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Fangzhou Mu's Projects

clip icon clip

Contrastive Language-Image Pretraining

examples icon examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

flow-vae icon flow-vae

Variational Autoencoder (VAE) with Normalizing Flows

gfpgan icon gfpgan

GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.

glow icon glow

Code for reproducing results in "Glow: Generative Flow with Invertible 1x1 Convolutions"

gradfeat20 icon gradfeat20

Gradients as Features for Deep Representation Learning

models icon models

Models and examples built with TensorFlow

monodepth icon monodepth

Unsupervised single image depth prediction with CNNs

nice icon nice

PyTorch implementation of NICE

pytorch-maml icon pytorch-maml

A PyTorch implementation of Model Agnostic Meta-Learning (MAML) that faithfully reproduces the results from the original paper.

sgg_from_nls icon sgg_from_nls

Code repository for our paper "Learning to Generate Scene Graph from Natural Language Supervision" in ICCV 2021.

videox icon videox

VideoX: a collection of video cross-modal models

voc-classification icon voc-classification

Train and evaluate VOC 2007 / 2012 image classification models. We used this code to evaluate several feature learning algorithms.

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