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91 Results
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Poster
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Tue 2:30 |
High-Order Contrastive Learning with Fine-grained Comparative Levels for Sparse Ordinal Tensor Completion Yu Dai · Junchen Shen · Zijie Zhai · Danlin Liu · Jingyang Chen · Yu Sun · Ping Li · Jie Zhang · Kai Zhang |
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Poster
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Tue 4:30 |
Learning from Memory: Non-Parametric Memory Augmented Self-Supervised Learning of Visual Features Thalles Silva · Helio Pedrini · Adín Ramírez Rivera |
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Affinity Workshop
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A Self-Interpretable Obfuscated Malware Detection System based on Memory Analysis and Self-Supervised Tabular Learning Josue Genaro Almaraz-Rivera · Jose Antonio Cantoral-Ceballos · Juan Botero · Jesus Perez-Diaz |
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Poster
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Thu 4:30 |
Bridging Mini-Batch and Asymptotic Analysis in Contrastive Learning: From InfoNCE to Kernel-Based Losses Panagiotis Koromilas · Giorgos Bouritsas · Theodoros Giannakopoulos · Mihalis Nicolaou · Yannis Panagakis |
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Workshop
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Modelling Latent Dynamical Systems with Recognition-Parametrised Models Samo Hromadka · Maneesh Sahani |
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Poster
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Thu 4:30 |
Contrasting Multiple Representations with the Multi-Marginal Matching Gap Zoe Piran · Michal Klein · James Thornton · Marco Cuturi |
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Poster
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Wed 2:30 |
Near-Optimal Reinforcement Learning with Self-Play under Adaptivity Constraints Dan Qiao · Yu-Xiang Wang |
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Workshop
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Population Transformer: Learning Population-level Representations of Intracranial Activity Geeling Chau · Christopher Wang · Sabera Talukder · Vighnesh Subramaniam · Saraswati Soedarmadji · Yisong Yue · Boris Katz · Andrei Barbu |
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Poster
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Wed 4:30 |
Scalable Pre-training of Large Autoregressive Image Models Alaaeldin Ali · Michal Klein · Shuangfei Zhai · Miguel Angel Bautista Martin · Vaishaal Shankar · Alexander Toshev · Joshua M Susskind · Armand Joulin |
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Workshop
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ExPLoRA: Parameter-Efficient Extended Pre-Training to Adapt Vision Transformers under Domain Shifts Samar Khanna · Medhanie Irgau · David Lobell · Stefano Ermon |
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Poster
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Wed 4:30 |
CodeIt: Self-Improving Language Models with Prioritized Hindsight Replay Natasha Butt · Blazej Manczak · Auke Wiggers · Corrado Rainone · David Zhang · Michaël Defferrard · Taco Cohen |
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Workshop
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Self-supervised learning for crystal property prediction via denoising Alexander New · Nam Q. Le · Michael Pekala · Christopher Stiles |