2 papers
cs.LG2026
ELSA: Exact Linear-Scan Attention for Fast and Memory-Light Vision Transformers
Chih-Chung Hsu, Xin-Di Ma, Wo-Ting Liao +1
Existing attention accelerators often trade exact softmax semantics, depend on fused Tensor Core kernels, or incur sequential depth that limits FP32 throughput on long sequences. W…
eess.IV2025
PromptHSI: Universal Hyperspectral Image Restoration with Vision-Language Modulated Frequency Adaptation
Chia-Ming Lee, Ching-Heng Cheng, Yu-Fan Lin +5
Recent advances in All-in-One (AiO) RGB image restoration have demonstrated the effectiveness of prompt learning in handling multiple degradations within a single model. However, e…