@article{trimmeranewparadigmforvideosummarization, title = {TRIMMER: A New Paradigm for Video Summarization through Self-Supervised Reinforcement Learning}, author = {Pritam Mishra and Coloma Ballester and Dimosthenis Karatzas}, year = {2026}, eprint = {2605.01659}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.01659}, }