Vid2Prog recovers Scratch programs from execution videos via a sound oracle that certifies lens-equivalence with zero false accepts on 246 test pairs and 80% certificate rate for in-vocabulary cases while abstaining outside the vocabulary.
Translation validation for an optimizing compiler,
2 Pith papers cite this work. Polarity classification is still indexing.
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Pith papers citing it
years
2026 2representative citing papers
A certificate-carrying rewriting system for Scratch-like languages uses a trusted checker to verify optimizer rewrites by recomputing preservation conditions, with a Lean-mechanized cooperative-frame refinement theorem covering multiple state families and 94.3% acceptance on 300 projects.
citing papers explorer
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Checked Program Recovery from Execution Video: A Sound Oracle for Untrusted Generators
Vid2Prog recovers Scratch programs from execution videos via a sound oracle that certifies lens-equivalence with zero false accepts on 246 test pairs and 80% certificate rate for in-vocabulary cases while abstaining outside the vocabulary.
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Certificate-Carrying Transformation of Event-Driven Block Programs
A certificate-carrying rewriting system for Scratch-like languages uses a trusted checker to verify optimizer rewrites by recomputing preservation conditions, with a Lean-mechanized cooperative-frame refinement theorem covering multiple state families and 94.3% acceptance on 300 projects.