Search Results for author: Hong Mei

Found 4 papers, 1 papers with code

Hot or Cold? Adaptive Temperature Sampling for Code Generation with Large Language Models

1 code implementation6 Sep 2023 Yuqi Zhu, Ge Li, YunFei Zhao, Jia Li, Zhi Jin, Hong Mei

With an analysis of loss distributions of code tokens, we find that code tokens can be divided into two categories: challenging tokens that are difficult to predict and confident tokens that can be easily inferred.

Code Generation

DeepVisualInsight: Time-Travelling Visualization for Spatio-Temporal Causality of Deep Classification Training

no code implementations31 Dec 2021 Xianglin Yang, Yun Lin, Ruofan Liu, Zhenfeng He, Chao Wang, Jin Song Dong, Hong Mei

Moreover, our case study shows that our visual solution can well reflect the characteristics of various training scenarios, showing good potential of DVI as a debugging tool for analyzing deep learning training processes.

Active Learning

Massive Self-Assembly in Grid Environments

no code implementations5 Feb 2021 Wenjie Chu, Wei zhang, Haiyan Zhao, Zhi Jin, Hong Mei

Self-assembly plays an essential role in many natural processes, involving the formation and evolution of living or non-living structures, and shows potential applications in many emerging domains.

Multiagent Systems Distributed, Parallel, and Cluster Computing Robotics

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