Article

LLM as a Neural Architect: Controlled Generation of Image Captioning Models Under Strict API Contracts

2025-12-09

Abstract excerpt

Neural architecture search (NAS) traditionally requires significant human expertise or automated trial-and-error to design deep learning models. We present NN-Caption, an LLM-guided neural architecture search pipeline that generates runnable image-captioning models by composing CNN encoders from LEMUR’s classification backbones with sequence decoders (LSTM/GRU/Transformer) under a strict Net API [1,2]. Using DeepS...

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Literature Corpus work: b628c2db-6fff-5281-b364-f33f81ec3567
DOI: 10.20944/preprints202512.0778.v1

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