2 papers
cs.CV2026
PackCache: A Training-Free Acceleration Method for Unified Autoregressive Video Generation via Compact KV-Cache
Kunyang Li, Mubarak Shah, Yuzhang Shang
A unified autoregressive model is a Transformer-based framework that addresses diverse multimodal tasks (e.g., text, image, video) as a single sequence modeling problem under a sha…
cs.CV2025
GVD: Guiding Video Diffusion Model for Scalable Video Distillation
Kunyang Li, Jeffrey A Chan Santiago, Sarinda Dhanesh Samarasinghe +2
To address the larger computation and storage requirements associated with large video datasets, video dataset distillation aims to capture spatial and temporal information in a si…