lukemelas

EfficientNet-PyTorch

A PyTorch implementation of EfficientNet

PyTorch-Pretrained-ViT

Vision Transformer (ViT) in PyTorch

realfusion

do-you-even-need-attention

Is the attention layer even necessary? (https://arxiv.org/abs/2105.02723)

deep-spectral-segmentation

[CVPR 2022] Deep Spectral Methods: A Surprisingly Strong Baseline for Unsupervised Semantic Segmentation and Localization

projection-conditioned-point-cloud-diffusion

Official code for "Projection-Conditioned Point Cloud Diffusion for Single-Image 3D Reconstruction"

pytorch-pretrained-gans

Pretrained GANs in PyTorch: StyleGAN2, BigGAN, BigBiGAN, SAGAN, SNGAN, SelfCondGAN, and more

image-paragraph-captioning

[EMNLP 2018] Training for Diversity in Image Paragraph Captioning

unsupervised-image-segmentation

[ICLR 2022] Finding an Unsupervised Image Segmenter in each of your Deep Generative Models

simple-bert

A simple PyTorch implementation of BERT, complete with pretrained models and training scripts.

pixmatch

fixed-point-diffusion-models

mtob

lukemelas.github.io

CS-282-Project

CS 282 Project

lukemelas.github.io-src

CS-222-Fall-2018

Problem sets from CS 222 Fall 2018

CS-222-Project

CS 222 Project

CS-244-Project

Like blockchain but deeper

CS-282-Fall-2018

Problem sets from CS 282 Fall 2018

ML_GCN

PyTorch implementation of Multi-Label Image Recognition with Graph Convolutional Networks, CVPR 2019.

sdfstudio

A Unified Framework for Surface Reconstruction

tada

A repository for translation as data augmentation

ADVENT

Adversarial Entropy Minimization for Domain Adaptation in Semantic Segmentation

DSSLIC

DSSLIC: Deep Semantic Segmentation-based Layered Image Compression

freshlygenerated

Code for freshlygenerated.com: a website that uses GPT-2 to generate fun recipes for home cooks to experiment with!

grover

Code for Defending Against Neural Fake News, https://rowanzellers.com/grover/

mt-cgcnn

Integrating Crystal Graph Convolutional Neural Network with Multitask Learning for Material Property Prediction

signed-distance-SRN

SDF-SRN: Learning Signed Distance 3D Object Reconstruction from Static Images 🎯 (NeurIPS 2020)

stylegan2-ada-pytorch-1

StyleGAN2-ADA - Official PyTorch implementation