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Domain-Adversarial Training of Neural Networks

28 May 2015

Papers citing "Domain-Adversarial Training of Neural Networks"

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Title
DAFD: Domain Adaptation via Feature Disentanglement for Image Classification Zhize Wu Changjiang Du Lekang Zou Ming Tan Tong Xu Fan-Ning Cheng Fudong Nian T. Weise 55 2 0 30 Jan 2023
Fairness and Accuracy under Domain Generalization Thai-Hoang Pham Xueru Zhang Ping Zhang 102 23 0 30 Jan 2023
Overcoming Simplicity Bias in Deep Networks using a Feature Sieve Rishabh Tiwari Pradeep Shenoy 148 22 0 30 Jan 2023
WebUI: A Dataset for Enhancing Visual UI Understanding with Web Semantics Jason Wu Siyan Wang Siman Shen Yi-Hao Peng Jeffrey Nichols Jeffrey P. Bigham 91 71 0 30 Jan 2023
DELTA: degradation-free fully test-time adaptation Bowen Zhao Chen Chen Shutao Xia TTA 173 62 0 30 Jan 2023
Benchmarking Robustness to Adversarial Image Obfuscations Florian Stimberg Ayan Chakrabarti Chun-Ta Lu Hussein Hazimeh Otilia Stretcu ... Merve Kaya Cyrus Rashtchian Ariel Fuxman Mehmet Tek Sven Gowal AAML 92 10 0 30 Jan 2023
On Robustness of Prompt-based Semantic Parsing with Large Pre-trained Language Model: An Empirical Study on Codex Terry Yue Zhuo Zhuang Li Yujin Huang Fatemeh Shiri Weiqing Wang Gholamreza Haffari Yuan-Fang Li AAML 107 57 0 30 Jan 2023
Adversarial Style Augmentation for Domain Generalization Yabin Zhang Bin Deng Ruihuang Li Kui Jia Lei Zhang AAML OOD 76 14 0 30 Jan 2023
Uncovering Adversarial Risks of Test-Time Adaptation Tong Wu Feiran Jia Xiangyu Qi Jiachen T. Wang Vikash Sehwag Saeed Mahloujifar Prateek Mittal AAML TTA 123 9 0 29 Jan 2023
Graph Harmony: Denoising and Nuclear-Norm Wasserstein Adaptation for Enhanced Domain Transfer in Graph-Structured Data Mengxi Wu Mohammad Rostami AI4CE 84 3 0 29 Jan 2023
ADL-ID: Adversarial Disentanglement Learning for Wireless Device Fingerprinting Temporal Domain Adaptation Abdurrahman Elmaghbub B. Hamdaoui Weng-Keen Wong 21 8 0 29 Jan 2023
Gradient Shaping: Enhancing Backdoor Attack Against Reverse Engineering Rui Zhu Di Tang Siyuan Tang Guanhong Tao Shiqing Ma Wenyuan Xu Haixu Tang DD 74 4 0 29 Jan 2023
TIDo: Source-free Task Incremental Learning in Non-stationary Environments Abhinit Kumar Ambastha Leong Tze Yun CLL 12 0 0 28 Jan 2023
Adversarial Learning Networks: Source-free Unsupervised Domain Incremental Learning Abhinit Kumar Ambastha Tze-Yun Leong CLL OOD 73 1 0 28 Jan 2023
Single-Trajectory Distributionally Robust Reinforcement Learning Zhipeng Liang Xiaoteng Ma Jose H. Blanchet Jiheng Zhang Zhengyuan Zhou OOD OffRL 86 12 0 27 Jan 2023
Pre-training for Speech Translation: CTC Meets Optimal Transport Hang Le Hongyu Gong Changhan Wang J. Pino Benjamin Lecouteux D. Schwab OT 104 26 0 27 Jan 2023
Feasibility and Transferability of Transfer Learning: A Mathematical Framework Haoyang Cao Haotian Gu Xin Guo M. Rosenbaum 75 2 0 27 Jan 2023
Universal Domain Adaptation for Remote Sensing Image Scene Classification Qingsong Xu Yilei Shi X. Yuan Xiao Xiang Zhu VLM 73 33 0 26 Jan 2023
Open Problems in Applied Deep Learning M. Raissi AI4CE 115 2 0 26 Jan 2023
Learning Good Features to Transfer Across Tasks and Domains Pierluigi Zama Ramirez Adriano Cardace Luca de Luigi A. Tonioni Samuele Salti Luigi Di Stefano OOD 90 10 0 26 Jan 2023
Discriminator-free Unsupervised Domain Adaptation for Multi-label Image Classification Inder Pal Singh Enjie Ghorbel Anis Kacem A. Rathinam Djamila Aouada 99 3 0 25 Jan 2023
Causality-based Dual-Contrastive Learning Framework for Domain Generalization Zining Chen Weiqiu Wang Zhicheng Zhao Aidong Men OOD 70 1 0 22 Jan 2023
ManyDG: Many-domain Generalization for Healthcare Applications Chaoqi Yang M. P. M. Brandon Westover Jimeng Sun OOD CML 61 22 0 21 Jan 2023
Chaos to Order: A Label Propagation Perspective on Source-Free Domain Adaptation Chunwei Wu Guitao Cao Yan Li Xidong Xi Wenming Cao Hong Wang TTA 72 2 0 20 Jan 2023
Foresee What You Will Learn: Data Augmentation for Domain Generalization in Non-stationary Environment Qiuhao Zeng Wei Wang Fan Zhou Charles Ling Boyu Wang OOD ViT 71 18 0 19 Jan 2023
MADAv2: Advanced Multi-Anchor Based Active Domain Adaptation Segmentation Munan Ning Donghuan Lu Yujia Xie Dongdong Chen Dong Wei Yefeng Zheng Yonghong Tian Shuicheng Yan Liuliang Yuan 87 9 0 18 Jan 2023
Vision Based Machine Learning Algorithms for Out-of-Distribution Generalisation Hamza Riaz Alan F. Smeaton OOD 54 4 0 17 Jan 2023
RxRx1: A Dataset for Evaluating Experimental Batch Correction Methods Maciej Sypetkowski Morteza Rezanejad Saber Saberian Oren Z. Kraus John Urbanik ... Mason L. Victors J. Yosinski A. R. Sereshkeh I. Haque Berton Earnshaw 93 38 0 13 Jan 2023
CLIP the Gap: A Single Domain Generalization Approach for Object Detection Vidit Vidit Martin Engilberge Mathieu Salzmann VLM ObjD 93 83 0 13 Jan 2023
Learning Transformations To Reduce the Geometric Shift in Object Detection Vidit Vidit Martin Engilberge Mathieu Salzmann ObjD 88 4 0 13 Jan 2023
Adversarial Adaptation for French Named Entity Recognition Arjun Choudhry Inder Khatri Pankaj Gupta Aaryan Gupta Maxime Nicol Marie-Jean Meurs Dinesh Kumar Vishwakarma 59 0 0 12 Jan 2023
Multi-label Image Classification using Adaptive Graph Convolutional Networks: from a Single Domain to Multiple Domains Indel Pal Singh Enjie Ghorbel O. Oyedotun Djamila Aouada 99 8 0 11 Jan 2023
CDA: Contrastive-adversarial Domain Adaptation Nishant Yadav M. Alam Ahmed K. Farahat Dipanjan Ghosh Chetan Gupta A. Ganguly 33 2 0 10 Jan 2023
Simplifying Open-Set Video Domain Adaptation with Contrastive Learning Giacomo Zara Victor G. Turrisi da Costa Subhankar Roy Paolo Rota Elisa Ricci 83 2 0 09 Jan 2023
Subset verification and search algorithms for causal DAGs Davin Choo Kirankumar Shiragur CML 56 11 0 09 Jan 2023
Weakly Supervised Joint Whole-Slide Segmentation and Classification in Prostate Cancer Pushpak Pati Guillaume Jaume Zeineb Ayadi Kevin Thandiackal Behzad Bozorgtabar M. Gabrani O. Goksel 70 19 0 07 Jan 2023
PressureVision++: Estimating Fingertip Pressure from Diverse RGB Images Patrick Grady Jeremy Collins Chengcheng Tang Christopher D. Twigg Kunal Aneja James Hays Charles C. Kemp 93 11 0 05 Jan 2023
High-level semantic feature matters few-shot unsupervised domain adaptation Lei Yu Wanqi Yang Sheng Huang Lei Wang Ming Yang 66 3 0 05 Jan 2023
Generative appearance replay for continual unsupervised domain adaptation Boqi Chen Kevin Thandiackal Pushpak Pati O. Goksel CLL MedIm 87 12 0 03 Jan 2023
Heterogeneous Domain Adaptation and Equipment Matching: DANN-based Alignment with Cyclic Supervision (DBACS) Natalie Gentner Gian Antonio Susto 101 2 0 03 Jan 2023
Discriminative Radial Domain Adaptation Zenan Huang Jun Wen Siheng Chen Linchao Zhu Nenggan Zheng OOD 116 14 0 01 Jan 2023
Sample-Efficient Unsupervised Domain Adaptation of Speech Recognition Systems A case study for Modern Greek Georgios Paraskevopoulos Theodoros Kouzelis Georgios Rouvalis Athanasios Katsamanis Vassilis Katsouros Alexandros Potamianos VLM 72 9 0 31 Dec 2022
A System-Level View on Out-of-Distribution Data in Robotics Rohan Sinha Apoorva Sharma Somrita Banerjee T. Lew Rachel Luo Spencer M. Richards Yixiao Sun Edward Schmerling Marco Pavone UQCV 97 26 0 28 Dec 2022
A Survey of Face Recognition Xinyi Wang Jianteng Peng Sufang Zhang Bihui Chen Yi Wang Yan-Hua Guo CVBM 111 0 0 26 Dec 2022
Improving Continuous Sign Language Recognition with Consistency Constraints and Signer Removal Ronglai Zuo Brian Mak SLR 109 21 0 26 Dec 2022
Bridging the Domain Gap in Satellite Pose Estimation: a Self-Training Approach based on Geometrical Constraints Zi Wang Minglin Chen Yulan Guo Zhang Li Qifeng Yu 82 33 0 23 Dec 2022
Target Conditioned Representation Independence (TCRI); From Domain-Invariant to Domain-General Representations Olawale Salaudeen Oluwasanmi Koyejo 80 3 0 21 Dec 2022
KL Regularized Normalization Framework for Low Resource Tasks Neeraj Kumar Ankur Narang Brejesh Lall 58 1 0 21 Dec 2022
Learning List-Level Domain-Invariant Representations for Ranking Ruicheng Xian Honglei Zhuang Zhen Qin Hamed Zamani Jing Lu Ji Ma Kai Hui Han Zhao Xuanhui Wang Michael Bendersky OOD 107 10 0 21 Dec 2022
Source-Free Domain Adaptation for Question Answering with Masked Self-training M. Yin B. Wang Yue Dong Charles Ling OOD 98 4 0 19 Dec 2022