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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
A Closer Look at Smoothness in Domain Adversarial Training Harsh Rangwani Sumukh K Aithal Mayank Mishra Arihant Jain R. Venkatesh Babu 118 122 0 16 Jun 2022
A Simple Baseline for Adversarial Domain Adaptation-based Unsupervised Flood Forecasting Delong Chen Ruizhi Zhou Ya‐Jun Pan Fan Liu AI4CE 27 0 0 16 Jun 2022
CARLANE: A Lane Detection Benchmark for Unsupervised Domain Adaptation from Simulation to multiple Real-World Domains Julian Gebele Bonifaz Stuhr Johann Haselberger 98 12 0 16 Jun 2022
Balancing Discriminability and Transferability for Source-Free Domain Adaptation Jogendra Nath Kundu Akshay Ravindra Kulkarni Suvaansh Bhambri Deepesh Mehta Shreyas Kulkarni Varun Jampani R. Venkatesh Babu TTA 86 94 0 16 Jun 2022
Domain Generalization via Selective Consistency Regularization for Time Series Classification Wenyu Zhang Mohamed Ragab Chuan-Sheng Foo OOD AI4TS 116 2 0 16 Jun 2022
Modeling the Data-Generating Process is Necessary for Out-of-Distribution Generalization Jivat Neet Kaur Emre Kıcıman Amit Sharma UQCV OOD 80 27 0 15 Jun 2022
Pareto Invariant Risk Minimization: Towards Mitigating the Optimization Dilemma in Out-of-Distribution Generalization Yongqiang Chen Kaiwen Zhou Yatao Bian Binghui Xie Bing Wu ... Kaili Ma Han Yang P. Zhao Bo Han James Cheng OOD OODD 82 37 0 15 Jun 2022
Improving Diversity with Adversarially Learned Transformations for Domain Generalization Tejas Gokhale Rushil Anirudh Jayaraman J. Thiagarajan B. Kailkhura Chitta Baral Yezhou Yang 75 31 0 15 Jun 2022
Unknown-Aware Domain Adversarial Learning for Open-Set Domain Adaptation Joonho Jang Byeonghu Na DongHyeok Shin Mingi Ji Kyungwoo Song Il-Chul Moon 80 40 0 15 Jun 2022
Learning towards Synchronous Network Memorizability and Generalizability for Continual Segmentation across Multiple Sites Jingyang Zhang Peng Xue Ran Gu Yuning Gu Mianxin Liu Yongsheng Pan Zhiming Cui Jiawei Huang Lei Ma Dinggang Shen CLL 82 8 0 14 Jun 2022
Exploring speaker enrolment for few-shot personalisation in emotional vocalisation prediction Andreas Triantafyllopoulos Meishu Song Zijiang Yang Xin Jing Björn W. Schuller 58 9 0 14 Jun 2022
Semantic-Discriminative Mixup for Generalizable Sensor-based Cross-domain Activity Recognition Wang Lu Jindong Wang Yiqiang Chen Sinno Jialin Pan Chunyu Hu Xin Qin 75 46 0 14 Jun 2022
Contrastive Learning for Unsupervised Domain Adaptation of Time Series Yilmazcan Ozyurt Stefan Feuerriegel Ce Zhang AI4TS 105 47 0 13 Jun 2022
Learning Fashion Compatibility from In-the-wild Images Additya Popli Vijay Kumar Sujit Jos Saraansh Tandon 73 1 0 13 Jun 2022
INDIGO: Intrinsic Multimodality for Domain Generalization Puneet Mangla Shivam Chandhok Milan Aggarwal V. Balasubramanian Balaji Krishnamurthy VLM 80 2 0 13 Jun 2022
Deploying Convolutional Networks on Untrusted Platforms Using 2D Holographic Reduced Representations Mohammad Mahmudul Alam Edward Raff Tim Oates James Holt 52 5 0 13 Jun 2022
A Semantic Consistency Feature Alignment Object Detection Model Based on Mixed-Class Distribution Metrics Lijun Gou Jinrong Yang Hangchen Yu Pan Wang Xiaoping Li Chao Deng 34 2 0 12 Jun 2022
Regularization Penalty Optimization for Addressing Data Quality Variance in OoD Algorithms Runpeng Yu Hong Zhu Kaican Li Lanqing Hong Rui Zhang Nan Ye Shao-Lun Huang Xiuqiang He 65 6 0 12 Jun 2022
Causal Balancing for Domain Generalization Xinyi Wang Michael Stephen Saxon Jiachen Li Hongyang R. Zhang Kun Zhang William Yang Wang OOD CML 113 23 0 10 Jun 2022
ConFUDA: Contrastive Fewshot Unsupervised Domain Adaptation for Medical Image Segmentation Mingxuan Gu Sulaiman Vesal Mareike Thies Zhaoya Pan Fabian Wagner M. Rusu Andreas Maier Ronak Kosti 52 2 0 08 Jun 2022
Fair Classification via Domain Adaptation: A Dual Adversarial Learning Approach Yueqing Liang Canyu Chen Tian Tian Kai Shu FaML 66 9 0 08 Jun 2022
OneRing: A Simple Method for Source-free Open-partial Domain Adaptation Shiqi Yang Yaxing Wang Kai Wang Shangling Jui Joost van de Weijer 118 1 0 07 Jun 2022
Searching for Optimal Subword Tokenization in Cross-domain NER Ruotian Ma Yiding Tan Xin Zhou Xuanting Chen Di Liang Sirui Wang Wei Wu Tao Gui Qi Zhang OOD 105 14 0 07 Jun 2022
Self-Training of Handwritten Word Recognition for Synthetic-to-Real Adaptation Fabian Wolf G. Fink 90 5 0 07 Jun 2022
Virtual Homogeneity Learning: Defending against Data Heterogeneity in Federated Learning Zhenheng Tang Yonggang Zhang Shaoshuai Shi Xinfu He Bo Han Xiaowen Chu FedML 129 76 0 06 Jun 2022
Relation Matters: Foreground-aware Graph-based Relational Reasoning for Domain Adaptive Object Detection Chaoqi Chen Jiongcheng Li Hong-Yu Zhou Xiaoguang Han Yue Huang Xinghao Ding Yizhou Yu 71 43 0 06 Jun 2022
Vanilla Feature Distillation for Improving the Accuracy-Robustness Trade-Off in Adversarial Training Guodong Cao Peng Kuang Xiaowei Dong Zhifei Zhang Hengchang Guo Zhan Qin Kui Ren AAML 41 2 0 05 Jun 2022
Toward Learning Robust and Invariant Representations with Alignment Regularization and Data Augmentation Haohan Wang Zeyi Huang Xindi Wu Eric P. Xing OOD 50 15 0 04 Jun 2022
Estimating counterfactual treatment outcomes over time in complex multiagent scenarios Keisuke Fujii Koh Takeuchi Atsushi Kuribayashi Naoya Takeishi Yoshinobu Kawahara K. Takeda CML 82 15 0 04 Jun 2022
Recognition of Unseen Bird Species by Learning from Field Guides Andrés C. Rodríguez Stefano Dáronco Rodrigo Caye Daudt Jan Dirk Wegner Konrad Schindler 52 1 0 03 Jun 2022
SPD domain-specific batch normalization to crack interpretable unsupervised domain adaptation in EEG Reinmar J. Kobler J. Hirayama Qibin Zhao M. Kawanabe 83 59 0 02 Jun 2022
Learning Unbiased Transferability for Domain Adaptation by Uncertainty Modeling Jian Hu Haowen Zhong Junchi Yan S. Gong Guile Wu Fei Yang 56 11 0 02 Jun 2022
Optimizing Relevance Maps of Vision Transformers Improves Robustness Hila Chefer Idan Schwartz Lior Wolf ViT 107 38 0 02 Jun 2022
Nest Your Adaptive Algorithm for Parameter-Agnostic Nonconvex Minimax Optimization Junchi Yang Xiang Li Niao He ODL 111 22 0 01 Jun 2022
IDANI: Inference-time Domain Adaptation via Neuron-level Interventions Omer Antverg Eyal Ben-David Yonatan Belinkov OOD AI4CE 63 5 0 01 Jun 2022
Cross-domain Detection Transformer based on Spatial-aware and Semantic-aware Token Alignment Jinhong Deng Xiaoyue Zhang Wen Li Lixin Duan 85 9 0 01 Jun 2022
CAFA: Class-Aware Feature Alignment for Test-Time Adaptation Sanghun Jung Jungsoo Lee Nanhee Kim Amirreza Shaban Byron Boots Jaegul Choo OOD TTA 97 18 0 01 Jun 2022
What Knowledge Gets Distilled in Knowledge Distillation? Utkarsh Ojha Yuheng Li Anirudh Sundara Rajan Yingyu Liang Yong Jae Lee FedML 83 21 0 31 May 2022
You Can't Count on Luck: Why Decision Transformers and RvS Fail in Stochastic Environments Keiran Paster Sheila A. McIlraith Jimmy Ba OffRL 264 28 0 31 May 2022
Hide and Seek: on the Stealthiness of Attacks against Deep Learning Systems Zeyan Liu Fengjun Li Jingqiang Lin Zhu Li Bo Luo AAML 54 2 0 31 May 2022
Contrastive Centroid Supervision Alleviates Domain Shift in Medical Image Classification Wenshuo Zhou Dalu Yang Binghong Wu Yehui Yang Junde Wu Xiaorong Wang Lei Wang Haifeng Huang Yanwu Xu OOD 85 1 0 31 May 2022
Variational Transfer Learning using Cross-Domain Latent Modulation Jinyong Hou Jeremiah D. Deng Stephen Cranefield Xuejie Din DRL 73 1 0 31 May 2022
PAC Generalization via Invariant Representations Advait Parulekar Karthikeyan Shanmugam Sanjay Shakkottai 93 4 0 30 May 2022
Modular and On-demand Bias Mitigation with Attribute-Removal Subnetworks Lukas Hauzenberger Shahed Masoudian Deepak Kumar Markus Schedl Navid Rekabsaz 82 18 0 30 May 2022
Saliency Map Based Data Augmentation Jalal Al-Afandi B. Magyar András Horváth 43 0 0 29 May 2022
Machine Learning for Microcontroller-Class Hardware: A Review Swapnil Sayan Saha S. Sandha Mani B. Srivastava 109 125 0 29 May 2022
The Missing Invariance Principle Found -- the Reciprocal Twin of Invariant Risk Minimization Dongsung Huh A. Baidya OOD 65 8 0 29 May 2022
Divide to Adapt: Mitigating Confirmation Bias for Domain Adaptation of Black-Box Predictors Jianfei Yang Xiangyu Peng Kaidi Wang Zheng Hua Zhu Jiashi Feng Lihua Xie Yang You 99 29 0 28 May 2022
Dynamic Domain Generalization Zhishu Sun Zhifeng Shen Luojun Lin Yuanlong Yu Zhifeng Yang Shicai Yang Weijie Chen OOD 72 19 0 27 May 2022
CA-UDA: Class-Aware Unsupervised Domain Adaptation with Optimal Assignment and Pseudo-Label Refinement Can Zhang G. Lee 93 3 0 26 May 2022