Edlund Rohan Thakker Ali Agha-mohammadi Pieter Abbeel Stephen James 92 9 0 25 Oct 2022
On Fine-Tuned Deep Features for Unsupervised Domain Adaptation Qian Wang T. Breckon 57 3 0 25 Oct 2022
Deconfounding Legal Judgment Prediction for European Court of Human Rights Cases Towards Better Alignment with Experts Santosh T.Y.S.S Shanshan Xu O. Ichim Matthias Grabmair 113 28 0 25 Oct 2022
Bridging Machine Learning and Sciences: Opportunities and Challenges Taoli Cheng UQCV OOD AI4CE 63 2 0 24 Oct 2022
WDA-Net: Weakly-Supervised Domain Adaptive Segmentation of Electron Microscopy Dafei Qiu Jiajin Yi Jialin Peng 95 3 0 24 Oct 2022
IT-RUDA: Information Theory Assisted Robust Unsupervised Domain Adaptation Shima Rashidi Ruwan Tennakoon Aref Miri Rekavandi Papangkorn Jessadatavornwong A. Freis G. Huff Mark Easton A. Mouritz R. Hoseinnezhad A. Bab-Hadiashar 60 2 0 24 Oct 2022