Name: Winnie Xu
Type: User
Bio: General Generative Models. UofT CS/Stats/Math '22. Ex- @google-research @cohere-ai @facebookresearch @VectorInstitute
Twitter: winniethexu
Location: Bay Area
Blog: winniexu.ca
I research scalable and principled methods for aligning large generative models. In the past, I worked at FAIR Labs at Meta, Google DeepMind and Stanford AI. I'm a graduate of CS, Math, and Stats at the University of Toronto where I began learning about latent variable models and probabilistic inference at the Vector Institute. I'm open to full-time ML research and engineering roles.
Like my models, I'm still learning (:
pruning-neural-nets
Generating structured sparsity in neural networks using weight and unit pruning techniques.
pytorch-soft-actor-critic
PyTorch implementation of soft actor critic
rbe-toolchain
Docker + Bazel Runs
rules_docker
Rules for building and handling Docker images with Bazel
score_sde
Official code for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)
sequencing-resolution-analysis
Predicting transcription factor binding sites using next-generation sequencing genomic data and Segway.
shape_as_points
[NeurIPS'21] Shape As Points: A Differentiable Poisson Solver
social-bit
A system and visualization tool to track and summarize daily social encounters, i.e. a social "FitBIT".
softlearning
Softlearning is a reinforcement learning framework for training maximum entropy policies in continuous domains. Includes the official implementation of the Soft Actor-Critic algorithm.
squeezedet
A tensorflow implementation for SqueezeDet, a convolutional neural network for object detection.
tensorflow
An Open Source Machine Learning Framework for Everyone
tmux-config
Tmux configuration, that supercharges your tmux to build cozy and cool terminal environment
travellife
tsvtoexcelconverter
variational-mnist
Fitting a recognition model (VAE) to do approximate inference on intractable posteriors of probabilistic models using an ELBO estimator.
xwinxu
hello :)
xwinxu.github.io
Personal Site winniexu.ca
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
Django
The Web framework for perfectionists with deadlines.
Laravel
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
Microsoft
Open source projects and samples from Microsoft.
Google
Google ❤️ Open Source for everyone.
Alibaba
Alibaba Open Source for everyone
D3
Data-Driven Documents codes.
Tencent
China tencent open source team.
