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Film: Visual reasoning with a general conditioning layer

2 Pith papers cite this work. Polarity classification is still indexing.

2 Pith papers citing it

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cs.CV 1 cs.RO 1

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2026 2

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UNVERDICTED 2

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Agentic Discovery with Active Hypothesis Exploration for Visual Recognition

cs.CV · 2026-04-14 · unverdicted · novelty 6.0

HypoExplore uses LLMs for hypothesis-driven evolutionary search with a Trajectory Tree and Hypothesis Memory Bank to discover lightweight vision architectures, reaching 94.11% accuracy on CIFAR-10 from an 18.91% baseline and generalizing to other datasets including state-of-the-art on MedMNIST.

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