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I am a full-time deep learning scientist focusing on computer vision and generative modeling. FYI, I'm also a sneakerhead and love designing new colorways with my expertise in generative computer vision algorithms.

Bin Liu's Projects

cdsa2022_compcourse icon cdsa2022_compcourse

This is the repository used for course materials in CDSA 2022 Computational Courses

d2l-en icon d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

dwpose icon dwpose

Official implementation of the paper "Effective Whole-body Pose Estimation with Two-stages Distillation"

everythingfromscratch icon everythingfromscratch

This is the repository to build everything from scratch to fully understand the basic idea or structure behind all those inetersting topics in various deep learning fields.

foolbox icon foolbox

Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, Keras, …

human-pose-estimation icon human-pose-estimation

This repository implements a demo of the Human pose estimation via Convolutional Part Heatmap Regression paper.

imgclsmob icon imgclsmob

Sandbox for training convolutional networks for computer vision

ip-adapter icon ip-adapter

The image prompt adapter is designed to enable a pretrained text-to-image diffusion model to generate images with image prompt.

iqnet-v1 icon iqnet-v1

Trained iQNet-V1 models with HST and HST+SDSS training spectra

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