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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Imbalanced Semi-supervised Learning with Bias Adaptive Classifier Renzhen Wang Xixi Jia Quanziang Wang Yichen Wu Deyu Meng 25 16 0 28 Jul 2022
AADG: Automatic Augmentation for Domain Generalization on Retinal Image Segmentation Junyan Lyu Yiqi Zhang Yijin Huang Li Lin Pujin Cheng Xiaoying Tang MedIm 16 46 0 27 Jul 2022
Exploring the Design of Adaptation Protocols for Improved Generalization and Machine Learning Safety Puja Trivedi Danai Koutra Jayaraman J. Thiagarajan AAML 32 0 0 26 Jul 2022
Semi-Leak: Membership Inference Attacks Against Semi-supervised Learning Xinlei He Hongbin Liu Neil Zhenqiang Gong Yang Zhang AAML MIACV 25 14 0 25 Jul 2022
Semi-supervised Deep Multi-view Stereo Hongbin Xu Wei-Han Cheng Yang Liu Zhipeng Zhou Haihong Xiao Baigui Sun Xuansong Xie Wenxiong Kang 40 7 0 24 Jul 2022
Online Knowledge Distillation via Mutual Contrastive Learning for Visual Recognition Chuanguang Yang Zhulin An Helong Zhou Fuzhen Zhuang Yongjun Xu Qian Zhang 51 50 0 23 Jul 2022
Complementing Semi-Supervised Learning with Uncertainty Quantification Ehsan Kazemi 20 0 0 22 Jul 2022
A Transferable Recommender Approach for Selecting the Best Density Functional Approximations in Chemical Discovery Chenru Duan Aditya Nandy Ralf Meyer N. Arunachalam Heather J. Kulik 19 15 0 21 Jul 2022
Dual Adaptive Transformations for Weakly Supervised Point Cloud Segmentation Zhonghua Wu Yicheng Wu Guosheng Lin Jianfei Cai Chen Qian 3DPC 36 23 0 19 Jul 2022
Mind the Gap: Polishing Pseudo labels for Accurate Semi-supervised Object Detection Lei Zhang Yuxuan Sun Wei Wei 32 18 0 17 Jul 2022
Semi-Supervised Temporal Action Detection with Proposal-Free Masking Sauradip Nag Xiatian Zhu Yi-Zhe Song Tao Xiang 27 17 0 14 Jul 2022
Pseudo-Labeling Based Practical Semi-Supervised Meta-Training for Few-Shot Learning Xingping Dong Tianran Ouyang Shengcai Liao Bo Du Ling Shao 47 3 0 14 Jul 2022
Consistency is the key to further mitigating catastrophic forgetting in continual learning Prashant Shivaram Bhat Bahram Zonooz Elahe Arani CLL 34 16 0 11 Jul 2022
Domain Confused Contrastive Learning for Unsupervised Domain Adaptation Quanyu Long Tianze Luo Wenya Wang Sinno Jialin Pan 59 8 0 10 Jul 2022
Dual-Correction Adaptation Network for Noisy Knowledge Transfer Yunyun Wang Weiwen Zheng Songcan Chen 25 1 0 10 Jul 2022
Semi-supervised Object Detection via Virtual Category Learning Changrui Chen Kurt Debattista Jungong Han 19 9 0 07 Jul 2022
Harnessing Out-Of-Distribution Examples via Augmenting Content and Style Zhuo Huang Xiaobo Xia Li Shen Bo Han Biwei Huang Chen Gong Tongliang Liu OODD 38 46 0 07 Jul 2022
Semi-supervised Human Pose Estimation in Art-historical Images Matthias Springstein Stefanie Schneider C. Althaus Ralph Ewerth 3DH 28 14 0 06 Jul 2022
Dense Teacher: Dense Pseudo-Labels for Semi-supervised Object Detection Hongyu Zhou Zheng Ge Songtao Liu Weixin Mao Zeming Li Haiyan Yu Jian‐Yuan Sun 31 87 0 06 Jul 2022
Domain Adaptive Video Segmentation via Temporal Pseudo Supervision Yun Xing Dayan Guan Jiaxing Huang Shijian Lu VOS 20 19 0 06 Jul 2022
Towards Realistic Semi-Supervised Learning Mamshad Nayeem Rizve Navid Kardan M. Shah 54 45 0 05 Jul 2022
OpenLDN: Learning to Discover Novel Classes for Open-World Semi-Supervised Learning Mamshad Nayeem Rizve Navid Kardan Salman Khan Fahad Shahbaz Khan M. Shah 47 50 0 05 Jul 2022
ST-CoNAL: Consistency-Based Acquisition Criterion Using Temporal Self-Ensemble for Active Learning J. Baik In Young Yoon J. Choi 27 0 0 05 Jul 2022
A Survey on Label-efficient Deep Image Segmentation: Bridging the Gap between Weak Supervision and Dense Prediction Wei Shen Zelin Peng Xuehui Wang Huayu Wang Jiazhong Cen Dongsheng Jiang Lingxi Xie Xiaokang Yang Qi Tian VLM 24 77 0 04 Jul 2022
How Robust is Your Fairness? Evaluating and Sustaining Fairness under Unseen Distribution Shifts Haotao Wang Junyuan Hong Jiayu Zhou Zhangyang Wang OOD 65 11 0 04 Jul 2022
Aug-NeRF: Training Stronger Neural Radiance Fields with Triple-Level Physically-Grounded Augmentations Tianlong Chen Peihao Wang Zhiwen Fan Zhangyang Wang 41 55 0 04 Jul 2022
Semi-supervised Contrastive Outlier removal for Pseudo Expectation Maximization (SCOPE) Sumeet Menon David Chapman 13 0 0 28 Jun 2022
Adversarial Self-Attention for Language Understanding Hongqiu Wu Ruixue Ding Hai Zhao Pengjun Xie Fei Huang Min Zhang 27 11 0 25 Jun 2022
On making optimal transport robust to all outliers Kilian Fatras OT 24 0 0 23 Jun 2022
Few-Shot Non-Parametric Learning with Deep Latent Variable Model Zhiying Jiang Yi-Zhu Dai Ji Xin Ming Li Jimmy J. Lin 32 5 0 23 Jun 2022
Semantics-Depth-Symbiosis: Deeply Coupled Semi-Supervised Learning of Semantics and Depth Nitin Bansal Pan Ji Junsong Yuan Yi Tian Xu MDE 38 3 0 21 Jun 2022
A Multi-grained based Attention Network for Semi-supervised Sound Event Detection Ying Hu Xiujuan Zhu Yun Li Hao-Ming Huang Liang He 27 9 0 21 Jun 2022
Dual Representation Learning for Out-of-Distribution Detection Zhilin Zhao LongBing Cao 28 2 0 19 Jun 2022
Out-of-distribution Detection by Cross-class Vicinity Distribution of In-distribution Data Zhilin Zhao LongBing Cao Kun-Yu Lin OOD 26 2 0 19 Jun 2022
A Closer Look at Smoothness in Domain Adversarial Training Harsh Rangwani Sumukh K Aithal Mayank Mishra Arihant Jain R. Venkatesh Babu 40 119 0 16 Jun 2022
Towards Robust Ranker for Text Retrieval Yucheng Zhou Tao Shen Xiubo Geng Chongyang Tao Can Xu Guodong Long Binxing Jiao Daxin Jiang OOD 33 42 0 16 Jun 2022
PInKS: Preconditioned Commonsense Inference with Minimal Supervision Ehsan Qasemi Piyush Khanna Qiang Ning Muhao Chen ReLM LRM 35 8 0 16 Jun 2022
AuxMix: Semi-Supervised Learning with Unconstrained Unlabeled Data Amin Banitalebi-Dehkordi Pratik Gujjar Yong Zhang SSL 28 8 0 14 Jun 2022
Label Matching Semi-Supervised Object Detection Binbin Chen Weijie Chen Shicai Yang Yunyi Xuan Mingli Song Di Xie Shiliang Pu Mingli Song Yueting Zhuang 35 74 0 14 Jun 2022
EnergyMatch: Energy-based Pseudo-Labeling for Semi-Supervised Learning Zhuliang Yu Yin Li Yong Jae Lee 14 0 0 13 Jun 2022
An Efficient Method for Sample Adversarial Perturbations against Nonlinear Support Vector Machines Wen Su Qingna Li AAML 19 0 0 12 Jun 2022
Masked Autoencoders are Robust Data Augmentors Haohang Xu Shuangrui Ding Xiaopeng Zhang H. Xiong 40 27 0 10 Jun 2022
Benefits of Overparameterized Convolutional Residual Networks: Function Approximation under Smoothness Constraint Hao Liu Minshuo Chen Siawpeng Er Wenjing Liao Tong Zhang Tuo Zhao 49 12 0 09 Jun 2022
Collaborative Intelligence Orchestration: Inconsistency-Based Fusion of Semi-Supervised Learning and Active Learning Jiannan Guo Yangyang Kang Yu Duan Xiaozhong Liu Siliang Tang Wenqiao Zhang Kun Kuang Changlong Sun Fei Wu 35 4 0 07 Jun 2022
OCHADAI at SemEval-2022 Task 2: Adversarial Training for Multilingual Idiomaticity Detection L. Pereira Ichiro Kobayashi 4 1 0 07 Jun 2022
Virtual Homogeneity Learning: Defending against Data Heterogeneity in Federated Learning Zhenheng Tang Yonggang Zhang Shaoshuai Shi Xinfu He Bo Han Xiaowen Chu FedML 38 73 0 06 Jun 2022
Adversarial Unlearning: Reducing Confidence Along Adversarial Directions Amrith Rajagopal Setlur Benjamin Eysenbach Virginia Smith Sergey Levine 19 18 0 03 Jun 2022
Learning Unbiased Transferability for Domain Adaptation by Uncertainty Modeling Jian Hu Haowen Zhong Junchi Yan S. Gong Guile Wu Fei Yang 25 11 0 02 Jun 2022
MaxStyle: Adversarial Style Composition for Robust Medical Image Segmentation Chong Chen Zeju Li Cheng Ouyang Matthew Sinclair Wenjia Bai Daniel Rueckert OOD 34 30 0 02 Jun 2022
MORE: A Metric Learning Based Framework for Open-domain Relation Extraction Yutong Wang Renze Lou Kai Zhang Mao Yan Chen Yujiu Yang 14 8 0 01 Jun 2022