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30 Results
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Poster
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Tue 17:00 |
SOM-CPC: Unsupervised Contrastive Learning with Self-Organizing Maps for Structured Representations of High-Rate Time Series Iris Huijben · Arthur A. Nijdam · Sebastiaan Overeem · Merel Van Gilst · Ruud J. G. van Sloun |
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Workshop
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Sat 17:30 |
RobustSsF: Robust Missing Modality Brain Tumor Segmentation with Self-supervised Learning-based Scenario-specific Fusion Jeongwon Lee · Daeshik Kim |
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Poster
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Thu 16:30 |
Sequential Multi-Dimensional Self-Supervised Learning for Clinical Time Series Aniruddh Raghu · Payal Chandak · Ridwan Alam · John Guttag · Collin Stultz |
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Workshop
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Preventing Dimensional Collapse in Contrastive Local Learning with Subsampling Louis Fournier · Adeetya Patel · Michael Eickenberg · Edouard Oyallon · Eugene Belilovsky |
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Poster
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Thu 13:30 |
The Role of Entropy and Reconstruction in Multi-View Self-Supervised Learning Borja Rodríguez Gálvez · Arno Blaas · Pau Rodriguez · Adam Golinski · Xavi Suau · Jason Ramapuram · Dan Busbridge · Luca Zappella |
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Poster
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Thu 16:30 |
Understanding Self-Predictive Learning for Reinforcement Learning Yunhao Tang · Zhaohan Guo · Pierre Richemond · Bernardo Avila Pires · Yash Chandak · Remi Munos · Mark Rowland · Mohammad Gheshlaghi Azar · Charline Le Lan · Clare Lyle · Andras Gyorgy · Shantanu Thakoor · Will Dabney · Bilal Piot · Daniele Calandriello · Michal Valko |