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Workshop
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Testing geometric representation hypotheses from simulated place cell recordings
Thibault Niederhauser · Adam Lester · Nina Miolane · Khanh Dao Duc · Manu Madhav
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Workshop
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PhAST: Physics-Aware, Scalable, and Task-specific GNNs for accelerated catalyst design
ALEXANDRE DUVAL · Victor Schmidt · Alex Hernandez-Garcia · Santiago Miret · Yoshua Bengio · David Rolnick
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Poster
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Tue 9:00
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Graph Few-shot Learning with Task-specific Structures
Song Wang · Chen Chen · Jundong Li
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Poster
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Thu 14:00
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Improving Task-Specific Generalization in Few-Shot Learning via Adaptive Vicinal Risk Minimization
Long-Kai Huang · Ying Wei
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Poster
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Tue 9:00
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LECO: Learnable Episodic Count for Task-Specific Intrinsic Reward
Daejin Jo · Sungwoong Kim · Daniel Nam · Taehwan Kwon · Seungeun Rho · Jongmin Kim · Donghoon Lee
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Workshop
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Robust task-specific adaption of models for drug-target interaction prediction
Emma Svensson · Pieter-Jan Hoedt · Sepp Hochreiter · Günter Klambauer
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Workshop
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LMPriors: Pre-Trained Language Models as Task-Specific Priors
Kristy Choi · Chris Cundy · Sanjari Srivastava · Stefano Ermon
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Poster
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Tue 14:00
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Unsupervised Cross-Task Generalization via Retrieval Augmentation
Bill Yuchen Lin · Kangmin Tan · Chris Miller · Beiwen Tian · Xiang Ren
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Workshop
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Inducing Functions through Reinforcement Learning without Task Specification
Junmo Cho · Donghwan Lee · Young-Gyu Yoon
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Workshop
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Compositional Task Generalization with Modular Successor Feature Approximators
Wilka Carvalho Carvalho
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Poster
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Domain Generalization by Learning and Removing Domain-specific Features
Yu Ding · Lei Wang · Bin Liang · Shuming Liang · Yang Wang · Fang Chen
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Workshop
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Fri 7:10
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Control Graph as Unified IO for Morphology-Task Generalization
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