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Name: Limber Cheng

Type: User

Bio: D.Phil@Oxford CS working on Application of Representation Learning

Location: Oxford, UK

Blog: https://www.cs.ox.ac.uk/people/zehua.cheng/

👋 This is Zehua Cheng

I am a D.Phil candidate in Computer Science at the University of Oxford, doing interdisciplinary research between Artificial Intelligence and Drug Discovery, supervised by Professor Thomas Lukasiewicz in Intelligent Systems Lab. Currently I am working on building a cross-institutional, large-scale distributed machine learning system. I am working closely with many prominent medical institutions, such as Peking Union Medical College Hospital, Tsinghua Changgeng Hospital, etc. This system aimed to streamline the diagnostic process across these disparate facilities, thereby fostering greater collaboration and information sharing in a highly secure environment.

Selected Awards

First Prize at ACM. MM GrandChallenge in Multi-Modal Video Identification Track in 2019
First Prize at AWS Self-driving car racing challenge in 2021
International Joint Conference on Artificial Intelligence (IJCAI 2022) Travel Grant
Third Prize at NeurIPS 2023: Open Catalyst Challenge

Contact me

[email protected]

Limber Cheng's Projects

limberencecheng.github.io

linear-algebra

复习下线性代数，试着实现一个线性代数python库

lm-finetune-best-practice

machine-learning-mindmap

A mindmap summarising Machine Learning concepts, from Data Analysis to Deep Learning.

machine_learning_pro

Machine Learning Project

mactex-zh-support-template

MacTeX is All You Need.

marian

Fast Neural Machine Translation in C++

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

mcts_intro

Simple Monte Carlo Tree Search

mercari-price-suggestion-challenge

Kaggle Mercari Price Suggestion Challenge

mindspore

MindSpore is a new open source deep learning training/inference framework that could be used for mobile, edge and cloud scenarios.

minigo

An open-source implementation of the AlphaGoZero algorithm

mit6.0002

mit6.s096

ml_stanford

mmdetection

Open MMLab Detection Toolbox and Benchmark

mmdnn

MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, Keras, MXNet, Tensorflow, CNTK and PyTorch.

moltrans

MolTrans: Molecular Interaction Transformer for Drug Target Interaction Prediction (Bioinformatics)

monai

AI Toolkit for Healthcare Imaging

music-generation-with-dl

Resources on Music Generation with Deep Learning

nasa-sample-return-challenge

nemo

NeMo: a toolkit for conversational AI

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

nndetection

nnDetection is a self-configuring framework for 3D (volumetric) medical object detection which can be applied to new data sets without manual intervention. It includes guides for 12 data sets that were used to develop and evaluate the performance of the proposed method.

nnml-coursera

Coursera Course NNML by G. Hinton

notebooks

Notebooks using the Hugging Face libraries 🤗

oh-my-zsh

A delightful community-driven (with 1,000+ contributors) framework for managing your zsh configuration. Includes 200+ optional plugins (rails, git, OSX, hub, capistrano, brew, ant, php, python, etc), over 140 themes to spice up your morning, and an auto-update tool so that makes it easy to keep up with the latest updates from the community.

limberc Goto Github PK

👋 This is Zehua Cheng

Contact me

Limber Cheng's Projects

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