Search All 2022 Events
 

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