2 papers
cs.CV2026
OLiVES: An Outdoor Low-Light Video Benchmark for Enhancement and Segmentation
Yini Li, Joanne Lin, David Blackham +2
Low-light video processing remains an underexplored problem in computer vision, primarily due to the scarcity of high-quality ground-truth data. Existing public datasets exhibit se…
cs.CL2026
Massive Activations in Hybrid Linear Attention Large Language Models: Pre-Attention Spikes and Inter-Spike Plateaus
Zunhai Su, Bohan Sun, Xialie Zhuang +9
We present the first systematic study of massive activations (MAs) in layer-interleaved Hybrid linear attention large language models (HLA LLMs), examining their architectural orga…