Celso M de Melo

Researcher, Army Research Laboratory

2 papers at NeurIPS 2025

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Poster Session 5

2 papers

Friday, December 5, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

Bisecle: Binding and Separation in Continual Learning for Video Language Understanding

#4804 · Yue Tan, Xiaoqian Hu, Hao Xue, Celso M de Melo, Flora D. Salim

Aha! - Predicting What Matters Next: Online Highlight Detection Without Looking Ahead

#4609 · Aiden Chang, Celso M de Melo, Stephanie M. Lukin

Aha! enables real-time, autoregressive highlight detection in continuous video using language tasks. Using a VLM and a Dynamic SinkCache for constant memory, it achieves SOTA on benchmarks & shows robotics potential.