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agentic decomposition 1food image analysis 1knowledge grounding 1multimodal large language models 1nutrition estimation 1privacy-preserving inference 1

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20242026
most citedMFP3D: Monocular Food Portion Estimation Leveraging 3D Point Clouds

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cs.SE2026

No Test Cases, No Problem: Distillation-Driven Code Generation for Scientific Workflows

Siddeshwar Raghavan, Tanwi Mallick

Existing multi-agent Large Language Model (LLM) frameworks for code generation typically use execution feedback and improve iteratively using Input/Output (I/O) test cases. However…