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"

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GAMA++: Disentangled Geometric Alignment with Adaptive Contrastive Perturbation for Reliable Domain Transfer Kim Yun Hana Satou F Monkey 12 0 0 21 May 2025
GAMA: Geometry-Aware Manifold Alignment via Structured Adversarial Perturbations for Robust Domain Adaptation Hana Satou F Monkey 12 0 0 21 May 2025
A Tutorial on Discriminative Clustering and Mutual Information Louis Ohl Pierre-Alexandre Mattei F. Precioso 32 0 0 07 May 2025
Co-Training with Active Contrastive Learning and Meta-Pseudo-Labeling on 2D Projections for Deep Semi-Supervised Learning David Aparco-Cardenas Jancarlo F. Gomes Alexandre X. Falcão Pedro J. de Rezende 48 0 0 25 Apr 2025
PTCL: Pseudo-Label Temporal Curriculum Learning for Label-Limited Dynamic Graph Shengtao Zhang Haokai Zhang Shiqi Lou Zicheng Wang Zinan Zeng Yilin Wang Minnan Luo 69 0 0 24 Apr 2025
Weakly Semi-supervised Whole Slide Image Classification by Two-level Cross Consistency Supervision Linhao Qu Shiman Li Xiaoyuan Luo Shaolei Liu Qinhao Guo Manning Wang Zhijian Song 45 0 0 16 Apr 2025
LCGC: Learning from Consistency Gradient Conflicting for Class-Imbalanced Semi-Supervised Debiasing Weiwei Xing Yue Cheng Hongzhu Yi Xiaohui Gao Xiang Wei Xiaoyu Guo Yuming Zhang Xinyu Pang BDL 60 0 0 09 Apr 2025
Evaluation of (Un-)Supervised Machine Learning Methods for GNSS Interference Classification with Real-World Data Discrepancies Lucas Heublein N. Raichur Tobias Feigl Tobias Brieger Fin Heuer Lennart Asbach A. Rügamer Felix Ott 49 7 0 31 Mar 2025
CustomKD: Customizing Large Vision Foundation for Edge Model Improvement via Knowledge Distillation Jungsoo Lee Debasmit Das Munawar Hayat Sungha Choi Kyuwoong Hwang Fatih Porikli VLM 68 1 0 23 Mar 2025
Semi-supervised Semantic Segmentation with Multi-Constraint Consistency Learning Jianjian Yin Tao Chen Gensheng Pei Yazhou Yao Liqiang Nie Xiansheng Hua 63 1 0 23 Mar 2025
CGMatch: A Different Perspective of Semi-supervised Learning Bo Cheng Jueqing Lu Yuan Tian Haifeng Zhao Yi-Ju Chang Lan Du 50 0 0 04 Mar 2025
Semi-Supervised 360 Layout Estimation with Panoramic Collaborative Perturbations Junsong Zhang Chunyu Lin Zhijie Shen Lang Nie K. Liao Yao Zhao 35 0 0 03 Mar 2025
Re-Evaluating the Impact of Unseen-Class Unlabeled Data on Semi-Supervised Learning Model Rundong He Yicong Dong Lanzhe Guo Yilong Yin Tailin Wu 32 0 0 02 Mar 2025
Model Adaptation: Unsupervised Domain Adaptation without Source Data Rui Li Qianfen Jiao Wenming Cao Hau-San Wong Si Wu OOD 117 480 0 26 Feb 2025
CW-BASS: Confidence-Weighted Boundary-Aware Learning for Semi-Supervised Semantic Segmentation Ebenezer Tarubinga Jenifer Kalafatovich Espinoza Seong-Whan Lee 67 0 0 21 Feb 2025
Transfer Learning with Pre-trained Conditional Generative Models Shin'ya Yamaguchi Sekitoshi Kanai Atsutoshi Kumagai Daiki Chijiwa H. Kashima VLM CLL BDL DiffM 148 5 0 21 Feb 2025
Multi-Scale and Multi-Objective Optimization for Cross-Lingual Aspect-Based Sentiment Analysis Chengyan Wu Bolei Ma Ningyuan Deng Yanqing He Yun Xue 83 0 0 20 Feb 2025
Note-Level Singing Melody Transcription for Time-Aligned Musical Score Generation Leekyung Kim Sungwook Jeon Wan Heo Jonghun Park 87 0 0 18 Feb 2025
Adversarial ML Problems Are Getting Harder to Solve and to Evaluate Javier Rando Jie Zhang Nicholas Carlini F. Tramèr AAML ELM 65 3 0 04 Feb 2025
Solving the Catastrophic Forgetting Problem in Generalized Category Discovery Xinzi Cao Xiawu Zheng G. Wang Weijiang Yu Yunhang Shen Ke Li Yutong Lu Yonghong Tian CLL 54 4 0 09 Jan 2025
Probability-density-aware Semi-supervised Learning Shuyang Liu Ruiqiu Zheng Yunhang Shen Ke Li Xing Sun Zhou Yu Shaohui Lin 38 0 0 08 Jan 2025
Knowledge Distillation with Adapted Weight Sirong Wu Xi Luo Junjie Liu Yuhui Deng 48 0 0 06 Jan 2025
CASUAL: Conditional Support Alignment for Domain Adaptation with Label Shift A. Nguyen Lam C. Tran Anh Tong Tuan-Duy H. Nguyen Toan M. Tran 48 1 0 31 Dec 2024
Enhancing Topic Interpretability for Neural Topic Modeling through Topic-wise Contrastive Learning Xin Gao Yang Lin Ruiqing Li Yasha Wang Xu Chu Xinyu Ma Hailong Yu 43 1 0 23 Dec 2024
RegMixMatch: Optimizing Mixup Utilization in Semi-Supervised Learning Haorong Han Jidong Yuan Chixuan Wei Zhongyang Yu 250 1 0 14 Dec 2024
Lightweight Contenders: Navigating Semi-Supervised Text Mining through Peer Collaboration and Self Transcendence Qianren Mao Weifeng Jiang Jiaheng Liu Chenghua Lin Qian Li Xianqing Wen Jianxin Li Jinhu Lu 72 0 0 01 Dec 2024
GTPC-SSCD: Gate-guided Two-level Perturbation Consistency-based Semi-Supervised Change Detection Yan Xing Qiáo Xu Zongyu Guo Rui Huang Yuxiang Zhang 78 0 0 28 Nov 2024
Adversarial Training in Low-Label Regimes with Margin-Based Interpolation Tian Ye Rajgopal Kannan Viktor Prasanna AAML 73 0 0 27 Nov 2024
OwMatch: Conditional Self-Labeling with Consistency for Open-World Semi-Supervised Learning Shengjie Niu Lifan Lin Jian Huang Chao Wang 31 2 0 04 Nov 2024
Achieving Domain-Independent Certified Robustness via Knowledge Continuity Alan Sun Chiyu Ma Kenneth Ge Soroush Vosoughi 36 0 0 03 Nov 2024
Resilience in Knowledge Graph Embeddings Arnab Sharma N'Dah Jean Kouagou A. Ngomo 33 0 0 28 Oct 2024
Face-MLLM: A Large Face Perception Model Haomiao Sun Mingjie He Tianheng Lian Hu Han Shiguang Shan VLM CVBM LRM 27 5 0 28 Oct 2024
Bridging the Gaps: Utilizing Unlabeled Face Recognition Datasets to Boost Semi-Supervised Facial Expression Recognition Jie Song Mengqiao He Jinhua Feng B. S. 32 0 0 23 Oct 2024
Integrated Image-Text Based on Semi-supervised Learning for Small Sample Instance Segmentation Ruting Chi Zhiyi Huang Yuexing Han ISeg 43 0 0 21 Oct 2024
Adversarial Training: A Survey Mengnan Zhao Lihe Zhang Jingwen Ye Huchuan Lu Baocai Yin Xinchao Wang AAML 38 1 0 19 Oct 2024
Shape Transformation Driven by Active Contour for Class-Imbalanced Semi-Supervised Medical Image Segmentation Yuliang Gu Yepeng Liu Zhichao Sun Jinchi Zhu Yongchao Xu L. Najman MedIm 31 1 0 18 Oct 2024
Artificial Kuramoto Oscillatory Neurons Takeru Miyato Sindy Löwe Andreas Geiger Max Welling AI4CE 77 6 0 17 Oct 2024
Reducing Labeling Costs in Sentiment Analysis via Semi-Supervised Learning Minoo Jafarlou Mario M. Kubek 24 0 0 15 Oct 2024
Browsing without Third-Party Cookies: What Do You See? Maxwell Lin Shihan Lin Helen Wu Karen Wang Xiaowei Yang BDL 59 0 0 14 Oct 2024
Manifold-Aware Local Feature Modeling for Semi-Supervised Medical Image Segmentation Sicheng Shen Jinming Cao Yifang Yin Roger Zimmermann 51 1 0 14 Oct 2024
Transducer Consistency Regularization for Speech to Text Applications Cindy Tseng Yun Tang Vijendra Raj Apsingekar 42 0 0 09 Oct 2024
Auto-GDA: Automatic Domain Adaptation for Efficient Grounding Verification in Retrieval-Augmented Generation Tobias Leemann Periklis Petridis G. Vietri Dionysis Manousakas Aaron Roth Sergul Aydore 56 0 0 04 Oct 2024
Flipped Classroom: Aligning Teacher Attention with Student in Generalized Category Discovery Haonan Lin Wenbin An Jiahao Wang Yan Chen Feng Tian Mengmeng Wang Guang Dai Qianying Wang Jingdong Wang 46 2 0 29 Sep 2024
Self-supervised Auxiliary Learning for Texture and Model-based Hybrid Robust and Fair Featuring in Face Analysis Shukesh Reddy Nishit Poddar Srijan Das Abhijit Das CVBM 38 0 0 29 Sep 2024
A3: Active Adversarial Alignment for Source-Free Domain Adaptation Chrisantus Eze Christopher Crick 30 0 0 27 Sep 2024
Towards the Mitigation of Confirmation Bias in Semi-supervised Learning: a Debiased Training Perspective Yu Wang Yuxuan Yin Peng Li 33 0 0 26 Sep 2024
SCOMatch: Alleviating Overtrusting in Open-set Semi-supervised Learning Zerun Wang Liuyu Xiang Lang Huang Jiafeng Mao Ling Xiao Toshihiko Yamasaki 40 1 0 26 Sep 2024
Semi-LLIE: Semi-supervised Contrastive Learning with Mamba-based Low-light Image Enhancement Guanlin Li Ke Zhang Ting Wang Ming Li Bin Zhao Xuelong Li 19 0 0 25 Sep 2024
Exploring Information-Theoretic Metrics Associated with Neural Collapse in Supervised Training Kun Song Zhiquan Tan Bochao Zou Jiansheng Chen Huimin Ma Weiran Huang 42 1 0 25 Sep 2024
MalMixer: Few-Shot Malware Classification with Retrieval-Augmented Semi-Supervised Learning Eric Li Yifan Zhang Yu Huang Kevin Leach 34 0 0 20 Sep 2024