3 papers
cs.NE2026
Structure Abstraction and Generalization in a Hippocampal-Entorhinal Inspired World Model
Tianqiu Zhang, Muyang Lyu, Xiao Liu +1
Humans abstract experiences into structured representations to facilitate pattern inference and knowledge transfer. While the hippocampal-entorhinal (HPC-MEC) circuit is known to r…
cs.CV2026
DiLA: Disentangled Latent Action World Models
Tianqiu Zhang, Muyang Lyu, Yufan Zhang +2
Latent Action Models (LAMs) enable the learning of world models from unlabeled video by inferring abstract actions between consecutive frames. However, LAMs face a fundamental trad…
cs.NE2024
A Differentiable Approach to Multi-scale Brain Modeling
Chaoming Wang, Muyang Lyu, Tianqiu Zhang +2
We present a multi-scale differentiable brain modeling workflow utilizing BrainPy, a unique differentiable brain simulator that combines accurate brain simulation with powerful gra…