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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

openpose icon openpose

OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

ornet icon ornet

Online Refinement of Low-level Feature Based Activation Map for Weakly Supervised Object Localization (ICCV 2021)

person_search_demo icon person_search_demo

利用YOLOv3结合行人重识别模型，实现行人的检测识别，查找特定行人

pumpkin-book icon pumpkin-book

《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book

pytorch-gan icon pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

r icon r

record something...

tab icon tab

Think about boundary: Fusing multi-level boundary information for landmark heatmap regression.

visorgpt icon visorgpt

[NeurIPS 2023] Customize spatial layouts for conditional image synthesis models, e.g., ControlNet, using GPT

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