Regularization With Stochastic Transformations and Perturbations for Deep Semi-Supervised Learning

14 June 2016

Papers citing "Regularization With Stochastic Transformations and Perturbations for Deep Semi-Supervised Learning"

50 / 580 papers shown

Title
Unlearning-Enhanced Website Fingerprinting Attack: Against Backdoor Poisoning in Anonymous Networks Yali Yuan Kai Xu Ruolin Ma Yuchen Zhang AAML 20 0 0 16 Jun 2025
MultiMatch: Multihead Consistency Regularization Matching for Semi-Supervised Text Classification Iustin Sîrbu Robert-Adrian Popovici Cornelia Caragea Stefan Trausan-Matu Traian Rebedea 16 0 0 09 Jun 2025
SST: Self-training with Self-adaptive Thresholding for Semi-supervised Learning Shuai Zhao Heyan Huang Xinge Li Xiaokang Chen Rui Wang 30 0 0 31 May 2025
Diversify and Conquer: Open-set Disagreement for Robust Semi-supervised Learning with Outliers Heejo Kong Sung-Jin Kim Gunho Jung Seong-Whan Lee 32 0 0 30 May 2025
Beyond Entropy: Region Confidence Proxy for Wild Test-Time Adaptation Zixuan Hu Yichun Hu Xiaotong Li Shixiang Tang Ling-yu Duan 28 0 0 27 May 2025
Feedback-Driven Pseudo-Label Reliability Assessment: Redefining Thresholding for Semi-Supervised Semantic Segmentation Negin Ghamsarian Sahar Nasirihaghighi Klaus Schoeffmann Raphael Sznitman 77 0 0 12 May 2025
SIT-FER: Integration of Semantic-, Instance-, Text-level Information for Semi-supervised Facial Expression Recognition Sixian Ding Xu Jiang Zhongjing Du Jiaqi Cui Xinyi Zeng Yan Wang 78 0 0 24 Mar 2025
TwinTURBO: Semi-Supervised Fine-Tuning of Foundation Models via Mutual Information Decompositions for Downstream Task and Latent Spaces Guillaume Quétant Pavlo Molchanov Svyatoslav Voloshynovskiy 115 0 0 10 Mar 2025
STiL: Semi-supervised Tabular-Image Learning for Comprehensive Task-Relevant Information Exploration in Multimodal Classification Siyi Du Xinzhe Luo D. O’Regan Chen Qin 121 0 0 08 Mar 2025
CGMatch: A Different Perspective of Semi-supervised Learning Bo Cheng Jueqing Lu Yuan Tian Haifeng Zhao Yi-Ju Chang Lan Du 75 0 0 04 Mar 2025
Adaptive Camera Sensor for Vision Models Eunsu Baek Sunghwan Han Taesik Gong Hyung-Sin Kim VLM Presented at ResearchTrend Connect \| VLM on 28 Mar 2025 218 0 0 04 Mar 2025
Semi-Supervised 360 Layout Estimation with Panoramic Collaborative Perturbations Junsong Zhang Chunyu Lin Zhijie Shen Lang Nie K. Liao Yao Zhao 85 0 0 03 Mar 2025
Re-Evaluating the Impact of Unseen-Class Unlabeled Data on Semi-Supervised Learning Model Rundong He Yicong Dong Lanzhe Guo Yilong Yin Tailin Wu 63 0 0 02 Mar 2025
CRTrack: Low-Light Semi-Supervised Multi-object Tracking Based on Consistency Regularization Zijing Zhao Jianlong Yu Lin Zhang Shunli Zhang 74 0 0 24 Feb 2025
Transfer Learning with Pre-trained Conditional Generative Models Shin'ya Yamaguchi Sekitoshi Kanai Atsutoshi Kumagai Daiki Chijiwa H. Kashima VLM CLL BDL DiffM 256 5 0 21 Feb 2025
CR-CTC: Consistency regularization on CTC for improved speech recognition Zengwei Yao Wei Kang Xiaoyu Yang Fangjun Kuang Liyong Guo Han Zhu Zengrui Jin Zhaoqing Li Long Lin Daniel Povey 130 4 0 17 Feb 2025
TCProF: Time-Complexity Prediction SSL Framework Joonghyuk Hahn Hyeseon Ahn Jungin Kim Soohan Lim Yo-Sub Han 107 0 0 10 Feb 2025
CAD: Confidence-Aware Adaptive Displacement for Semi-Supervised Medical Image Segmentation Wenbo Xiao Zhihao Xu Guiping Liang Yangjun Deng Yi Xiao 227 0 0 01 Feb 2025
Improving Generated and Retrieved Knowledge Combination Through Zero-shot Generation Xinkai Du Quanjie Han Chao Lv Yi Liu Yalin Sun Hao Shu Hongbo Shan Maosong Sun RALM 139 2 0 25 Dec 2024
Cross-View Consistency Regularisation for Knowledge Distillation W. Zhang Dongnan Liu Weidong Cai Chao Ma 164 2 0 21 Dec 2024
Semi-Supervised Transfer Boosting (SS-TrBoosting) Lingfei Deng Changming Zhao Zhenbang Du Kun Xia Dongrui Wu TPM 152 2 0 04 Dec 2024
Lightweight Contenders: Navigating Semi-Supervised Text Mining through Peer Collaboration and Self Transcendence Qianren Mao Weifeng Jiang Qingbin Liu Chenghua Lin Qian Li Xianqing Wen Jianxin Li Jinhu Lu 108 0 0 01 Dec 2024
Boosting Semi-Supervised Scene Text Recognition via Viewing and Summarizing Yadong Qu Yuxin Wang Bangbang Zhou Zihan Wang Hongtao Xie Yongdong Zhang 124 0 0 23 Nov 2024
Judge Like a Real Doctor: Dual Teacher Sample Consistency Framework for Semi-supervised Medical Image Classification Zhang Qixiang Yang Yuxiang Zu Chen Zhang Jianjia Wu Xi Zhou Jiliu Wang Yan 111 0 0 05 Nov 2024
SPACE: SPAtial-aware Consistency rEgularization for anomaly detection in Industrial applications Daehwan Kim Hyungmin Kim Daun Jeong Sungho Suh Hansang Cho 109 0 0 05 Nov 2024
Shape Transformation Driven by Active Contour for Class-Imbalanced Semi-Supervised Medical Image Segmentation Yuliang Gu Yepeng Liu Zhichao Sun Jinchi Zhu Yongchao Xu L. Najman MedIm 72 1 0 18 Oct 2024
Towards Understanding Why FixMatch Generalizes Better Than Supervised Learning Jingyang Li Jiachun Pan Vincent Y. F. Tan Kim-Chuan Toh Pan Zhou AAML MLT 160 0 0 15 Oct 2024
C^2DA: Contrastive and Context-aware Domain Adaptive Semantic Segmentation Md. Al-Masrur Khan Zheng Chen Lantao Liu 63 0 0 10 Oct 2024
Flipped Classroom: Aligning Teacher Attention with Student in Generalized Category Discovery Haonan Lin Wenbin An Jiahao Wang Yan Chen Feng Tian Mengmeng Wang Guang Dai Qianying Wang Jingdong Wang 105 2 0 29 Sep 2024
SCOMatch: Alleviating Overtrusting in Open-set Semi-supervised Learning Zerun Wang Liuyu Xiang Lang Huang Jiafeng Mao Ling Xiao Toshihiko Yamasaki 77 2 0 26 Sep 2024
Layer-wise Model Merging for Unsupervised Domain Adaptation in Segmentation Tasks Roberto Alcover-Couso Juan C. Sanmiguel Marcos Escudero-Viñolo Jose M. Martínez FedML MoMe 64 1 0 24 Sep 2024
Revisiting Semi-supervised Adversarial Robustness via Noise-aware Online Robust Distillation Tsung-Han Wu Hung-Ting Su Shang-Tse Chen Winston H. Hsu 90 1 0 19 Sep 2024
Enhancing Semi-Supervised Learning via Representative and Diverse Sample Selection Qian Shao Jiangrui Kang Qiyuan Chen Zepeng Li Hongxia Xu Yiwen Cao Jiajuan Liang Jian Wu 66 1 0 18 Sep 2024
Semi-Supervised 3D Object Detection with Channel Augmentation using Transformation Equivariance Minju Kang Taehun Kong Tae-Kyun Kim 3DPC 60 0 0 10 Sep 2024
Domain-Guided Weight Modulation for Semi-Supervised Domain Generalization Chamuditha Jayanaga Galappaththige Zachary Izzo Xilin He Honglu Zhou Muhammad Haris Khan 90 3 0 04 Sep 2024
Towards Modality-agnostic Label-efficient Segmentation with Entropy-Regularized Distribution Alignment Liyao Tang Zhe Chen Shanshan Zhao Chaoyue Wang Dacheng Tao 107 0 0 29 Aug 2024
Semi-Supervised Variational Adversarial Active Learning via Learning to Rank and Agreement-Based Pseudo Labeling Zongyao Lyu William J. Beksi DRL 42 0 0 23 Aug 2024
Image-Feature Weak-to-Strong Consistency: An Enhanced Paradigm for Semi-Supervised Learning Zhiyu Wu Jinshi Cui 99 0 0 08 Aug 2024
Safe Semi-Supervised Contrastive Learning Using In-Distribution Data as Positive Examples Mingu Kwak Hyungu Kahng Seoung Bum Kim 76 0 0 03 Aug 2024
Is user feedback always informative? Retrieval Latent Defending for Semi-Supervised Domain Adaptation without Source Data Junha Song Tae Soo Kim Junha Kim Gunhee Nam Thijs Kooi Jaegul Choo 108 1 0 22 Jul 2024
DisenSemi: Semi-supervised Graph Classification via Disentangled Representation Learning Yifan Wang Xiao Luo Chong Chen Xian-Sheng Hua Ming Zhang Wei Ju 83 24 0 19 Jul 2024
Training-Free Model Merging for Multi-target Domain Adaptation Wenyi Li Huan-ang Gao Mingju Gao Beiwen Tian Rong Zhi Hao Zhao MoMe 94 8 0 18 Jul 2024
Unsupervised Domain Adaptive Lane Detection via Contextual Contrast and Aggregation Kunyang Zhou Yunjian Feng Jun Li 94 1 0 18 Jul 2024
Weighting Pseudo-Labels via High-Activation Feature Index Similarity and Object Detection for Semi-Supervised Segmentation Prantik Howlader Hieu M. Le Dimitris Samaras 97 1 0 17 Jul 2024
LTRL: Boosting Long-tail Recognition via Reflective Learning QiHao Zhao Yalun Dai Shen Lin Wei Hu Fan Zhang Jun Liu 100 1 0 17 Jul 2024
Semi-Supervised Object Detection: A Survey on Progress from CNN to Transformer Tahira Shehzadi Ifza Didier Stricker Muhammad Zeshan Afzal ViT 103 0 0 11 Jul 2024
Beyond Pixels: Semi-Supervised Semantic Segmentation with a Multi-scale Patch-based Multi-Label Classifier Prantik Howlader Srijan Das Hieu M. Le Dimitris Samaras 111 6 0 04 Jul 2024
MS2SL: Multimodal Spoken Data-Driven Continuous Sign Language Production Jian Ma Wenguan Wang Yi Yang Feng Zheng 115 1 0 04 Jul 2024
Self Adaptive Threshold Pseudo-labeling and Unreliable Sample Contrastive Loss for Semi-supervised Image Classification Xuerong Zhang Li Huang Jing Lv Ming Yang 62 1 0 04 Jul 2024
Pseudo-Labeling by Multi-Policy Viewfinder Network for Image Cropping Zhiyu Pan Kewei Wang Yizheng Wu Liwen Xiao Jiahao Cui Zhicheng Wang Zhiguo Cao 51 0 0 02 Jul 2024