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
FPMT: Enhanced Semi-Supervised Model for Traffic Incident Detection Xinying Lu Jianli Xiao 29 0 0 12 Sep 2024
A Unified Contrastive Loss for Self-Training Aurélien Gauffre Julien Horvat Massih-Reza Amini SSL 36 0 0 11 Sep 2024
Semi-Supervised 3D Object Detection with Channel Augmentation using Transformation Equivariance Minju Kang Taehun Kong Tae-Kyun Kim 3DPC 33 0 0 10 Sep 2024
ReL-SAR: Representation Learning for Skeleton Action Recognition with Convolutional Transformers and BYOL Safwen Naimi W. Bouachir Guillaume-Alexandre Bilodeau ViT 36 3 0 09 Sep 2024
Recent Advances in Attack and Defense Approaches of Large Language Models Jing Cui Yishi Xu Zhewei Huang Shuchang Zhou Jianbin Jiao Junge Zhang PILM AAML 60 1 0 05 Sep 2024
Learning Privacy-Preserving Student Networks via Discriminative-Generative Distillation Shiming Ge Bochao Liu Pengju Wang Yong Li Dan Zeng FedML 44 9 0 04 Sep 2024
Domain-Guided Weight Modulation for Semi-Supervised Domain Generalization Chamuditha Jayanaga Galappaththige Zachary Izzo Xilin He Honglu Zhou Muhammad Haris Khan 37 3 0 04 Sep 2024
Poor-Supervised Evaluation for SuperLLM via Mutual Consistency Peiwen Yuan Shaoxiong Feng Yiwei Li Xinglin Wang Boyuan Pan Heda Wang Yao Hu Kan Li 33 1 0 25 Aug 2024
Class-aware and Augmentation-free Contrastive Learning from Label Proportion Jialiang Wang Ning Zhang Shimin Di Ruidong Wang Lei Chen 21 0 0 13 Aug 2024
A Review of Pseudo-Labeling for Computer Vision Patrick Kage Jay C. Rothenberger Pavlos Andreadis Dimitrios I. Diochnos VLM 50 3 0 13 Aug 2024
Image-Feature Weak-to-Strong Consistency: An Enhanced Paradigm for Semi-Supervised Learning Zhiyu Wu Jinshi Cui 35 0 0 08 Aug 2024
Weakly Contrastive Learning via Batch Instance Discrimination and Feature Clustering for Small Sample SAR ATR Yikui Zhai Wenlve Zhou Bing Sun Jingwen Li Qirui Ke ... Junying Gan Chaoyun Mai R. D. Labati Vincenzo Piuri F. Scotti 35 19 0 07 Aug 2024
Safe Semi-Supervised Contrastive Learning Using In-Distribution Data as Positive Examples Mingu Kwak Hyungu Kahng Seoung Bum Kim 37 0 0 03 Aug 2024
Adaptive Mix for Semi-Supervised Medical Image Segmentation Zhiqiang Shen Peng Cao Junming Su Jinzhu Yang Osmar R. Zaiane 51 0 0 31 Jul 2024
Semi-Supervised Teacher-Reference-Student Architecture for Action Quality Assessment Wu Yun Mengshi Qi Fei Peng Huadong Ma 46 1 0 29 Jul 2024
SepsisLab: Early Sepsis Prediction with Uncertainty Quantification and Active Sensing Changchang Yin Ruoqi Liu Bingsheng Yao Dongdong Zhang Jeffrey Caterino Ping Zhang 29 42 0 24 Jul 2024
Physics-Informed Weakly Supervised Learning for Interatomic Potentials Makoto Takamoto Viktor Zaverkin Mathias Niepert AI4CE 68 0 0 23 Jul 2024
On Diversity in Discriminative Neural Networks Brahim Oubaha Claude Berrou Xueyao Ji Yehya Nasser R. L. Bidan 37 0 0 17 Jul 2024
LTRL: Boosting Long-tail Recognition via Reflective Learning QiHao Zhao Yalun Dai Shen Lin Wei Hu Fan Zhang Jun Liu 51 1 0 17 Jul 2024
GRAPE: Generalizable and Robust Multi-view Facial Capture Jing Li Di Kang Zhenyu He CVBM 3DH 27 0 0 14 Jul 2024
15M Multimodal Facial Image-Text Dataset Dawei Dai Yutang Li Yingge Liu Mingming Jia Zhang YuanHui Guoyin Wang VLM 31 7 0 11 Jul 2024
Towards Adaptive Pseudo-label Learning for Semi-Supervised Temporal Action Localization Feixiang Zhou Bryan M. Williams Hossein Rahmani 42 1 0 10 Jul 2024
Learning Label Refinement and Threshold Adjustment for Imbalanced Semi-Supervised Learning Zeju Li Ying-Qiu Zheng Chen Chen Saâd Jbabdi 48 0 0 07 Jul 2024
MS2SL: Multimodal Spoken Data-Driven Continuous Sign Language Production Jian Ma Wenguan Wang Yi Yang Feng Zheng 45 1 0 04 Jul 2024
SOOD++: Leveraging Unlabeled Data to Boost Oriented Object Detection Dingkang Liang Wei Hua Chunsheng Shi Zhikang Zou Xiaoqing Ye Xiang Bai 47 2 0 01 Jul 2024
HUWSOD: Holistic Self-training for Unified Weakly Supervised Object Detection Liujuan Cao Jianghang Lin Zebo Hong Yunhang Shen Shaohui Lin Chao Chen Rongrong Ji 37 0 0 27 Jun 2024
Unsupervised Latent Stain Adaptation for Computational Pathology Daniel Reisenbuchler Lucas Luttner N. Schaadt Friedrich Feuerhake Dorit Merhof OOD 21 1 0 27 Jun 2024
Robust Reinforcement Learning from Corrupted Human Feedback Alexander Bukharin Ilgee Hong Haoming Jiang Zichong Li Qingru Zhang Zixuan Zhang Tuo Zhao 41 6 0 21 Jun 2024
LayerMatch: Do Pseudo-labels Benefit All Layers? Chaoqi Liang Guanglei Yang Lifeng Qiao Zitong Huang Hongliang Yan Yunchao Wei W. Zuo 49 0 0 20 Jun 2024
Boosting Consistency in Dual Training for Long-Tailed Semi-Supervised Learning Kai Gan Tong Wei Min-Ling Zhang 48 1 0 19 Jun 2024
DLP: towards active defense against backdoor attacks with decoupled learning process Zonghao Ying Bin Wu AAML 46 6 0 18 Jun 2024
Semi-Supervised Domain Adaptation Using Target-Oriented Domain Augmentation for 3D Object Detection Yecheol Kim Junho Lee Changsoo Park Hyoung-Won Kim Inho Lim Christopher Chang Jun Won Choi 3DPC 28 1 0 17 Jun 2024
Enhancing Domain Adaptation through Prompt Gradient Alignment Hoang Phan Lam C. Tran Quyen Tran Trung Le 52 0 0 13 Jun 2024
Unveiling the Dynamics of Information Interplay in Supervised Learning Kun Song Zhiquan Tan Bochao Zou Huimin Ma Weiran Huang 40 2 0 06 Jun 2024
Complex Style Image Transformations for Domain Generalization in Medical Images Nikolaos Spanos Anastasios Arsenos P. Theofilou Paraskevi Tzouveli Athanasios Voulodimos Stefanos D. Kollias OOD MedIm 35 0 0 01 Jun 2024
Revisiting and Maximizing Temporal Knowledge in Semi-supervised Semantic Segmentation Wooseok Shin Hyun Joon Park Jin Sob Kim Sung Won Han VLM 46 7 0 31 May 2024
Estimating before Debiasing: A Bayesian Approach to Detaching Prior Bias in Federated Semi-Supervised Learning Guogang Zhu Xuefeng Liu Xinghao Wu Shaojie Tang Chao Tang Jianwei Niu Hao Su FedML 55 1 0 30 May 2024
Salutary Labeling with Zero Human Annotation Wenxiao Xiao Hongfu Liu 27 0 0 27 May 2024
Diverse Teacher-Students for Deep Safe Semi-Supervised Learning under Class Mismatch Qikai Wang Rundong He Yongshun Gong Chunxiao Ren Hao Sun Xiaoshui Huang Yilong Yin 34 0 0 25 May 2024
Wearable-based behaviour interpolation for semi-supervised human activity recognition Haoran Duan Shidong Wang Varun Ojha Shizheng Wang Yawen Huang Yang Long R. Ranjan Yefeng Zheng HAI 37 4 0 24 May 2024
Learning from True-False Labels via Multi-modal Prompt Retrieving Zhongnian Li Jinghao Xu Peng Ying Meng Wei Tongfeng Sun Xinzheng Xu 35 0 0 24 May 2024
Robust Semi-supervised Learning by Wisely Leveraging Open-set Data Yang Yang Nan Jiang Yi Tian Xu De-Chuan Zhan 36 17 0 11 May 2024
MaskMatch: Boosting Semi-Supervised Learning Through Mask Autoencoder-Driven Feature Learning Wenjin Zhang Keyi Li Sen Yang Chenyang Gao Wanzhao Yang Sifan Yuan I. Marsic 41 1 0 10 May 2024
Hypergraph-enhanced Dual Semi-supervised Graph Classification Wei Ju Zhengyan Mao Siyu Yi Yifang Qin Yiyang Gu Zhiping Xiao Yifan Wang Xiao Luo Ming Zhang 41 8 0 08 May 2024
Reinforcement Learning-Guided Semi-Supervised Learning Marzi Heidari Hanping Zhang Yuhong Guo OffRL 41 0 0 02 May 2024
ASAM: Boosting Segment Anything Model with Adversarial Tuning Bo Li Haoke Xiao Lv Tang 38 9 0 01 May 2024
Learning Discriminative Spatio-temporal Representations for Semi-supervised Action Recognition Yu Wang Sanpin Zhou Kun Xia Le Wang 42 0 0 25 Apr 2024
Visual Delta Generator with Large Multi-modal Models for Semi-supervised Composed Image Retrieval Young Kyun Jang Donghyun Kim Zihang Meng Dat Huynh Ser-Nam Lim 43 11 0 23 Apr 2024
C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Change Detection Method Based on Consistency Regularization in High-Resolution Remote Sensing Images Chengxi Han Chen Wu Meiqi Hu Jiepan Li Hongruixuan Chen 55 19 0 22 Apr 2024
VCC-INFUSE: Towards Accurate and Efficient Selection of Unlabeled Examples in Semi-supervised Learning Shijie Fang Qianhan Feng Tong Lin 31 0 0 18 Apr 2024