2 papers
cs.LG2026
RAM-Net: Expressive Linear Attention with Selectively Addressable Memory
Kaicheng Xiao, Haotian Li, Liran Dong +1
While linear attention architectures offer efficient inference, compressing unbounded history into a fixed-size memory inherently limits expressivity and causes information loss. T…
cs.CV2025
A Large-Scale Multimodal Dataset and Benchmarks for Human Activity Scene Understanding and Reasoning
Siyang Jiang, Mu Yuan, Xiang Ji +12
Multimodal human action recognition (HAR) leverages complementary sensors for activity classification. Beyond recognition, recent advances in large language models (LLMs) enable de…