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cs.LG2026
Few-Shot Design Optimization by Exploiting Auxiliary Information
Arjun Mani, Carl Vondrick, Richard Zemel
Many real-world design problems involve optimizing an expensive black-box function , such as hardware design or drug discovery. Bayesian Optimization has emerged as a sample-…
cs.LG2025
MINERVA: Evaluating Complex Video Reasoning
Arsha Nagrani, Sachit Menon, Ahmet Iscen +9
Multimodal LLMs are turning their focus to video benchmarks, however most video benchmarks only provide outcome supervision, with no intermediate or interpretable reasoning steps.…