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Workshop
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Sat 14:15
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Detecting Tidal Features using Self-Supervised Learning
Alice Desmons · Sarah Brough · Francois Lanusse
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Workshop
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Complementary Benefits of Contrastive Learning and Self-Training Under Distribution Shift
Saurabh Garg · Amrith Setlur · Zachary Lipton · Sivaraman Balakrishnan · Virginia Smith · Aditi Raghunathan
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Workshop
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Personalized Prediction of Recurrent Stress Events Using Self-Supervised Learning on Multimodal Time-Series Data
Tanvir Islam · Peter Washington
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Workshop
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Supervised-Contrastive Loss Learns Orthogonal Frames and Batching Matters
Ganesh Ramachandra Kini · Vala Vakilian · Tina Behnia · Jaidev Gill · Christos Thrampoulidis
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Poster
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Thu 13:30
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Not All Semantics are Created Equal: Contrastive Self-supervised Learning with Automatic Temperature Individualization
Zi-Hao Qiu · Quanqi Hu · Zhuoning Yuan · Denny Zhou · Lijun Zhang · Tianbao Yang
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Workshop
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Sat 14:30
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SIM-CNN: Self-Supervised Individualized Multimodal Learning for Stress Prediction on Nurses Using Biosignals
Sunmin Eom · Sunwoo Eom · Peter Washington
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Poster
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Wed 17:00
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Self-supervised learning of Split Invariant Equivariant representations
Quentin Garrido · Laurent Najman · Yann LeCun
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Workshop
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Transferable Adversarial Perturbations between Self-Supervised Speech Recognition Models
Raphaël Olivier · Hadi Abdullah · Bhiksha Raj
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Tutorial
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Mon 16:30
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Self-Supervised Learning in Vision: from Research Advances to Best Practices
Xinlei Chen · Ishan Misra · Randall Balestriero · Mathilde Caron · Christoph Feichtenhofer · Mark Ibrahim
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Workshop
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Early Experiments in Scalable Dataset Selection for Self-Supervised Learning in Geospatial Imagery Models
Muhammed Razzak · Anthony Ortiz · Caleb Robinson
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Workshop
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Sat 18:40
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Latent Masking for Multimodal Self-supervised Learning in Health Timeseries
Shohreh Deldari · Dimitrios Spathis · Mohammad Malekzadeh · Fahim Kawsar · Flora Salim · Akhil Mathur
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Poster
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Thu 13:30
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EM-Network: Oracle Guided Self-distillation for Sequence Learning
Ji Won Yoon · Sung Hwan Ahn · Hyeonseung Lee · Minchan Kim · Seok Min Kim · Nam Soo Kim
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