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Fangxu Zhou

3 accepted papers

2025

BLEND: Behavior-guided Neural Population Dynamics Modeling via Privileged Knowledge Distillation

ICLR 2025poster

Modeling the nonlinear dynamics of neuronal populations represents a key pursuit in computational neuroscience. Recent research has increasingly focused on jointly modeling neural activity and behavior to unravel their interconnections. Despite significant efforts, these approaches often necessitate…

2025

Generalized and Invariant Single-Neuron In-Vivo Activity Representation Learning

NeurIPS 2025poster

In computational neuroscience, models representing single-neuron in-vivo activity have become essential for understanding the functional identities of individual neurons. These models, such as implicit representation methods based on Transformer architectures, contrastive learning frameworks, and va…

Cited by 0SourceScholar
2024

PFCF-Net: A Network Based on Progressive Feature Interaction and Cross-Scale Feature Fusion for Remote Sensing Change Detection

ICASSP 2024accepted

There exist some challenges in accurately capturing temporal change information and efficiently aggregating multi-level information in the field of remote sensing change detection. In order to expand the detection’s receptive field and fully fuse complementary information across different hierarchic…

Cited by 0SourceScholar