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
AstMatch: Adversarial Self-training Consistency Framework for Semi-Supervised Medical Image Segmentation Guanghao Zhu Jing Zhang Juanxiu Liu Xiaohui Du Ruqian Hao Yong Liu Lin Liu 62 0 0 28 Jun 2024
Depth-Guided Semi-Supervised Instance Segmentation Xin Chen Jie Hu Xiawu Zheng Jianghang Lin Liujuan Cao Rongrong Ji ISeg 3DV 77 1 0 25 Jun 2024
AllMatch: Exploiting All Unlabeled Data for Semi-Supervised Learning Zhiyu Wu Jinshi Cui 114 2 0 22 Jun 2024
Co-training for Low Resource Scientific Natural Language Inference Mobashir Sadat Cornelia Caragea 52 0 0 20 Jun 2024
LayerMatch: Do Pseudo-labels Benefit All Layers? Chaoqi Liang Guanglei Yang Lifeng Qiao Zitong Huang Hongliang Yan Yunchao Wei W. Zuo 84 0 0 20 Jun 2024
Improving Visual Commonsense in Language Models via Multiple Image Generation Guy Yariv Idan Schwartz Yossi Adi Sagie Benaim VLM LRM 48 0 0 19 Jun 2024
DLP: towards active defense against backdoor attacks with decoupled learning process Zonghao Ying Bin Wu AAML 116 10 0 18 Jun 2024
Diffusion-Refined VQA Annotations for Semi-Supervised Gaze Following Qiaomu Miao Alexandros Graikos Jingwei Zhang Sounak Mondal Minh Hoai Dimitris Samaras 149 0 0 04 Jun 2024
Revisiting and Maximizing Temporal Knowledge in Semi-supervised Semantic Segmentation Wooseok Shin Hyun Joon Park Jin Sob Kim Sung Won Han VLM 96 8 0 31 May 2024
Generalized Semi-Supervised Learning via Self-Supervised Feature Adaptation Jiachen Liang Ruibing Hou Hong Chang Bingpeng Ma Shiguang Shan Xilin Chen 78 4 0 31 May 2024
Hardness-Aware Scene Synthesis for Semi-Supervised 3D Object Detection Shuai Zeng Wenzhao Zheng Jiwen Lu Haibin Yan 3DPC 99 1 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 48 0 0 25 May 2024
Learning from True-False Labels via Multi-modal Prompt Retrieving Zhongnian Li Jinghao Xu Peng Ying Meng Wei Tongfeng Sun 75 0 0 24 May 2024
Data Augmentation for Text-based Person Retrieval Using Large Language Models Zheng Li Lijia Si Caili Guo Yang Yang Qiushi Cao 76 4 0 20 May 2024
Erasing the Bias: Fine-Tuning Foundation Models for Semi-Supervised Learning Kai Gan Tong Wei 83 15 0 20 May 2024
Semi-supervised 2D Human Pose Estimation via Adaptive Keypoint Masking Kexin Meng Ruirui Li Daguang Jiang 3DH 70 0 0 23 Apr 2024
EPL: Evidential Prototype Learning for Semi-supervised Medical Image Segmentation Yuanpeng He EDL 120 2 0 09 Apr 2024
Rethinking Self-training for Semi-supervised Landmark Detection: A Selection-free Approach Haibo Jin Haoxuan Che Hao Chen 86 0 0 06 Apr 2024
Language-Guided Instance-Aware Domain-Adaptive Panoptic Segmentation Elham Amin Mansour Ozan Unal Suman Saha Benjamin Bejar Luc Van Gool 79 1 0 04 Apr 2024
A Channel-ensemble Approach: Unbiased and Low-variance Pseudo-labels is Critical for Semi-supervised Classification Jiaqi Wu Junbiao Pang Baochang Zhang Qingming Huang 60 2 0 27 Mar 2024
Do not trust what you trust: Miscalibration in Semi-supervised Learning Shambhavi Mishra Balamurali Murugesan Ismail Ben Ayed M. Pedersoli Jose Dolz 70 2 0 22 Mar 2024
Temporally Consistent Koopman Autoencoders for Forecasting Dynamical Systems I. Nayak Ananda Chakrabarty Mrinal Kumar Fernando L. Teixeira Debdipta Goswami 100 5 0 19 Mar 2024
Exploring Facial Expression Recognition through Semi-Supervised Pretraining and Temporal Modeling Jun-chen Yu Zhihong Wei Zhongpeng Cai Gongpeng Zhao Zerui Zhang Yongqi Wang Guochen Xie Jichao Zhu Wangyuan Zhu CVBM 70 11 0 18 Mar 2024
Entropy is not Enough for Test-Time Adaptation: From the Perspective of Disentangled Factors Jonghyun Lee Dahuin Jung Saehyung Lee Junsung Park Juhyeon Shin Uiwon Hwang Sungroh Yoon TTA AAML 64 42 0 12 Mar 2024
Towards the Uncharted: Density-Descending Feature Perturbation for Semi-supervised Semantic Segmentation Xiaoyang Wang H. Bai Limin Yu Yao-Min Zhao Jimin Xiao AAML 98 8 0 11 Mar 2024
Dual Mean-Teacher: An Unbiased Semi-Supervised Framework for Audio-Visual Source Localization Yuxin Guo Shijie Ma Hu Su Zhiqing Wang Yuhao Zhao Wei Zou Siyang Sun Yun Zheng SSL 82 12 0 05 Mar 2024
SA-MixNet: Structure-aware Mixup and Invariance Learning for Scribble-supervised Road Extraction in Remote Sensing Images Jie Feng Hao Huang Junpeng Zhang Weisheng Dong Dingwen Zhang Licheng Jiao 93 2 0 03 Mar 2024
FedAnchor: Enhancing Federated Semi-Supervised Learning with Label Contrastive Loss for Unlabeled Clients Xinchi Qiu Yan Gao Lorenzo Sani Heng Pan Wanru Zhao Pedro Gusmão Mina Alibeigi Alexandru Iacob Nicholas D. Lane FedML 64 3 0 15 Feb 2024
Improving Non-autoregressive Machine Translation with Error Exposure and Consistency Regularization Xinran Chen Sufeng Duan Gongshen Liu 68 0 0 15 Feb 2024
Classifying Nodes in Graphs without GNNs Daniel Winter Niv Cohen Yedid Hoshen 233 2 0 08 Feb 2024
AdaEmbed: Semi-supervised Domain Adaptation in the Embedding Space A. Mottaghi Mohammad Abdullah Jamal Serena Yeung Omid Mohareri 74 1 0 23 Jan 2024
Consistency Based Unsupervised Self-training For ASR Personalisation Jisi Zhang Vandana Rajan Haaris Mehmood David Tuckey Pablo Peso Parada Md. Asif Jalal Karthikeyan P. Saravanan Gil Ho Lee Jungin Lee Seokyeong Jung 40 0 0 22 Jan 2024
Robust Semi-Supervised Learning for Self-learning Open-World Classes Wenjuan Xi Xin Song Weili Guo Yang Yang 81 13 0 15 Jan 2024
Uncertainty-aware Sampling for Long-tailed Semi-supervised Learning Kuo Yang Duo Li Menghan Hu Guangtao Zhai Xiaokang Yang Xiao-Ping Zhang 59 0 0 09 Jan 2024
Investigating Semi-Supervised Learning Algorithms in Text Datasets Himmet Toprak Kesgin M. Amasyalı 36 0 0 03 Jan 2024
FlexSSL : A Generic and Efficient Framework for Semi-Supervised Learning Huiling Qin Xianyuan Zhan Yuanxun Li Yu Zheng 62 0 0 28 Dec 2023
Semi-supervised Active Learning for Video Action Detection Aayush Singh A. J. Rana Akash Kumar Shruti Vyas Yogesh S Rawat 100 9 0 12 Dec 2023
CLASS-M: Adaptive stain separation-based contrastive learning with pseudo-labeling for histopathological image classification Bodong Zhang Hamid Manoochehri M. M. Ho Fahimeh Fooladgar Yosep Chong Beatrice Knudsen Deepika Sirohi Tolga Tasdizen 105 5 0 12 Dec 2023
Diffusion-SS3D: Diffusion Model for Semi-supervised 3D Object Detection Cheng-Ju Ho Chen-Hsuan Tai Yen-Yu Lin Ming-Hsuan Yang Yi-Hsuan Tsai DiffM 125 11 0 05 Dec 2023
An Empirical Study of Automated Mislabel Detection in Real World Vision Datasets Maya Srikanth Jeremy Irvin Brian Wesley Hill Felipe Godoy Ishan Sabane Andrew Y. Ng 91 2 0 02 Dec 2023
Semi-supervised Semantic Segmentation via Boosting Uncertainty on Unlabeled Data Daoan Zhang Yunhao Luo Jiang Zhang UQCV 92 0 0 30 Nov 2023
A Graph-Theoretic Framework for Understanding Open-World Semi-Supervised Learning Yiyou Sun Zhenmei Shi Yixuan Li OffRL 85 24 0 06 Nov 2023
Modeling the Uncertainty with Maximum Discrepant Students for Semi-supervised 2D Pose Estimation Jiaqi Wu Junbiao Pang Qingming Huang 23 0 0 03 Nov 2023
Towards Few-Annotation Learning for Object Detection: Are Transformer-based Models More Efficient ? Quentin Bouniot Angélique Loesch Romaric Audigier Amaury Habrard ViT 59 2 0 30 Oct 2023
Switching Temporary Teachers for Semi-Supervised Semantic Segmentation Jaemin Na Jung-Woo Ha HyungJin Chang Dongyoon Han Wonjun Hwang 93 33 0 28 Oct 2023
DualMatch: Robust Semi-Supervised Learning with Dual-Level Interaction Cong Wang Xiaofeng Cao Lanzhe Guo Zenglin Shi 72 2 0 25 Oct 2023
SequenceMatch: Revisiting the design of weak-strong augmentations for Semi-supervised learning Khanh-Binh Nguyen 111 4 0 24 Oct 2023
CrisisMatch: Semi-Supervised Few-Shot Learning for Fine-Grained Disaster Tweet Classification Henry Peng Zou Yue Zhou Cornelia Caragea Doina Caragea 117 2 0 23 Oct 2023
JointMatch: A Unified Approach for Diverse and Collaborative Pseudo-Labeling to Semi-Supervised Text Classification Henry Peng Zou Cornelia Caragea 87 17 0 23 Oct 2023
Semi-Supervised End-To-End Contrastive Learning For Time Series Classification Hui Cai Xiang Zhang Xiaofeng Liu AI4TS 82 1 0 13 Oct 2023