2 papers
cs.CL2026
Supportive Token Revealing for Fast Diffusion Language Model Decoding
Giries Abu Ayoub, Mario Barbara, LluÃs Pastor-Pérez +4
Discrete diffusion language models can generate text efficiently by updating multiple masked positions in parallel, but this parallelism introduces a quality-latency trade-off. Agg…
cs.CV2026
Prompts to Summaries: Zero-Shot Language-Guided Video Summarization with Large Language and Video Models
Mario Barbara, Alaa Maalouf
The explosive growth of video data intensified the need for flexible user-controllable summarization tools that operate without training data. Existing methods either rely on domai…