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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An analysis of over-sampling labeled data in semi-supervised learning with FixMatch Miquel Martí i Rabadán Sebastian Bujwid Alessandro Pieropan Hossein Azizpour A. Maki 16 5 0 03 Jan 2022
Evaluating Deep Music Generation Methods Using Data Augmentation Toby Godwin Georgios Rizos Alice Baird N. A. Futaisi Vincent Brisse Bjoern W. Schuller MGen 20 0 0 31 Dec 2021
Semi-supervised Salient Object Detection with Effective Confidence Estimation Jiawei Liu Jing Zhang Nick Barnes 46 4 0 28 Dec 2021
GuidedMix-Net: Semi-supervised Semantic Segmentation by Using Labeled Images as Reference Peng Tu Yawen Huang Feng Zheng Zhenyu He Liujun Cao Ling Shao 32 23 0 28 Dec 2021
Regularizing End-to-End Speech Translation with Triangular Decomposition Agreement Yichao Du Zhirui Zhang Weizhi Wang Boxing Chen Jun Xie Tong Xu 67 22 0 21 Dec 2021
AutoTransfer: Subject Transfer Learning with Censored Representations on Biosignals Data Niklas Smedemark-Margulies Ye Wang T. Koike-Akino Deniz Erdogmus OOD 22 5 0 17 Dec 2021
Cross-Model Pseudo-Labeling for Semi-Supervised Action Recognition Yinghao Xu Fangyun Wei Xiao Sun Ceyuan Yang Yujun Shen Bo Dai Bolei Zhou Stephen Lin VLM 33 52 0 17 Dec 2021
Local contrastive loss with pseudo-label based self-training for semi-supervised medical image segmentation K. Chaitanya Ertunc Erdil Neerav Karani E. Konukoglu SSL 22 121 0 17 Dec 2021
Sharpness-Aware Minimization with Dynamic Reweighting Wenxuan Zhou Fangyu Liu Huan Zhang Muhao Chen AAML 31 8 0 16 Dec 2021
Taming Overconfident Prediction on Unlabeled Data from Hindsight Jing Li Yuangang Pan Ivor W. Tsang 26 1 0 15 Dec 2021
A Survey of Unsupervised Domain Adaptation for Visual Recognition Youshan Zhang OOD 32 44 0 13 Dec 2021
Quantifying and Understanding Adversarial Examples in Discrete Input Spaces Volodymyr Kuleshov Evgenii Nikishin S. Thakoor Tingfung Lau Stefano Ermon AAML 27 1 0 12 Dec 2021
Revisiting Consistency Regularization for Semi-Supervised Learning Yue Fan Anna Kukleva Bernt Schiele 30 59 0 10 Dec 2021
Enhancing Counterfactual Classification via Self-Training Ruijiang Gao Max Biggs Wei-Ju Sun Ligong Han CML OffRL 37 6 0 08 Dec 2021
Human Parity on CommonsenseQA: Augmenting Self-Attention with External Attention Yichong Xu Chenguang Zhu Shuohang Wang Siqi Sun Hao Cheng Xiaodong Liu Jianfeng Gao Pengcheng He Michael Zeng Xuedong Huang LRM 254 55 0 06 Dec 2021
General Facial Representation Learning in a Visual-Linguistic Manner Yinglin Zheng Hao Yang Ting Zhang Jianmin Bao Dongdong Chen Yangyu Huang Lu Yuan Dong Chen Ming Zeng Fang Wen CVBM 146 164 0 06 Dec 2021
Clue Me In: Semi-Supervised FGVC with Out-of-Distribution Data Ruoyi Du Dongliang Chang Zhanyu Ma Yi-Zhe Song Jun Guo OODD 31 1 0 06 Dec 2021
Probabilistic Deep Learning to Quantify Uncertainty in Air Quality Forecasting Abdulmajid Murad F. Kraemer Kerstin Bach Gavin Taylor OOD BDL UQCV 25 12 0 05 Dec 2021
Adv-4-Adv: Thwarting Changing Adversarial Perturbations via Adversarial Domain Adaptation Tianyue Zheng Zhe Chen Shuya Ding Chao Cai Jun Luo AAML 35 5 0 01 Dec 2021
Point Cloud Instance Segmentation with Semi-supervised Bounding-Box Mining Yongbin Liao Erik Cambria Yang-ting Zhang Chuangguan Ye Tao Chen Jiayuan Fan ISeg 3DPC 36 22 0 30 Nov 2021
Pyramid Adversarial Training Improves ViT Performance Charles Herrmann Kyle Sargent Lu Jiang Ramin Zabih Huiwen Chang Ce Liu Dilip Krishnan Deqing Sun ViT 39 56 0 30 Nov 2021
Weakly-supervised Generative Adversarial Networks for medical image classification Jia-min Mao Xuesong Yin Yuan Chang Qi Huang GAN MedIm 19 1 0 29 Nov 2021
GALAXY: A Generative Pre-trained Model for Task-Oriented Dialog with Semi-Supervised Learning and Explicit Policy Injection Wanwei He Yinpei Dai Yinhe Zheng Yuchuan Wu Zhen Cao ... Min Yang Feiling Huang Luo Si Jian Sun Yongbin Li VLM 34 157 0 29 Nov 2021
Contrastive Vicinal Space for Unsupervised Domain Adaptation Jaemin Na Dongyoon Han H. Chang Wonjun Hwang 36 20 0 26 Nov 2021
ACPL: Anti-curriculum Pseudo-labelling for Semi-supervised Medical Image Classification Fengbei Liu Yu Tian Yuanhong Chen Yuyuan Liu Vasileios Belagiannis G. Carneiro 43 78 0 25 Nov 2021
Perturbed and Strict Mean Teachers for Semi-supervised Semantic Segmentation Yuyuan Liu Yu Tian Yuanhong Chen Fengbei Liu Vasileios Belagiannis G. Carneiro 41 177 0 25 Nov 2021
Causality-inspired Single-source Domain Generalization for Medical Image Segmentation Cheng Ouyang Chen Chen Surui Li Zeju Li C. Qin Wenjia Bai Daniel Rueckert OOD 37 156 0 24 Nov 2021
Semi-Supervised Learning with Taxonomic Labels Jong-Chyi Su Subhransu Maji 41 10 0 23 Nov 2021
Exploring Feature Representation Learning for Semi-supervised Medical Image Segmentation Huimin Wu Xuelong Li Kwang-Ting Cheng 33 13 0 22 Nov 2021
MUM : Mix Image Tiles and UnMix Feature Tiles for Semi-Supervised Object Detection Jongmok Kim JooYoung Jang Seunghyeon Seo Jisoo Jeong Jongkeun Na Nojun Kwak 25 40 0 22 Nov 2021
Self-supervised Semi-supervised Learning for Data Labeling and Quality Evaluation Haoping Bai Mengyao Cao Ping Huang Jiulong Shan SSL 31 10 0 22 Nov 2021
Network representation learning: A macro and micro view Xueyi Liu Jie Tang GNN AI4TS 24 23 0 21 Nov 2021
Semi-Supervised Domain Generalization with Evolving Intermediate Domain Luojun Lin Han Xie Zhishu Sun Weijie Chen Wenxi Liu Yuanlong Yu Lei Zhang 21 10 0 19 Nov 2021
Contrastive Representation Learning with Trainable Augmentation Channel Masanori Koyama Kentaro Minami Takeru Miyato Y. Gal 21 1 0 15 Nov 2021
Multilingual and Multilabel Emotion Recognition using Virtual Adversarial Training Vikram Gupta 29 4 0 11 Nov 2021
Understanding the Generalization Benefit of Model Invariance from a Data Perspective Sicheng Zhu Bang An Furong Huang 30 25 0 10 Nov 2021
Constrained Instance and Class Reweighting for Robust Learning under Label Noise Abhishek Kumar Ehsan Amid NoLa 35 19 0 09 Nov 2021
Smooth Imitation Learning via Smooth Costs and Smooth Policies Sapana Chaudhary Balaraman Ravindran 24 1 0 03 Nov 2021
Combating Noise: Semi-supervised Learning by Region Uncertainty Quantification Zhenyu Wang Yali Li Ye Guo Shengjin Wang NoLa 20 27 0 01 Nov 2021
Federated Semi-Supervised Learning with Class Distribution Mismatch Zhiguo Wang Xintong Wang Ruoyu Sun Tsung-Hui Chang FedML 39 12 0 29 Oct 2021
On Label Shift in Domain Adaptation via Wasserstein Distance Trung Le Dat Do Tuan Nguyen Huy Nguyen Hung Bui Nhat Ho Dinh Q. Phung 21 3 0 29 Oct 2021
Can't Fool Me: Adversarially Robust Transformer for Video Understanding D. Choudhary Palash Goyal Saurabh Sahu ViT 36 0 0 26 Oct 2021
DP-SSL: Towards Robust Semi-supervised Learning with A Few Labeled Samples Yi Xu Jiandong Ding Lu Zhang Shuigeng Zhou 43 32 0 26 Oct 2021
Contrastive Learning for Neural Topic Model Thong Nguyen Anh Tuan Luu 31 56 0 25 Oct 2021
A Prototype-Oriented Framework for Unsupervised Domain Adaptation Korawat Tanwisuth Xinjie Fan Huangjie Zheng Shujian Zhang A. Leon-Garcia Bo Chen Mingyuan Zhou 61 102 0 22 Oct 2021
Multimodal Semi-Supervised Learning for 3D Objects Zhimin Chen Longlong Jing Yang Liang Yingli Tian Bing Li 3DPC 18 28 0 22 Oct 2021
Robustness through Data Augmentation Loss Consistency Tianjian Huang Shaunak Halbe Chinnadhurai Sankar P. Amini Satwik Kottur A. Geramifard Meisam Razaviyayn Ahmad Beirami OOD 50 8 0 21 Oct 2021
ABC: Auxiliary Balanced Classifier for Class-imbalanced Semi-supervised Learning Hyuck Lee Seungjae Shin Heeyoung Kim CLL 24 90 0 20 Oct 2021
Test time Adaptation through Perturbation Robustness Prabhu Teja Sivaprasad Franccois Fleuret TTA OOD 19 30 0 19 Oct 2021
Inconsistency-aware Uncertainty Estimation for Semi-supervised Medical Image Segmentation Yinghuan Shi Jian Zhang T. Ling Jiwen Lu Yefeng Zheng Qian Yu Lei Qi Yang Gao UQCV 19 144 0 17 Oct 2021