Parameter Sharing

3 papers across 3 sessions

Poster Session 1

Wednesday, December 3, 2025 · 11:00 AM → 2:00 PM

Mixture-of-Recursions: Learning Dynamic Recursive Depths for Adaptive Token-Level Computation

#5413 · Sangmin Bae, Yujin Kim, Reza Bayat, Sungnyun Kim, Jiyoun Ha, Tal Schuster, Adam Fisch, Hrayr Harutyunyan, Ziwei Ji, Aaron Courville, Se-Young Yun

Poster Session 3

1 paper

Thursday, December 4, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

HyperMARL: Adaptive Hypernetworks for Multi-Agent RL

#404 · Kale-ab Tessera, Muhammad Arrasy Rahman, Amos Storkey, Stefano Albrecht

We propose an agent-conditioned hypernetwork (HyperMARL) that enables adaptive cooperation in MARL by decoupling observation- and agent-conditioned gradients, resolving a key interference problem caused by coupling agent IDs with observations.

Poster Session 4

1 paper

Thursday, December 4, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

Axial Neural Networks for Dimension-Free Foundation Models

#3807 Spotlight · Hyunsu Kim, Jonggeon Park, Joan Bruna, Hongseok Yang, Juho Lee