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Zhiming fan

2 accepted papers

2024

Rethinking Memory and Communication Costs for Efficient Data Parallel Training of Large Language Models

NeurIPS 2024poster

Recently, various strategies for distributed training of large language models (LLMs) have been proposed. By categorizing them into basic strategies and composite strategies, we have discovered that existing basic strategies provide limited options in specific scenarios, leaving considerable room fo…

Cited by 0SourcePDFScholar
2021

Cross-Modal 3D Object Detection and Tracking for Auto-Driving

IROS 2021poster

Detecting and tracking objects in 3D scenes play crucial roles in autonomous driving. Successfully recognizing objects through space and time hinges on a strong detector and a reliable association scheme. Recent 3D detection and tracking approaches widely represent objects as points when associating…

Cited by 50SourceScholar