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Hi there, I'm Jinheng Xie. 👋

  • 🌱 I'm Jinheng Xie, a PhD student at National University of Singapore, working with Professor Mike Shou.
  • ❤️ My research interests focus on computer vision. Specifically, I was enthusiastically working on label-efficient learning of scene understanding (object localization and segmentation in un/weakly-supervised manners). Currently, I'm working on exploring multi-modal pre-training and generation like generative pre-training and text-to-image generation.
  • ❤️ I'm currently serving as a reviewer for TPAMI (IEEE Transactions on Pattern Analysis and Machine Intelligence), IJCV (International Journal of Computer Vision), AAAI and CVPR.

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Jinheng Xie's Projects

.github icon .github

Community health files for the @GitHub organization

algorithm_interview_notes-chinese icon algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/自然语言处理(NLP)/深度学习(Deep Learning)/机器学习(Machine Learning)/C/C++/Python/面试笔记

atrouspose icon atrouspose

real time multi-person pose estimation based on atrous convolution(abandoned)

conv_arithmetic icon conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

deeplearning.ai-summary icon deeplearning.ai-summary

This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed every little bit of the course hope you enjoy my notes too.

imageprocessing100wen icon imageprocessing100wen

「画像処理100本ノック」中文版本!为图像处理初学者设计的 100 个问题。

interpretability-by-parts icon interpretability-by-parts

Code repository for "Interpretable and Accurate Fine-grained Recognition via Region Grouping", CVPR 2020 (Oral)

learnable-triangulation-pytorch icon learnable-triangulation-pytorch

This repository is an official PyTorch implementation of the paper "Learnable Triangulation of Human Pose" (ICCV 2019, oral). Proposed method archives state-of-the-art results in multi-view 3D human pose estimation!

markdown-licenses icon markdown-licenses

A collection of open source licenses in Markdown format. Contributions are always welcome!

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