Title
REASON: Probability map-guided dual-branch fusion framework for gastric content assessment Nu-Fnag Xiao De-Xing Huang Le-Tian Wang Mei-Jiang Gui Qi Fu ... Shi-Qi Liu Shuangyi Wang Zeng-Guang Hou Ying-Wei Wang Xiao-Hu Zhou 65 0 0 03 Nov 2025
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Deep Learning Approaches for Medical Imaging Under Varying Degrees of Label Availability: A Comprehensive Survey Siteng Ma Honghui Du Yu An Jing Wang Qinqin Wang Haochang Wu Aonghus Lawlor Ruihai Dong 283 0 0 15 Apr 2025
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Model Inversion Robustness: Can Transfer Learning Help?Computer Vision and Pattern Recognition (CVPR), 2024 Sy-Tuyen Ho Koh Jun Hao Keshigeyan Chandrasegaran Ngoc-Bao Nguyen Ngai-Man Cheung 149 13 0 09 May 2024
Separating common from salient patterns with Contrastive Representation Learning Robin Louiset Edouard Duchesnay Antoine Grigis Pietro Gori SSL DRL 216 2 0 19 Feb 2024
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Label-Only Model Inversion Attacks via Knowledge TransferNeural Information Processing Systems (NeurIPS), 2023 Ngoc-Bao Nguyen Keshigeyan Chandrasegaran Milad Abdollahzadeh Ngai-Man Cheung 135 34 0 30 Oct 2023
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A Survey of the Impact of Self-Supervised Pretraining for Diagnostic Tasks with Radiological Images Blake Vanberlo Jesse Hoey Alexander Wong SSL LM&MA 182 3 0 05 Sep 2023
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Weakly-supervised positional contrastive learning: application to cirrhosis classificationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023 Emma Sarfati Alexandre Bône Marc-Michel Rohé Pietro Gori Isabelle Bloch 162 2 0 10 Jul 2023
Curriculum Based Multi-Task Learning for Parkinson's Disease DetectionIEEE International Symposium on Biomedical Imaging (ISBI), 2023 Nikhil J. Dhinagar Conor Owens-Walton Emily Laltoo C. Boyle Yao-Liang Chen ... Chih-Chien Tsai Jiun-Jie Wang Yih-Ru Wu Y. D. Werf Paul M. Thompson 85 3 0 27 Feb 2023
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ViT-AE++: Improving Vision Transformer Autoencoder for Self-supervised Medical Image RepresentationsInternational Conference on Medical Imaging with Deep Learning (MIDL), 2023 Chinmay Prabhakar Hongwei Bran Li Jiancheng Yang Suprosana Shit Benedikt Wiestler Bjoern Menze ViT MedIm 117 16 0 18 Jan 2023
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TractoSCR: A Novel Supervised Contrastive Regression Framework for Prediction of Neurocognitive Measures Using Multi-Site Harmonized Diffusion MRI TractographyFrontiers in Neuroscience (Front. Neurosci.), 2022 Tengfei Xue Fan Zhang L. Zekelman Chaoyi Zhang Yuqian Chen ... W. Wells Yogesh Rathi N. Makris Weidong Cai L. O’Donnell 141 10 0 13 Oct 2022
Rank-N-Contrast: Learning Continuous Representations for RegressionNeural Information Processing Systems (NeurIPS), 2022 Kaiwen Zha Peng Cao Jeany Son Yuzhe Yang Dina Katabi CML 277 82 0 03 Oct 2022
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Integrating Prior Knowledge in Contrastive Learning with KernelInternational Conference on Machine Learning (ICML), 2022 Benoit Dufumier C. Barbano Robin Louiset Edouard Duchesnay Pietro Gori SSL 116 11 0 03 Jun 2022
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Unsupervised Learning of Visual Features by Contrasting Cluster Assignments Mathilde Caron Ishan Misra Julien Mairal Priya Goyal Piotr Bojanowski Armand Joulin OCL SSL 1.1K 4,602 0 17 Jun 2020