2 papers
cs.CV2026
E-TraMamba: A New Paradigm for Efficient Long-Term 3D Feature Tracking with Event Cameras
Juwei Shen, Yujie Wu, Changwen Chen
Event-based 3D tracking enables low-latency and high-speed perception, while existing CNN- and Transformer-based trackers struggle to capture long-range spatiotemporal dependencies…
cs.NE2026
Dendritic In-Context Learning in a Single-Layer Spiking Neural Network
Juwei Shen, Yujie Wu, Changwen Chen
In-context learning (ICL) operates via implicit gradient descent embedded in the forward pass of modern AI architectures -- Transformers, Mamba, state-space models, and MLPs. Captu…