2 papers
cs.CV2025
Self-Attention with State-Object Weighted Combination for Compositional Zero Shot Learning
Cheng-Hong Chang, Pei-Hsuan Tsai
Object recognition has become prevalent across various industries. However, most existing applications are limited to identifying objects alone, without considering their associate…
cs.AI2025
Sparse Multi-Modal Transformer with Masking for Alzheimer's Disease Classification
Cheng-Han Lu, Pei-Hsuan Tsai
Transformer-based multi-modal intelligent systems often suffer from high computational and energy costs due to dense self-attention, limiting their scalability under resource const…