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My name is Xiangtai. I obtained my Ph.D. from Peking University.

I was a research fellow at MMlab@NTU, supervised by Prof. Chen Change Loy.

My published works are on my homepage, and I am open to discussing potential remote collaborations on research. Feel free to contact me via email at [email protected].

I love coding and building universal/larger/efficient models (pure vision and multi-modal large language models).

Moreover, most of my works, including the ones I have profoundly contributed to, are open-sourced on GitHub.

Xiangtai Li's Projects

.tmux icon .tmux

Oh My Tmux! My pretty + versatile configuration that just works (imho the best tmux configuration)

adaboost-byhand icon adaboost-byhand

This repository contains the basic, mulit_boosting and basic bagging implementation

adaptsegnet icon adaptsegnet

Learning to Adapt Structured Output Space for Semantic Segmentation, CVPR 2018 (spotlight)

advsemiseg icon advsemiseg

Adversarial Learning for Semi-supervised Semantic Segmentation, BMVC 2018

alphapose icon alphapose

Real-Time and Accurate Multi-Person Pose Estimation&Tracking System

awesome-3d-gaussian-splatting icon awesome-3d-gaussian-splatting

Curated list of papers and resources focused on 3D Gaussian Splatting, intended to keep pace with the anticipated surge of research in the coming months.

awesome-cheatsheets icon awesome-cheatsheets

超级速查表 - 编程语言、框架和开发工具的速查表,单个文件包含一切你需要知道的东西 :zap:

awesome-courses icon awesome-courses

:books: List of awesome university courses for learning Computer Science!

awesome-nerf icon awesome-nerf

A curated list of awesome neural radiance fields papers

awesome-programming-books icon awesome-programming-books

经典编程书籍大全,涵盖:计算机系统与网络、系统架构、算法与数据结构、前端开发、后端开发、移动开发、数据库、测试、项目与团队、程序员职业修炼、求职面试等

biggan-pytorch icon biggan-pytorch

The author's officially unofficial PyTorch BigGAN implementation.

bsseg icon bsseg

BoundarySqueeze: Image Segmentation as Boundary Squeezing

cae icon cae

This is a PyTorch implementation of “Context AutoEncoder for Self-Supervised Representation Learning"

caffe icon caffe

Caffe: a fast open framework for deep learning.

capsnet icon capsnet

CapsNet (Capsules Net) in Geoffrey E Hinton paper "Dynamic Routing Between Capsules" - State Of the Art

cascadepsp icon cascadepsp

[CVPR2020] CascadePSP: Toward Class-Agnostic and Very High-Resolution Segmentation via Global and Local Refinement

ccnet icon ccnet

CCNet achieves the state-of-the-art performance on Cityscapes and ADE20K.

centernet icon centernet

Object detection, 3D detection, and pose estimation using center point detection:

cgnet icon cgnet

CGNet: A Light-weight Context Guided Network for Semantic Segmentation [arXiv preprint arXiv:1811.08201]

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