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
Delving into Inter-Image Invariance for Unsupervised Visual Representations Jiahao Xie Xiaohang Zhan Ziwei Liu Yew-Soon Ong Chen Change Loy SSL VLM 21 58 0 26 Aug 2020
Transductive Information Maximization For Few-Shot Learning Malik Boudiaf Imtiaz Masud Ziko Jérôme Rony José Dolz Pablo Piantanida Ismail Ben Ayed VLM 20 77 0 25 Aug 2020
Learning to Learn in a Semi-Supervised Fashion Yun-Chun Chen Chao-Te Chou Y. Wang SSL 28 6 0 25 Aug 2020
A Systematic Survey of Regularization and Normalization in GANs Ziqiang Li Muhammad Usman Rentuo Tao Pengfei Xia Xintian Wu Huanhuan Chen Bin Li 31 50 0 19 Aug 2020
Virtual Adversarial Training in Feature Space to Improve Unsupervised Video Domain Adaptation Artjoms Gorpincenko Geoffrey French Michal Mackiewicz OOD 26 2 0 19 Aug 2020
A New Perspective on Stabilizing GANs training: Direct Adversarial Training Ziqiang Li Pengfei Xia Rentuo Tao Hongjing Niu Bin Li GAN 35 30 0 19 Aug 2020
Semi-supervised learning objectives as log-likelihoods in a generative model of data curation Stoil Ganev Laurence Aitchison 6 4 0 13 Aug 2020
Adversarial Knowledge Transfer from Unlabeled Data Akash Gupta Yikang Shen S. Paul Jianming Zhang Amit K. Roy-Chowdhury 21 0 0 13 Aug 2020
Self-Path: Self-supervision for Classification of Pathology Images with Limited Annotations Navid Alemi Koohbanani Balagopal Unnikrishnan S. Khurram Pavitra Krishnaswamy Nasir M. Rajpoot SSL 24 164 0 12 Aug 2020
Guided Collaborative Training for Pixel-wise Semi-Supervised Learning Zhanghan Ke Di Qiu Kaican Li Qiong Yan Rynson W. H. Lau 30 247 0 12 Aug 2020
Cosine-Distance Virtual Adversarial Training for Semi-Supervised Speaker-Discriminative Acoustic Embeddings Florian Kreyssig P. Woodland 21 5 0 09 Aug 2020
Recognition-Synthesis Based Non-Parallel Voice Conversion with Adversarial Learning Jing-Xuan Zhang Zhenhua Ling Lirong Dai 15 6 0 05 Aug 2020
Entropy Guided Adversarial Model for Weakly Supervised Object Localization Sabrina Narimene Benassou Wuzhen Shi Feng Jiang GAN AAML WSOL 28 5 0 04 Aug 2020
A Survey on Text Classification: From Shallow to Deep Learning Qian Li Hao Peng Jianxin Li Congyin Xia Renyu Yang Lichao Sun Philip S. Yu Lifang He VLM 28 329 0 02 Aug 2020
TEAM: We Need More Powerful Adversarial Examples for DNNs Yaguan Qian Xi-Ming Zhang Bin Wang Wei Li Zhaoquan Gu Haijiang Wang Wassim Swaileh AAML 33 0 0 31 Jul 2020
Reliable Label Bootstrapping for Semi-Supervised Learning Paul Albert Diego Ortego Eric Arazo Noel E. O'Connor Kevin McGuinness SSL 29 5 0 23 Jul 2020
Exploiting Temporal Coherence for Self-Supervised One-shot Video Re-identification Dripta S. Raychaudhuri Amit K. Roy-Chowdhury 25 11 0 21 Jul 2020
Regularizing Deep Networks with Semantic Data Augmentation Yulin Wang Gao Huang Shiji Song Xuran Pan Yitong Xia Cheng Wu 21 155 0 21 Jul 2020
Attract, Perturb, and Explore: Learning a Feature Alignment Network for Semi-supervised Domain Adaptation Taekyung Kim Changick Kim 37 136 0 18 Jul 2020
Improving Object Detection with Selective Self-supervised Self-training Yandong Li Di Huang Danfeng Qin Liqiang Wang Boqing Gong 20 65 0 17 Jul 2020
Provably Consistent Partial-Label Learning Lei Feng Jiaqi Lv Bo Han Miao Xu Gang Niu Xin Geng Bo An Masashi Sugiyama 33 141 0 17 Jul 2020
Distribution Aligning Refinery of Pseudo-label for Imbalanced Semi-supervised Learning Jaehyung Kim Youngbum Hur Sejun Park Eunho Yang Sung Ju Hwang Jinwoo Shin 19 160 0 17 Jul 2020
FeatMatch: Feature-Based Augmentation for Semi-Supervised Learning Chia-Wen Kuo Chih-Yao Ma Jia-Bin Huang Z. Kira 39 118 0 16 Jul 2020
Do Adversarially Robust ImageNet Models Transfer Better? Hadi Salman Andrew Ilyas Logan Engstrom Ashish Kapoor Aleksander Madry 37 419 0 16 Jul 2020
Negative Pseudo Labeling using Class Proportion for Semantic Segmentation in Pathology Hiroki Tokunaga Brian Kenji Iwana Y. Teramoto Akihiko Yoshizawa Ryoma Bise 20 18 0 16 Jul 2020
Label Propagation with Augmented Anchors: A Simple Semi-Supervised Learning baseline for Unsupervised Domain Adaptation Yabin Zhang Bin Deng Kui Jia Lei Zhang 14 68 0 15 Jul 2020
TCGM: An Information-Theoretic Framework for Semi-Supervised Multi-Modality Learning Xinwei Sun Yilun Xu Peng Cao Yuqing Kong Lingjing Hu Shan Zhang Yizhou Wang 19 21 0 14 Jul 2020
Adversarial Self-Supervised Learning for Semi-Supervised 3D Action Recognition Chenyang Si Xuecheng Nie Wei Wang Liang Wang Tieniu Tan Jiashi Feng SSL 37 64 0 12 Jul 2020
Improving Adversarial Robustness by Enforcing Local and Global Compactness Anh-Vu Bui Trung Le He Zhao Paul Montague O. deVel Tamas Abraham Dinh Q. Phung AAML 20 24 0 10 Jul 2020
Density Fixing: Simple yet Effective Regularization Method based on the Class Prior Masanari Kimura Ryohei Izawa 15 1 0 08 Jul 2020
Consistency Regularization with Generative Adversarial Networks for Semi-Supervised Learning Zexi Chen B. Ramachandra Ranga Raju Vatsavai GAN 38 1 0 08 Jul 2020
Learning while Respecting Privacy and Robustness to Distributional Uncertainties and Adversarial Data A. Sadeghi Gang Wang Meng Ma G. Giannakis OOD FedML 12 4 0 07 Jul 2020
Learning to Count in the Crowd from Limited Labeled Data Vishwanath A. Sindagi R. Yasarla Deepak Sam Babu R. Venkatesh Babu Vishal M. Patel 34 65 0 07 Jul 2020
Learning the Prediction Distribution for Semi-Supervised Learning with Normalising Flows Ivana Balazevic Carl Allen Timothy M. Hospedales 34 0 0 06 Jul 2020
Covariate Distribution Aware Meta-learning Amrith Rajagopal Setlur Saket Dingliwal Barnabás Póczós OOD BDL 37 0 0 06 Jul 2020
Meta-Semi: A Meta-learning Approach for Semi-supervised Learning Yulin Wang Jiayi Guo Shiji Song Gao Huang 24 26 0 05 Jul 2020
Decoder-free Robustness Disentanglement without (Additional) Supervision Yifei Wang Dan Peng Furui Liu Zhenguo Li Zhitang Chen Jiansheng Yang AAML 6 1 0 02 Jul 2020
Not All Unlabeled Data are Equal: Learning to Weight Data in Semi-supervised Learning Zhongzheng Ren Raymond A. Yeh Alex Schwing 46 95 0 02 Jul 2020
Semi-supervised Sequential Generative Models Michael Teng T. Le Adam Scibior Frank Wood BDL AI4TS 30 3 0 30 Jun 2020
Composed Fine-Tuning: Freezing Pre-Trained Denoising Autoencoders for Improved Generalization Sang Michael Xie Tengyu Ma Percy Liang 37 13 0 29 Jun 2020
Uncertainty-aware multi-view co-training for semi-supervised medical image segmentation and domain adaptation Yingda Xia Ke Wang Zhiding Yu Fengze Liu Jinzheng Cai Lequan Yu Zhuotun Zhu Daguang Xu Alan Yuille H. Roth OOD 8 210 0 28 Jun 2020
BOND: BERT-Assisted Open-Domain Named Entity Recognition with Distant Supervision Chen Liang Yue Yu Haoming Jiang Siawpeng Er Ruijia Wang T. Zhao Chao Zhang OffRL 24 234 0 28 Jun 2020
Uncovering the Connections Between Adversarial Transferability and Knowledge Transferability Kaizhao Liang Jacky Y. Zhang Wei Ping Zhuolin Yang Oluwasanmi Koyejo Yangqiu Song AAML 38 25 0 25 Jun 2020
Target Consistency for Domain Adaptation: when Robustness meets Transferability Yassine Ouali Victor Bouvier Myriam Tami C´eline Hudelot OOD 19 3 0 25 Jun 2020
Rethinking Distributional Matching Based Domain Adaptation Bo Li Yezhen Wang Tong Che Shanghang Zhang Sicheng Zhao Pengfei Xu Wei Zhou Yoshua Bengio Kurt Keutzer OOD 27 59 0 23 Jun 2020
Realistic Adversarial Data Augmentation for MR Image Segmentation Chen Chen C. Qin Huaqi Qiu Cheng Ouyang Shuo Wang Liang Chen G. Tarroni Wenjia Bai Daniel Rueckert GAN MedIm 31 83 0 23 Jun 2020
Semi-Supervised Learning for Fetal Brain MRI Quality Assessment with ROI consistency Junshen Xu S. Lala B. Gagoski Esra Abaci Turk P. E. Grant Polina Golland E. Adalsteinsson 17 26 0 23 Jun 2020
Federated Semi-Supervised Learning with Inter-Client Consistency & Disjoint Learning Wonyong Jeong Jaehong Yoon Eunho Yang Sung Ju Hwang FedML 22 217 0 22 Jun 2020
Exploiting Contextual Information with Deep Neural Networks Ismail Elezi 23 3 0 21 Jun 2020
Statistical and Algorithmic Insights for Semi-supervised Learning with Self-training Samet Oymak Talha Cihad Gulcu 27 20 0 19 Jun 2020