2 papers
cs.AI2026
Motif-Mamba: network motif improved mamba for long-range sequence modeling
Chonghe Hao, Yue Sun, Jian Zhang +4
Efficient long-sequence modeling remains a central challenge for large language models, as self-attention scales quadratically with sequence length. Mamba offers a linear-time alte…
cs.CV2026
VISTA: Triplet-Supervised Video Style Transfer with Diffusion Transformers
Yiren Song, Wangzi Yao, Haofan Wang +1
Video style transfer aims to render videos in a target artistic style while preserving content, structure, and motion. While image stylization has advanced rapidly, video stylizati…