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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Title
Analyzing Modality Robustness in Multimodal Sentiment Analysis Devamanyu Hazarika Yingting Li Bo Cheng Shuai Zhao Roger Zimmermann Soujanya Poria 51 32 0 30 May 2022
Why Adversarial Training of ReLU Networks Is Difficult? Xu Cheng Hao Zhang Yue Xin Wen Shen Jie Ren Quanshi Zhang AAML 16 3 0 30 May 2022
Hazard Gradient Penalty for Survival Analysis Seungjae Jung KyungHyun Kim 33 0 0 27 May 2022
Adversarial attacks and defenses in Speaker Recognition Systems: A survey Jiahe Lan Rui Zhang Zheng Yan Jie Wang Yu Chen Ronghui Hou AAML 24 23 0 27 May 2022
Transfer and Share: Semi-Supervised Learning from Long-Tailed Data Tong Wei Qianqian Liu Jiang-Xin Shi Wei-Wei Tu Lan-Zhe Guo 36 14 0 26 May 2022
Semi-supervised Drifted Stream Learning with Short Lookback Wei-Ya Ren Pengyang Wang Xiaolin Li C. Hughes Yanjie Fu AI4TS 37 15 0 25 May 2022
Alleviating Robust Overfitting of Adversarial Training With Consistency Regularization Shudong Zhang Haichang Gao Tianwei Zhang Yunyi Zhou Zihui Wu AAML 26 3 0 24 May 2022
Decoder Denoising Pretraining for Semantic Segmentation Emmanuel B. Asiedu Simon Kornblith Ting Chen Niki Parmar Matthias Minderer Mohammad Norouzi AI4CE 199 26 0 23 May 2022
ADT-SSL: Adaptive Dual-Threshold for Semi-Supervised Learning Zechen Liang Yuansheng Wang Wei Lu Xiaochun Cao 39 0 0 21 May 2022
KGNN: Harnessing Kernel-based Networks for Semi-supervised Graph Classification Wei Ju Junwei Yang Meng Qu Weiping Song Jianhao Shen Ming Zhang 54 42 0 21 May 2022
Progressive Class Semantic Matching for Semi-supervised Text Classification Hai-Ming Xu Lingqiao Liu Ehsan Abbasnejad VLM 38 11 0 20 May 2022
A Topological Approach for Semi-Supervised Learning Adrián Inés C. Domínguez Jónathan Heras Gadea Mata Julio Rubio 11 0 0 19 May 2022
Automatic Rule Induction for Interpretable Semi-Supervised Learning Reid Pryzant Ziyi Yang Yichong Xu Chenguang Zhu Michael Zeng 46 9 0 18 May 2022
SemiCurv: Semi-Supervised Curvilinear Structure Segmentation Xun Xu M. Nguyen Yasin Yazici Kangkang Lu Hlaing Min Chuan-Sheng Foo 51 13 0 18 May 2022
Semi-Supervised Building Footprint Generation with Feature and Output Consistency Training Qingyu Li Yilei Shi Xiao Xiang Zhu 18 24 0 17 May 2022
FreeMatch: Self-adaptive Thresholding for Semi-supervised Learning Yidong Wang Hao Chen Qiang Heng Wenxin Hou Yue Fan ... Marios Savvides T. Shinozaki Bhiksha Raj Bernt Schiele Xing Xie 188 264 0 15 May 2022
Knowledge Distillation Meets Open-Set Semi-Supervised Learning Jing Yang Xiatian Zhu Adrian Bulat Brais Martínez Georgios Tzimiropoulos 40 8 0 13 May 2022
TreeMix: Compositional Constituency-based Data Augmentation for Natural Language Understanding Le Zhang Zichao Yang Diyi Yang 40 24 0 12 May 2022
Multi-Class 3D Object Detection with Single-Class Supervision Mao Ye Chenxi Liu Maoqing Yao Weiyue Wang Zhaoqi Leng C. Qi Drago Anguelov 3DPC 43 1 0 11 May 2022
DoubleMatch: Improving Semi-Supervised Learning with Self-Supervision Erik Wallin Lennart Svensson Fredrik Kahl Lars Hammarstrand SSL 22 12 0 11 May 2022
ALLSH: Active Learning Guided by Local Sensitivity and Hardness Shujian Zhang Chengyue Gong Xingchao Liu Pengcheng He Weizhu Chen Mingyuan Zhou 27 26 0 10 May 2022
Revisiting Pretraining for Semi-Supervised Learning in the Low-Label Regime Xun Xu Jingyi Liao Lile Cai M. Nguyen Kangkang Lu Wanyue Zhang Yasin Yazici Chuan-Sheng Foo 29 6 0 06 May 2022
Uncertainty Minimization for Personalized Federated Semi-Supervised Learning Yanhang Shi Siguang Chen Haijun Zhang FedML 23 8 0 05 May 2022
Mapping the landscape of histomorphological cancer phenotypes using self-supervised learning on unlabeled, unannotated pathology slides A. Quiros N. Coudray A. Yeaton Xinyu Yang Bojing Liu ... H. Pass A. Moreira J. L. Quesne A. Tsirigos Ke-Fei Yuan SSL 21 5 0 04 May 2022
Debiased Contrastive Learning of Unsupervised Sentence Representations Kun Zhou Beichen Zhang Wayne Xin Zhao Ji-Rong Wen SSL 41 98 0 02 May 2022
Prompt Consistency for Zero-Shot Task Generalization Chunting Zhou Junxian He Xuezhe Ma Taylor Berg-Kirkpatrick Graham Neubig VLM 26 74 0 29 Apr 2022
Unaligned Supervision For Automatic Music Transcription in The Wild Ben Maman Amit H. Bermano 37 29 0 28 Apr 2022
Region-level Contrastive and Consistency Learning for Semi-Supervised Semantic Segmentation Jianrong Zhang Tianyi Wu Chuan-Yong Ding Hongwei Zhao Guodong Guo ISeg 38 15 0 28 Apr 2022
Revisiting Consistency Regularization for Semi-supervised Change Detection in Remote Sensing Images W. G. C. Bandara Vishal M. Patel 30 66 0 18 Apr 2022
Pushing the Performance Limit of Scene Text Recognizer without Human Annotation Caiyuan Zheng Hui Li Seon-Min Rhee Seungju Han Jae-Joon Han Peng Wang 35 12 0 16 Apr 2022
Safe Self-Refinement for Transformer-based Domain Adaptation Tao Sun Cheng Lu Tianshuo Zhang Haibin Ling ViT 24 80 0 16 Apr 2022
Dense Learning based Semi-Supervised Object Detection Binghui Chen Pengyu Li Xiang Chen Biao Wang Lei Zhang Xia Hua ObjD 42 64 0 15 Apr 2022
METRO: Efficient Denoising Pretraining of Large Scale Autoencoding Language Models with Model Generated Signals Payal Bajaj Chenyan Xiong Guolin Ke Xiaodong Liu Di He Saurabh Tiwary Tie-Yan Liu Paul N. Bennett Xia Song Jianfeng Gao 52 32 0 13 Apr 2022
CAMERO: Consistency Regularized Ensemble of Perturbed Language Models with Weight Sharing Chen Liang Pengcheng He Yelong Shen Weizhu Chen T. Zhao FedML 17 6 0 13 Apr 2022
Consistency Learning via Decoding Path Augmentation for Transformers in Human Object Interaction Detection Jihwan Park Seungjun Lee Hwan Heo Hyeong Kyu Choi Hyunwoo J. Kim 19 23 0 11 Apr 2022
Mapping Temporary Slums from Satellite Imagery using a Semi-Supervised Approach M. F. U. Rehman Izza Ali Waqas Sultani Mohsen Ali 32 12 0 09 Apr 2022
Optimization Models and Interpretations for Three Types of Adversarial Perturbations against Support Vector Machines Wen Su Qingna Li Chunfeng Cui AAML 22 1 0 07 Apr 2022
Harmonizing Pathological and Normal Pixels for Pseudo-healthy Synthesis Yunlong Zhang Xin Lin Yihong Zhuang LiyanSun Yue Huang Xinghao Ding Guisheng Wang Ling Yang Yizhou Yu MedIm 14 6 0 29 Mar 2022
Agreement or Disagreement in Noise-tolerant Mutual Learning? Jiarun Liu Daguang Jiang Yukun Yang Ruirui Li NoLa 23 2 0 29 Mar 2022
Interpretable Research Replication Prediction via Variational Contextual Consistency Sentence Masking Tianyi Luo Rui Meng Xinze Wang Yongxu Liu 33 4 0 28 Mar 2022
A Survey of Robust Adversarial Training in Pattern Recognition: Fundamental, Theory, and Methodologies Zhuang Qian Kaizhu Huang Qiufeng Wang Xu-Yao Zhang OOD AAML ObjD 54 72 0 26 Mar 2022
Noisy Boundaries: Lemon or Lemonade for Semi-supervised Instance Segmentation? Zhenyu Wang Yali Li Shengjin Wang ISeg 24 29 0 25 Mar 2022
Maximum Spatial Perturbation Consistency for Unpaired Image-to-Image Translation Yanwu Xu Shaoan Xie Wenhao Wu Kun Zhang Biwei Huang Kayhan Batmanghelich 28 23 0 23 Mar 2022
ERNIE-SPARSE: Learning Hierarchical Efficient Transformer Through Regularized Self-Attention Yang Liu Jiaxiang Liu L. Chen Yuxiang Lu Shi Feng Zhida Feng Yu Sun Hao Tian Huancheng Wu Hai-feng Wang 31 9 0 23 Mar 2022
Scale-Equivalent Distillation for Semi-Supervised Object Detection Qiushan Guo Yao Mu Jianyu Chen Tianqi Wang Yizhou Yu Ping Luo 23 28 0 23 Mar 2022
On Robust Prefix-Tuning for Text Classification Zonghan Yang Yang Liu VLM 26 20 0 19 Mar 2022
Learning Morphological Feature Perturbations for Calibrated Semi-Supervised Segmentation Moucheng Xu Yukun Zhou Chen Jin Stefano B. Blumberg Frederick J Wilson M. Groot Daniel C. Alexander N. Oxtoby Joseph Jacob 22 15 0 19 Mar 2022
SURF: Semi-supervised Reward Learning with Data Augmentation for Feedback-efficient Preference-based Reinforcement Learning Jongjin Park Younggyo Seo Jinwoo Shin Honglak Lee Pieter Abbeel Kimin Lee 17 82 0 18 Mar 2022
Self-Ensemble Adversarial Training for Improved Robustness Hongjun Wang Yisen Wang OOD AAML 20 48 0 18 Mar 2022
Style Transformer for Image Inversion and Editing Xueqi Hu Qiusheng Huang Zhengyi Shi Siyuan Li Changxin Gao Li Sun Qingli Li 41 55 0 15 Mar 2022