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Hi there 👋

I am a PhD student in computer vision and machine learning. My current intrests are in transfer learning ( particularly domain adaptation, test time adaptation and active learning) and semantic segmentation.

Junkun Peng's Projects

chinesetxt-regular-data-processing icon chinesetxt-regular-data-processing

The related code function is to process the Chinese txt document, eliminate the unnecessary content, that is, regularization processing, and make simple typesetting. I will give two versions here, one is to divide the data by sentence, and the other is to divide the data by segment.

covid-19 icon covid-19

Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE

eada icon eada

[AAAI 2022] Official Implementation of Active Learning for Domain Adaptation: An Energy-based Approach https://arxiv.org/abs/2112.01406

proda icon proda

Prototypical Pseudo Label Denoising and Target Structure Learning for Domain Adaptive Semantic Segmentation (CVPR 2021)

word-vector-segmentation-of-text icon word-vector-segmentation-of-text

This is a method of segmenting the word vector of the txt text. Before the segmentation, you should perform some data cleaning on the text to ensure that the text after segmentation is highly effective.

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