Poster

Tue 9:00

PaCo: Parameter-Compositional Multi-task Reinforcement Learning
Lingfeng Sun · Haichao Zhang · Wei Xu · Masayoshi TOMIZUKA

Poster

Wed 9:00

Learning from Few Samples: Transformation-Invariant SVMs with Composition and Locality at Multiple Scales
Tao Liu · P. R. Kumar · Ruida Zhou · Xi Liu

Workshop

Skill Machines: Temporal Logic Composition in Reinforcement Learning
Geraud Nangue Tasse · Devon Jarvis · Steven James · Benjamin Rosman

Poster

Thu 9:00

A Benchmark for Compositional Visual Reasoning
Aimen Zerroug · Mohit Vaishnav · Julien Colin · Sebastian Musslick · Thomas Serre

Poster

Wed 9:00

VLMbench: A Compositional Benchmark for Vision-and-Language Manipulation
Kaizhi Zheng · Xiaotong Chen · Odest Chadwicke Jenkins · Xin Wang

Workshop

Meta-learning from demonstrations improves compositional generalization
Sam Spilsbury · Alexander Ilin

Poster

Wed 14:00

ALMA: Hierarchical Learning for Composite Multi-Agent Tasks
Shariq Iqbal · Robby Costales · Fei Sha

Poster

Tue 14:00

Decentralized Gossip-Based Stochastic Bilevel Optimization over Communication Networks
Shuoguang Yang · Xuezhou Zhang · Mengdi Wang

Poster

Tue 9:00

Dance of SNN and ANN: Solving binding problem by combining spike timing and reconstructive attention
Hao Zheng · Hui Lin · Rong Zhao · Luping Shi

Poster

Tue 9:00

Resource-Adaptive Federated Learning with All-In-One Neural Composition
Yiqun Mei · Pengfei Guo · Mo Zhou · Vishal Patel

Poster

Thu 9:00

LISA: Learning Interpretable Skill Abstractions from Language
Divyansh Garg · Skanda Vaidyanath · Kuno Kim · Jiaming Song · Stefano Ermon

Poster

Thu 14:00

Data Augmentation for Compositional Data: Advancing Predictive Models of the Microbiome
Elliott Gordon-Rodriguez · Thomas Quinn · John Cunningham