Virtual Adversarial Training: A Regularization Method for Supervised and Semi-Supervised Learning

13 April 2017

Papers citing "Virtual Adversarial Training: A Regularization Method for Supervised and Semi-Supervised Learning"

50 / 1,261 papers shown

Title
Segment Together: A Versatile Paradigm for Semi-Supervised Medical Image Segmentation Qingjie Zeng Yutong Xie Zilin Lu Mengkang Lu Yicheng Wu Yong-quan Xia 47 3 0 20 Nov 2023
SSB: Simple but Strong Baseline for Boosting Performance of Open-Set Semi-Supervised Learning Yue Fan Anna Kukleva Dengxin Dai Bernt Schiele 34 8 0 17 Nov 2023
Semi-supervised ViT knowledge distillation network with style transfer normalization for colorectal liver metastases survival prediction Mohamed El Amine Elforaici E. Montagnon Francisco Perdigon Romero W. Le F. Azzi Dominique Trudel Bich Nguyen Simon Turcotte An Tang Samuel Kadoury MedIm 49 2 0 17 Nov 2023
On semi-supervised estimation using exponential tilt mixture models Ye Tian Xinwei Zhang Zhiqiang Tan 11 0 0 14 Nov 2023
Semi-Supervised Learning via Swapped Prediction for Communication Signal Recognition Weidong Wang H. Liao Lu Gan SSL 37 0 0 14 Nov 2023
ProS: Facial Omni-Representation Learning via Prototype-based Self-Distillation Xing Di Yiyu Zheng Xiaoming Liu Yu Cheng 18 3 0 03 Nov 2023
Modeling the Uncertainty with Maximum Discrepant Students for Semi-supervised 2D Pose Estimation Jiaqi Wu Junbiao Pang Qingming Huang 21 0 0 03 Nov 2023
Towards Few-Annotation Learning for Object Detection: Are Transformer-based Models More Efficient ? Quentin Bouniot Angélique Loesch Romaric Audigier Amaury Habrard ViT 38 2 0 30 Oct 2023
InstanT: Semi-supervised Learning with Instance-dependent Thresholds Muyang Li Runze Wu Haoyu Liu Jun-chen Yu Xun Yang Bo Han Tongliang Liu 42 17 0 29 Oct 2023
ReConTab: Regularized Contrastive Representation Learning for Tabular Data Suiyao Chen Jing Wu N. Hovakimyan Handong Yao 41 34 0 28 Oct 2023
OTMatch: Improving Semi-Supervised Learning with Optimal Transport Zhiquan Tan Kaipeng Zheng Weiran Huang OT 41 8 0 26 Oct 2023
DualMatch: Robust Semi-Supervised Learning with Dual-Level Interaction Cong Wang Xiaofeng Cao Lanzhe Guo Zenglin Shi 24 2 0 25 Oct 2023
FlatMatch: Bridging Labeled Data and Unlabeled Data with Cross-Sharpness for Semi-Supervised Learning Zhuo Huang Li Shen Jun-chen Yu Bo Han Tongliang Liu FedML 34 21 0 25 Oct 2023
SequenceMatch: Revisiting the design of weak-strong augmentations for Semi-supervised learning Khanh-Binh Nguyen 23 3 0 24 Oct 2023
Debiasing, calibrating, and improving Semi-supervised Learning performance via simple Ensemble Projector Khanh-Binh Nguyen 35 2 0 24 Oct 2023
Vision-Enhanced Semantic Entity Recognition in Document Images via Visually-Asymmetric Consistency Learning Hao Wang Xiahua Chen Rui-cang Wang Chenhui Chu 27 0 0 23 Oct 2023
CrisisMatch: Semi-Supervised Few-Shot Learning for Fine-Grained Disaster Tweet Classification Henry Peng Zou Yue Zhou Cornelia Caragea Doina Caragea 30 2 0 23 Oct 2023
A comprehensive survey on deep active learning in medical image analysis Haoran Wang Q. Jin Shiman Li Siyu Liu Manning Wang Zhijian Song VLM 48 24 0 22 Oct 2023
Training Image Derivatives: Increased Accuracy and Universal Robustness V. Avrutskiy 51 0 0 21 Oct 2023
Robust Class-Conditional Distribution Alignment for Partial Domain Adaptation Sandipan Choudhuri Arunabha Sen OOD 32 0 0 18 Oct 2023
Robust Multi-Agent Reinforcement Learning via Adversarial Regularization: Theoretical Foundation and Stable Algorithms Alexander Bukharin Yan Li Yue Yu Qingru Zhang Zhehui Chen Simiao Zuo Chao Zhang Songan Zhang Tuo Zhao OOD AAML 32 18 0 16 Oct 2023
Semi-Supervised Crowd Counting with Contextual Modeling: Facilitating Holistic Understanding of Crowd Scenes Yifei Qian Xiaopeng Hong Zhongliang Guo Ognjen Arandjelović Carl R. Donovan 35 8 0 16 Oct 2023
Semi-Supervised End-To-End Contrastive Learning For Time Series Classification Hui Cai Xiang Zhang Xiaofeng Liu AI4TS 37 0 0 13 Oct 2023
Learning Transferable Conceptual Prototypes for Interpretable Unsupervised Domain Adaptation Junyu Gao Xinhong Ma Changsheng Xu 34 4 0 12 Oct 2023
Cross-head mutual Mean-Teaching for semi-supervised medical image segmentation Wei Li Ruifeng Bian Wenyi Zhao Weijing Xu Huihua Yang 34 0 0 08 Oct 2023
Robustness-enhanced Uplift Modeling with Adversarial Feature Desensitization Zexu Sun Bowei He Ming Ma Jiakai Tang Yuchen Wang Chen Ma Dugang Liu 34 4 0 07 Oct 2023
SemiReward: A General Reward Model for Semi-supervised Learning Siyuan Li Weiyang Jin Zedong Wang Fang Wu Zicheng Liu Cheng Tan Stan Z. Li 40 9 0 04 Oct 2023
Cross-adversarial local distribution regularization for semi-supervised medical image segmentation Thanh Nguyen-Duc Trung Le Roland Bammer He Zhao Jianfei Cai Dinh Q. Phung OOD MedIm 27 8 0 02 Oct 2023
Out-Of-Domain Unlabeled Data Improves Generalization Amir Saberi Amir Najafi Alireza Heidari Mohammad Hosein Movasaghinia Abolfazl Motahari B. Khalaj OOD 26 0 0 29 Sep 2023
Data Upcycling Knowledge Distillation for Image Super-Resolution Yun-feng Zhang Wei Li Simiao Li Hanting Chen Zhaopeng Tu Wenjun Wang Bingyi Jing Hai-lin Wang Jie Hu 35 3 0 25 Sep 2023
Order-preserving Consistency Regularization for Domain Adaptation and Generalization Mengmeng Jing Xiantong Zhen Jingjing Li Cees G. M. Snoek 27 4 0 23 Sep 2023
Progressive Feature Adjustment for Semi-supervised Learning from Pretrained Models Hai-Ming Xu Lingqiao Liu Hao Chen Ehsan Abbasnejad Rafael Felix 39 0 0 09 Sep 2023
Enhancing Sample Utilization through Sample Adaptive Augmentation in Semi-Supervised Learning Guan Gui Zhen Zhao Lei Qi Luping Zhou Lei Wang Yinghuan Shi AAML 38 7 0 07 Sep 2023
Fast FixMatch: Faster Semi-Supervised Learning with Curriculum Batch Size John Chen Chen Dun Anastasios Kyrillidis 21 2 0 07 Sep 2023
Generalised Mutual Information: a Framework for Discriminative Clustering Louis Ohl Pierre-Alexandre Mattei C. Bouveyron Warith Harchaoui Mickael Leclercq Arnaud Droit F. Precioso 19 3 0 06 Sep 2023
A Visual Interpretation-Based Self-Improved Classification System Using Virtual Adversarial Training Shuai Jiang Sayaka Kamei Chen Li Shengzhe Hou Yasuhiko Morimoto SSL 18 1 0 03 Sep 2023
Towards Certified Probabilistic Robustness with High Accuracy Ruihan Zhang Peixin Zhang Jun Sun AAML 27 0 0 02 Sep 2023
Semi-Supervised Semantic Segmentation via Marginal Contextual Information Moshe Kimhi Shai Kimhi Evgenii Zheltonozhskii Or Litany Chaim Baskin 32 10 0 26 Aug 2023
IOMatch: Simplifying Open-Set Semi-Supervised Learning with Joint Inliers and Outliers Utilization Zekun Li Lei Qi Yinghuan Shi Yang Gao 37 29 0 25 Aug 2023
Semi-Supervised Learning via Weight-aware Distillation under Class Distribution Mismatch Pan Du Suyun Zhao Zisen Sheng Cuiping Li Hong Chen 29 5 0 23 Aug 2023
Revisiting and Exploring Efficient Fast Adversarial Training via LAW: Lipschitz Regularization and Auto Weight Averaging Xiaojun Jia YueFeng Chen Xiaofeng Mao Ranjie Duan Jindong Gu Rong Zhang H. Xue Xiaochun Cao AAML 24 9 0 22 Aug 2023
GeT: Generative Target Structure Debiasing for Domain Adaptation Can Zhang G. Lee DiffM 36 2 0 20 Aug 2023
MDCS: More Diverse Experts with Consistency Self-distillation for Long-tailed Recognition QiHao Zhao Chen Jiang Wei Hu Fangying Zhang Jun Liu 35 11 0 19 Aug 2023
Diverse Cotraining Makes Strong Semi-Supervised Segmentor Yijiang Li Xinjiang Wang Lihe Yang Xue Jiang Wayne Zhang Ying Gao 30 15 0 18 Aug 2023
MarginMatch: Improving Semi-Supervised Learning with Pseudo-Margins Tiberiu Sosea Cornelia Caragea 18 12 0 17 Aug 2023
Self-distillation Regularized Connectionist Temporal Classification Loss for Text Recognition: A Simple Yet Effective Approach Ziyin Zhang Ning Lu Minghui Liao Yongshuai Huang Cheng Li Min Wang Wei Peng 38 11 0 17 Aug 2023
Knowledge-inspired Subdomain Adaptation for Cross-Domain Knowledge Transfer Liyue Chen Linian Wang Jinyu Xu Shuai Chen Weiqiang Wang Wenbiao Zhao Qiyu Li Leye Wang 27 7 0 17 Aug 2023
Boosting Semi-Supervised Learning by bridging high and low-confidence predictions Khanh-Binh Nguyen Joon-Sung Yang 27 8 0 15 Aug 2023
Shrinking Class Space for Enhanced Certainty in Semi-Supervised Learning Lihe Yang Zhen Zhao Lei Qi Yu Qiao Yinghuan Shi Hengshuang Zhao 19 15 0 13 Aug 2023
Learning on Graphs with Out-of-Distribution Nodes Yunho Song Donglin Wang OODD 19 39 0 13 Aug 2023