Semi-Supervised Learning by Augmented Distribution Alignment

20 May 2019

Luc Van Gool

Papers citing "Semi-Supervised Learning by Augmented Distribution Alignment"

37 / 37 papers shown

Title
Pairwise Similarity Regularization for Semi-supervised Graph Medical Image Segmentation Jialu Zhou Dianxi Shi Shaowu Yang Chunping Qiu Luoxi Jing Mengzhu Wang 61 0 0 17 Mar 2025
DiM: $f$ -Divergence Minimization Guided Sharpness-Aware Optimization for Semi-supervised Medical Image Segmentation Bingli Wang Houcheng Su Nan Yin Mengzhu Wang Li Shen 85 0 0 19 Nov 2024
FPMT: Enhanced Semi-Supervised Model for Traffic Incident Detection Xinying Lu Jianli Xiao 24 0 0 12 Sep 2024
SIAVC: Semi-Supervised Framework for Industrial Accident Video Classification Zuoyong Li Qinghua Lin Haoyi Fan Tiesong Zhao David Zhang 39 0 0 23 May 2024
Constructing and Exploring Intermediate Domains in Mixed Domain Semi-supervised Medical Image Segmentation Qinghe Ma Jian Zhang Lei Qi Qian Yu Yinghuan Shi Yang Gao 48 7 0 13 Apr 2024
Uncertainty-aware Evidential Fusion-based Learning for Semi-supervised Medical Image Segmentation Yuanpeng He Lijian Li UQCV EDL 50 2 0 09 Apr 2024
FireMatch: A Semi-Supervised Video Fire Detection Network Based on Consistency and Distribution Alignment Qinghua Lin Zuoyong Li Kun Zeng Haoyi Fan Wei Li Xiaoguang Zhou 21 7 0 09 Nov 2023
Cross-head mutual Mean-Teaching for semi-supervised medical image segmentation Wei Li Ruifeng Bian Wenyi Zhao Weijing Xu Huihua Yang 18 0 0 08 Oct 2023
Class-Specific Distribution Alignment for Semi-Supervised Medical Image Classification Zhongzheng Huang Jiawei Wu Tao Wang Zuoyong Li Anastasia Ioannou OOD 42 5 0 29 Jul 2023
Distribution Shift Matters for Knowledge Distillation with Webly Collected Images Jialiang Tang Shuo Chen Gang Niu Masashi Sugiyama Chenggui Gong 21 13 0 21 Jul 2023
Bidirectional Copy-Paste for Semi-Supervised Medical Image Segmentation Yunhao Bai Duowen Chen Qingli Li Wei Shen Yan Wang 41 125 0 01 May 2023
MagicNet: Semi-Supervised Multi-Organ Segmentation via Magic-Cube Partition and Recovery Duowen Chen Yunhao Bai Wei Shen Qingli Li Lequan Yu Yan Wang 17 24 0 29 Dec 2022
Land Cover and Land Use Detection using Semi-Supervised Learning Fahmida Tasnim Lisa Md. Zarif Hossain Sharmin Naj Mou Shahriar Ivan M. H. Kabir 23 1 0 21 Dec 2022
Contrastive Credibility Propagation for Reliable Semi-Supervised Learning Brody Kutt Pralay Ramteke Xavier Mignot P. Toman Nandini Ramanan Sujit Rokka Chhetri Shan Huang Min Du W. Hewlett 33 0 0 17 Nov 2022
The Outcome of the 2022 Landslide4Sense Competition: Advanced Landslide Detection from Multi-Source Satellite Imagery O. Ghorbanzadeh Yonghao Xu Hengwei Zhao Junjue Wang Yanfei Zhong ... Xiao Xiang Zhu Lin Bai Wei-le Li Wei Peng Pedram Ghamisi 49 44 0 06 Sep 2022
Dynamic Maintenance of Kernel Density Estimation Data Structure: From Practice to Theory Jiehao Liang Zhao-quan Song Zhaozhuo Xu Junze Yin Danyang Zhuo OOD 34 4 0 08 Aug 2022
UCC: Uncertainty guided Cross-head Co-training for Semi-Supervised Semantic Segmentation Jiashuo Fan Bin-Bin Gao Huan Jin Lihui Jiang 12 58 0 20 May 2022
Revisiting Deep Semi-supervised Learning: An Empirical Distribution Alignment Framework and Its Generalization Bound Feiyu Wang Qin Wang Wen Li Dong Xu Luc Van Gool 24 5 0 13 Mar 2022
Semi-supervised Deep Learning for Image Classification with Distribution Mismatch: A Survey Saul Calderon-Ramirez Shengxiang-Yang David Elizondo OOD 6 19 0 01 Mar 2022
Combining Observational and Randomized Data for Estimating Heterogeneous Treatment Effects Tobias Hatt Jeroen Berrevoets Alicia Curth Stefan Feuerriegel M. Schaar CML 52 29 0 25 Feb 2022
PARSE: Pairwise Alignment of Representations in Semi-Supervised EEG Learning for Emotion Recognition Guangyi Zhang Vandad Davoodnia Ali Etemad 22 41 0 11 Feb 2022
Learning to Predict Gradients for Semi-Supervised Continual Learning Yan Luo Yongkang Wong Mohan S. Kankanhalli Qi Zhao SSL CLL 44 6 0 23 Jan 2022
Taming Overconfident Prediction on Unlabeled Data from Hindsight Jing Li Yuangang Pan Ivor W. Tsang 18 1 0 15 Dec 2021
AFAN: Augmented Feature Alignment Network for Cross-Domain Object Detection Hongsong Wang Tianran Ouyang Ling Shao 18 35 0 10 Jun 2021
Semi-Supervised Domain Generalization with Stochastic StyleMatch Kaiyang Zhou Chen Change Loy Ziwei Liu OOD 27 56 0 01 Jun 2021
Semi-supervised learning by selective training with pseudo labels via confidence estimation Masato Ishii 12 2 0 15 Mar 2021
They are Not Completely Useless: Towards Recycling Transferable Unlabeled Data for Class-Mismatched Semi-Supervised Learning Zhuo Huang Ying Tai Chengjie Wang Jian Yang Chen Gong 31 23 0 27 Nov 2020
Guided Collaborative Training for Pixel-wise Semi-Supervised Learning Zhanghan Ke Di Qiu Kaican Li Qiong Yan Rynson W. H. Lau 28 247 0 12 Aug 2020
Attract, Perturb, and Explore: Learning a Feature Alignment Network for Semi-supervised Domain Adaptation Taekyung Kim Changick Kim 14 136 0 18 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 17 159 0 17 Jul 2020
Consistency Regularization with Generative Adversarial Networks for Semi-Supervised Learning Zexi Chen B. Ramachandra Ranga Raju Vatsavai GAN 28 1 0 08 Jul 2020
Classify and Generate Reciprocally: Simultaneous Positive-Unlabelled Learning and Conditional Generation with Extra Data Bin-Xia Yu Ke Sun He-Nan Wang Zhouchen Lin Zhanxing Zhu 16 0 0 14 Jun 2020
Local Clustering with Mean Teacher for Semi-supervised Learning Zexi Chen B. Dutton B. Ramachandra Tianfu Wu Ranga Raju Vatsavai 25 7 0 20 Apr 2020
A Balanced and Uncertainty-aware Approach for Partial Domain Adaptation Jian Liang Yunbo Wang Dapeng Hu Ran He Jiashi Feng 169 105 0 05 Mar 2020
There Are Many Consistent Explanations of Unlabeled Data: Why You Should Average Ben Athiwaratkun Marc Finzi Pavel Izmailov A. Wilson 202 243 0 14 Jun 2018
SaaS: Speed as a Supervisor for Semi-supervised Learning Safa Cicek Alhussein Fawzi Stefano Soatto BDL 27 19 0 02 May 2018
Mean teachers are better role models: Weight-averaged consistency targets improve semi-supervised deep learning results Antti Tarvainen Harri Valpola OOD MoMe 261 1,275 0 06 Mar 2017