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Zekang Yang

2 accepted papers

2025

AutoMMLab: Automatically Generating Deployable Models from Language Instructions for Computer Vision Tasks

AAAI 2025technical

Automated machine learning (AutoML) is a collection of techniques designed to automate the machine learning development process. While traditional AutoML approaches have been successfully applied in several critical steps of model development (e.g. hyperparameter optimization), there lacks a AutoML…

2025

NADER: Neural Architecture Design via Multi-Agent Collaboration

CVPR 2025poster

Designing effective neural architectures poses a significant challenge in deep learning. While Neural Architecture Search (NAS) automates the search for optimal architectures, existing methods are often constrained by predetermined search spaces and may miss critical neural architectures. In this pa…

Cited by 7SourcePDFScholar