Interpolation Consistency Training for Semi-Supervised Learning

9 March 2019

Arno Solin

Papers citing "Interpolation Consistency Training for Semi-Supervised Learning"

50 / 322 papers shown

Title
GRN+: A Simplified Generative Reinforcement Network for Tissue Layer Analysis in 3D Ultrasound Images for Chronic Low-back Pain Zixue Zeng Xiaoyan Zhao Matthew Cartier Xin Meng J. Pu MedIm 43 0 0 25 Mar 2025
Semi-Supervised Learning for Dose Prediction in Targeted Radionuclide: A Synthetic Data Study Jing Zhang Alexandre Bousse Laetitia Imbert Song Xue Kuangyu Shi Julien Bert 75 0 0 07 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 32 0 0 02 Mar 2025
A Unified Framework for Heterogeneous Semi-supervised Learning Marzi Heidari Abdullah Alchihabi Hao Yan Yuhong Guo 32 0 0 01 Mar 2025
L2GNet: Optimal Local-to-Global Representation of Anatomical Structures for Generalized Medical Image Segmentation Vandan Gorade Sparsh Mittal N. Dasu Rekha Singhal KC Santosh Debesh Jha 36 0 0 06 Feb 2025
Knowledge Distillation with Adapted Weight Sirong Wu Xi Luo Junjie Liu Yuhui Deng 40 0 0 06 Jan 2025
SP ${ }^3$ : Superpixel-propagated pseudo-label learning for weakly semi-supervised medical image segmentation Shiman Li Jiayue Zhao Shaolei Liu Xiaokun Dai Chenxi Zhang Zhijian Song 86 0 0 18 Nov 2024
Double Banking on Knowledge: Customized Modulation and Prototypes for Multi-Modality Semi-supervised Medical Image Segmentation Yingyu Chen Ziyuan Yang Ming Yan Zhongzhou Zhang Hui Yu Yan Liu Yi Zhang 24 0 0 23 Oct 2024
Integrated Image-Text Based on Semi-supervised Learning for Small Sample Instance Segmentation Ruting Chi Zhiyi Huang Yuexing Han ISeg 30 0 0 21 Oct 2024
SemSim: Revisiting Weak-to-Strong Consistency from a Semantic Similarity Perspective for Semi-supervised Medical Image Segmentation Shiao Xie H. Wang Ziwei Niu Hao Sun Shuyi Ouyang Yen-Wei Chen Lanfen Lin 21 0 0 17 Oct 2024
Offline Model-Based Optimization by Learning to Rank Rong-Xi Tan Ke Xue Shen-Huan Lyu Haopu Shang Yao Wang Yaoyuan Wang Sheng Fu Chao Qian OffRL 81 2 0 15 Oct 2024
Exploring Semi-Supervised Learning for Online Mapping Adam Lilja Erik Wallin Junsheng Fu Lars Hammarstrand SSL 48 1 0 14 Oct 2024
Prototype based Masked Audio Model for Self-Supervised Learning of Sound Event Detection Pengfei Cai Yan Song Nan Jiang Qing Gu Ian Mcloughlin 30 2 0 26 Sep 2024
MCICSAM: Monte Carlo-guided Interpolation Consistency Segment Anything Model for Semi-Supervised Prostate Zone Segmentation Guantian Huang Beibei Li Xiaobing Fan Aritrick Chatterjee Cheng Wei Shouliang Qi Wei Qian Dianning He 16 0 0 20 Sep 2024
Learning Semi-Supervised Medical Image Segmentation from Spatial Registration Qianying Liu Paul Henderson Xiao Gu Hang Dai F. Deligianni 44 0 0 16 Sep 2024
Intrapartum Ultrasound Image Segmentation of Pubic Symphysis and Fetal Head Using Dual Student-Teacher Framework with CNN-ViT Collaborative Learning Jianmei Jiang Huijin Wang Jieyun Bai Shun Long Shuangping Chen Víctor M. Campello Karim Lekadir 30 2 0 11 Sep 2024
Alleviating Class Imbalance in Semi-supervised Multi-organ Segmentation via Balanced Subclass Regularization Zhenghao Feng L. Wen Binyu Yan J. Cui Yan Wang 24 0 0 26 Aug 2024
Tabular Transfer Learning via Prompting LLMs Jaehyun Nam Woomin Song Seong Hyeon Park Jihoon Tack Sukmin Yun Jaehyung Kim Kyu Hwan Oh Jinwoo Shin RALM LMTD VPVLM 36 2 0 09 Aug 2024
Weighting Pseudo-Labels via High-Activation Feature Index Similarity and Object Detection for Semi-Supervised Segmentation Prantik Howlader Hieu M. Le Dimitris Samaras 43 1 0 17 Jul 2024
DiffRect: Latent Diffusion Label Rectification for Semi-supervised Medical Image Segmentation Xinyu Liu Wuyang Li Yixuan Yuan MedIm 32 7 0 13 Jul 2024
Segmenting Medical Images with Limited Data Zhaoshan Liua Qiujie Lv Chau Hung Lee L. Shen 59 11 0 12 Jul 2024
Semi-Supervised Object Detection: A Survey on Progress from CNN to Transformer Tahira Shehzadi Ifza Didier Stricker Muhammad Zeshan Afzal ViT 40 0 0 11 Jul 2024
Semi-Supervised Segmentation via Embedding Matching Weiyi Xie Nathalie Willems Nikolas Lessmann Tom Gibbons D. Massari 29 0 0 05 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 41 5 0 04 Jul 2024
Computation-Efficient Semi-Supervised Learning for ECG-based Cardiovascular Diseases Detection Rushuang Zhou Zijun Liu Lei A. Clifton David A. Clifton Kannie W. Y. Chan Yuan-Ting Zhang Yining Dong 31 0 0 20 Jun 2024
Reinforcement Learning-Guided Semi-Supervised Learning Marzi Heidari Hanping Zhang Yuhong Guo OffRL 34 0 0 02 May 2024
Robust Semi-supervised Learning via $f$ -Divergence and $α$ -Rényi Divergence Gholamali Aminian Amirhossien Bagheri Mahyar JafariNodeh Radmehr Karimian Mohammad Hossein Yassaee 32 0 0 01 May 2024
InfoMatch: Entropy Neural Estimation for Semi-Supervised Image Classification Qi Han Zhibo Tian Chengwei Xia Kun Zhan SSL 24 5 0 17 Apr 2024
Weakly-Supervised Learning via Multi-Lateral Decoder Branching for Tool Segmentation in Robot-Assisted Cardiovascular Catheterization O. Omisore T. Akinyemi Anh Nguyen Lei Wang 33 0 0 11 Apr 2024
BEM: Balanced and Entropy-based Mix for Long-Tailed Semi-Supervised Learning Hongwei Zheng Linyuan Zhou Han Li Jinming Su Xiaoming Wei Xiaoming Xu 31 4 0 01 Apr 2024
OCAI: Improving Optical Flow Estimation by Occlusion and Consistency Aware Interpolation Jisoo Jeong Hong Cai Risheek Garrepalli J. Lin Munawar Hayat Fatih Porikli 40 4 0 26 Mar 2024
Inter- and intra-uncertainty based feature aggregation model for semi-supervised histopathology image segmentation Qiangguo Jin Hui Cui Changming Sun Yang Song Jiangbin Zheng Leilei Cao Leyi Wei Ran Su 43 17 0 19 Mar 2024
CDMAD: Class-Distribution-Mismatch-Aware Debiasing for Class-Imbalanced Semi-Supervised Learning Hyuck Lee Heeyoung Kim 35 1 0 15 Mar 2024
Weak-Mamba-UNet: Visual Mamba Makes CNN and ViT Work Better for Scribble-based Medical Image Segmentation Ziyang Wang Chao Ma Mamba 26 29 0 16 Feb 2024
Semi-Mamba-UNet: Pixel-Level Contrastive and Pixel-Level Cross-Supervised Visual Mamba-based UNet for Semi-Supervised Medical Image Segmentation Chao Ma Ziyang Wang Mamba 43 22 0 11 Feb 2024
ProtIR: Iterative Refinement between Retrievers and Predictors for Protein Function Annotation Zuobai Zhang Jiarui Lu Vijil Chenthamarakshan Aurélie C. Lozano Payel Das Jian Tang 26 1 0 10 Feb 2024
Contrastive Learning and Cycle Consistency-based Transductive Transfer Learning for Target Annotation S. Sami Md Golam Moula Mehedi Hasan Nasser M. Nasrabadi Raghuveer Rao 31 2 0 22 Jan 2024
PixelDINO: Semi-Supervised Semantic Segmentation for Detecting Permafrost Disturbances Konrad Heidler Ingmar Nitze Guido Grosse Xiao Xiang Zhu 24 3 0 17 Jan 2024
$Color-$S^{4}L$: Self-supervised Semi-supervised Learning with Image Colorization$ Color- $S^{4}L$ : Self-supervised Semi-supervised Learning with Image Colorization Hanxiao Chen SSL VLM 14 2 0 08 Jan 2024
Dual-scale Enhanced and Cross-generative Consistency Learning for Semi-supervised Polyp Segmentation Yunqi Gu Tao Zhou Yizhe Zhang Yi Zhou Kelei He Chen Gong Huazhu Fu 35 4 0 26 Dec 2023
Collaborative Learning for Annotation-Efficient Volumetric MR Image Segmentation Y. Osman Cheng Li Weijian Huang Shanshan Wang 14 1 0 18 Dec 2023
iOn-Profiler: intelligent Online multi-objective VNF Profiling with Reinforcement Learning Xenofon Vasilakos Shadi Moazzeni A. Bravalheri Pratchaya Jaisudthi R. Nejabati Dimitra Simeonidou 8 3 0 14 Dec 2023
ASLseg: Adapting SAM in the Loop for Semi-supervised Liver Tumor Segmentation Shiyun Chen Li Lin Pujin Cheng Xiaoying Tang MedIm 22 5 0 13 Dec 2023
Knowledge Transfer from Vision Foundation Models for Efficient Training of Small Task-specific Models Raviteja Vemulapalli Hadi Pouransari Fartash Faghri Sachin Mehta Mehrdad Farajtabar Mohammad Rastegari Oncel Tuzel 37 7 0 30 Nov 2023
MSE-Nets: Multi-annotated Semi-supervised Ensemble Networks for Improving Segmentation of Medical Image with Ambiguous Boundaries Shuai Wang Tengjin Weng Jingyi Wang Yang Shen Zhidong Zhao Yixiu Liu Pengfei Jiao Zhiming Cheng Yaqi Wang 19 0 0 17 Nov 2023
Learning to Rank for Active Learning via Multi-Task Bilevel Optimization Zixin Ding Si-An Chen Ruoxi Jia Yuxin Chen 35 1 0 25 Oct 2023
Competitive Ensembling Teacher-Student Framework for Semi-Supervised Left Atrium MRI Segmentation Yuyan Shi Yichi Zhang Shasha Wang 19 7 0 21 Oct 2023
APP: Adaptive Prototypical Pseudo-Labeling for Few-shot OOD Detection Pei Wang Keqing He Yutao Mou Xiaoshuai Song Yanan Wu Jingang Wang Yunsen Xian Xunliang Cai Weiran Xu 16 3 0 20 Oct 2023
RSVP: Customer Intent Detection via Agent Response Contrastive and Generative Pre-Training Yu-Chien Tang Wei-Yao Wang An-Zi Yen Wenjie Peng 26 1 0 15 Oct 2023
Cross-head mutual Mean-Teaching for semi-supervised medical image segmentation Wei Li Ruifeng Bian Wenyi Zhao Weijing Xu Huihua Yang 16 0 0 08 Oct 2023