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BoostMIS: Boosting Medical Image Semi-supervised Learning with Adaptive Pseudo Labeling and Informative Active Annotation

4 March 2022

Papers citing "BoostMIS: Boosting Medical Image Semi-supervised Learning with Adaptive Pseudo Labeling and Informative Active Annotation"

38 / 38 papers shown

Title
Solving the Catastrophic Forgetting Problem in Generalized Category Discovery Xinzi Cao Xiawu Zheng G. Wang Weijiang Yu Yunhang Shen Ke Li Yutong Lu Yonghong Tian CLL 148 6 0 09 Jan 2025
LASER: Tuning-Free LLM-Driven Attention Control for Efficient Text-conditioned Image-to-Animation Haoyu Zheng Wenqiao Zhang Yaoke Wang Hao Zhou Jiang Liu Juncheng Li Zheqi Lv Siliang Tang Yueting Zhuang Yueting Zhuang 88 1 0 21 Apr 2024
Compositional Temporal Grounding with Structured Variational Cross-Graph Correspondence Learning Juncheng Li Junlin Xie Long Qian Linchao Zhu Siliang Tang Leilei Gan Yi Yang Yueting Zhuang Xinze Wang 88 74 0 24 Mar 2022
End-to-End Modeling via Information Tree for One-Shot Natural Language Spatial Video Grounding Meng Li Tianbao Wang Haoyu Zhang Shengyu Zhang Zhou Zhao ... Wenming Tan Jin Wang Peng Wang Shi Pu Leilei Gan 74 45 0 15 Mar 2022
MAGIC: Multimodal relAtional Graph adversarIal inferenCe for Diverse and Unpaired Text-based Image Captioning Wenqiao Zhang Haochen Shi Jiannan Guo Shengyu Zhang Qingpeng Cai Juncheng Li Sihui Luo Yueting Zhuang DiffM 77 46 0 13 Dec 2021
Relational Graph Learning for Grounded Video Description Generation Wenqiao Zhang Xinze Wang Siliang Tang Haizhou Shi Haochen Shi Jun Xiao Yueting Zhuang Wenjie Wang 59 33 0 02 Dec 2021
Adaptive Hierarchical Graph Reasoning with Semantic Coherence for Video-and-Language Inference Juncheng Li Siliang Tang Linchao Zhu Haochen Shi Xuanwen Huang Leilei Gan Yi Yang Yueting Zhuang 81 28 0 26 Jul 2021
SSMD: Semi-Supervised Medical Image Detection with Adaptive Consistency and Heterogeneous Perturbation Hong-Yu Zhou Chengdi Wang Haofeng Li Gang Wang Shu Zhen Zhang Wei-min Li Yizhou Yu 57 52 0 03 Jun 2021
TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation Jieneng Chen Yongyi Lu Qihang Yu Xiangde Luo Ehsan Adeli Yan Wang Le Lu Alan Yuille Yuyin Zhou ViT MedIm 98 3,492 0 08 Feb 2021
MLCask: Efficient Management of Component Evolution in Collaborative Data Analytics Pipelines Zhaojing Luo Sai-Ho Yeung Meihui Zhang Kaiping Zheng Lei Zhu Gang Chen Feiyi Fan Qian Lin K. Ngiam Beng Chin Ooi 80 29 0 17 Oct 2020
Semi-supervised Medical Image Classification with Global Latent Mixing P. Gyawali S. Ghimire Pradeep Bajracharya Zhiyuan Li Linwei Wang 65 36 0 22 May 2020
FocalMix: Semi-Supervised Learning for 3D Medical Image Detection Dong Wang Yuan Zhang Kexin Zhang Liwei Wang 123 119 0 20 Mar 2020
FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence Kihyuk Sohn David Berthelot Chun-Liang Li Zizhao Zhang Nicholas Carlini E. D. Cubuk Alexey Kurakin Han Zhang Colin Raffel AAML 157 3,558 0 21 Jan 2020
Combining MixMatch and Active Learning for Better Accuracy with Fewer Labels Shuang Song David Berthelot Afshin Rostamizadeh 72 33 0 02 Dec 2019
Unsupervised Reinforcement Learning of Transferable Meta-Skills for Embodied Navigation Juncheng Li Xinze Wang Siliang Tang Haizhou Shi Leilei Gan Yueting Zhuang William Yang Wang SSL 80 69 0 18 Nov 2019
Self-training with Noisy Student improves ImageNet classification Qizhe Xie Minh-Thang Luong Eduard H. Hovy Quoc V. Le NoLa 309 2,387 0 11 Nov 2019
Consistency-based Semi-supervised Active Learning: Towards Minimizing Labeling Cost M. Gao Zizhao Zhang Guo-Ding Yu Sercan O. Arik L. Davis Tomas Pfister 203 200 0 16 Oct 2019
RandAugment: Practical automated data augmentation with a reduced search space E. D. Cubuk Barret Zoph Jonathon Shlens Quoc V. Le MQ 241 3,490 0 30 Sep 2019
Pseudo-Labeling and Confirmation Bias in Deep Semi-Supervised Learning Eric Arazo Diego Ortego Paul Albert Noel E. O'Connor Kevin McGuinness 119 841 0 08 Aug 2019
Walking with MIND: Mental Imagery eNhanceD Embodied QA Juncheng Li Siliang Tang Leilei Gan Yueting Zhuang 48 23 0 05 Aug 2019
Uncertainty-guided Continual Learning with Bayesian Neural Networks Sayna Ebrahimi Mohamed Elhoseiny Trevor Darrell Marcus Rohrbach CLL BDL 61 197 0 06 Jun 2019
MixMatch: A Holistic Approach to Semi-Supervised Learning David Berthelot Nicholas Carlini Ian Goodfellow Nicolas Papernot Avital Oliver Colin Raffel 145 3,033 0 06 May 2019
Unsupervised Data Augmentation for Consistency Training Qizhe Xie Zihang Dai Eduard H. Hovy Minh-Thang Luong Quoc V. Le 135 2,320 0 29 Apr 2019
Variational Adversarial Active Learning Samarth Sinha Sayna Ebrahimi Trevor Darrell GAN DRL VLM SSL 122 579 0 31 Mar 2019
Interpolation Consistency Training for Semi-Supervised Learning Vikas Verma Kenji Kawaguchi Alex Lamb Arno Solin Arno Solin Yoshua Bengio David Lopez-Paz 107 770 0 09 Mar 2019
ADVENT: Adversarial Entropy Minimization for Domain Adaptation in Semantic Segmentation Tuan-Hung Vu Himalaya Jain Max Bucher Matthieu Cord P. Pérez 128 1,295 0 30 Nov 2018
UNet++: A Nested U-Net Architecture for Medical Image Segmentation Zongwei Zhou M. R. Siddiquee Nima Tajbakhsh Jianming Liang SSeg 101 6,160 0 18 Jul 2018
Feature Affinity based Pseudo Labeling for Semi-supervised Person Re-identification Guodong Ding Shanshan Zhang Salman Khan Zhenmin Tang Jian Zhang Fatih Porikli 76 58 0 16 May 2018
Robust Classification with Convolutional Prototype Learning Hong-Ming Yang Xu-Yao Zhang Fei Yin Cheng-Lin Liu 63 342 0 09 May 2018
Interactive Medical Image Segmentation using Deep Learning with Image-specific Fine-tuning Guotai Wang Wenqi Li Maria A. Zuluaga R. Pratt P. Patel ... T. Doel A. David Jan Deprest Sebastien Ourselin Tom Vercauteren 94 690 0 11 Oct 2017
Deep Learning for Medical Image Analysis Mina Rezaei Haojin Yang Christoph Meinel 75 2,064 0 17 Aug 2017
Good Semi-supervised Learning that Requires a Bad GAN Zihang Dai Zhilin Yang Fan Yang William W. Cohen Ruslan Salakhutdinov GAN 55 483 0 27 May 2017
Virtual Adversarial Training: A Regularization Method for Supervised and Semi-Supervised Learning Takeru Miyato S. Maeda Masanori Koyama S. Ishii GAN 148 2,734 0 13 Apr 2017
Deep Bayesian Active Learning with Image Data Y. Gal Riashat Islam Zoubin Ghahramani BDL UQCV 70 1,735 0 08 Mar 2017
Face Detection with the Faster R-CNN Huaizu Jiang Erik Learned-Miller CVBM ObjD 60 672 0 10 Jun 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,322 0 10 Dec 2015
Learning with Pseudo-Ensembles Philip Bachman O. Alsharif Doina Precup 89 598 0 16 Dec 2014
A Model of Inductive Bias Learning Jonathan Baxter 109 1,214 0 01 Jun 2011