GitHub

[AAAI 2025] SparX: A Sparse Cross-Layer Connection Mechanism for Hierarchical Vision Mamba and Transformer Networks

This is an official PyTorch implementation of "SparX: A Sparse Cross-Layer Connection Mechanism for Hierarchical Vision Mamba and Transformer Networks". SparX is a new sparse cross-layer connection ...
IEEE

LSDSSMs: Infrared Small Target Detection Network Based on Low-Rank Sparse Decomposition State-Space Models

Abstract: In recent years, infrared small target detection (ISTD) networks based on deep learning (DL) have achieved notable advances. However, these methods still face significant challenges when ...
IEEE

Sparse-FCL: Sparse Federated Continual Learning for Evolving Mobile Edge Computing Environments

Abstract: Mobile Edge Computing (MEC) leverages embedded devices to deliver low-latency and cost-effective intelligent services, such as autonomous driving. Federated learning allows MEC devices to ...
GitHub

Sparse Autoencoders Learn Monosemantic Features in Vision-Language Models

Sparse Autoencoders (SAEs) have recently gained attention as a means to improve the interpretability and steerability of Large Language Models (LLMs), both of which are essential for AI safety. In ...