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 · Günter 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