This is your work, valued

San Francisco, CA

Luke Melas-Kyriazi

Elite
@lukemelas

Building @getcursor. Previously Rhodes Scholar and a PhD student at Oxford University. Always open to meeting interesting people!

lukemelas.github.io/

EfficientNet-PyTorch. A PyTorch implementation of EfficientNet

8.2k

PyTorch-Pretrained-ViT. Vision Transformer (ViT) in PyTorch

853

realfusion. Official code for "RealFusion: 360° Reconstruction of Any Object from a Single Image" (CVPR 2023)

564

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

485

deep-spectral-segmentation. [CVPR 2022] Deep Spectral Methods: A Surprisingly Strong Baseline for Unsupervised Semantic Segmentation and Localization

239

projection-conditioned-point-cloud-diffusion. Official code for "Projection-Conditioned Point Cloud Diffusion for Single-Image 3D Reconstruction" (CVPR 2023)

215

pytorch-pretrained-gans. Pretrained GANs in PyTorch: StyleGAN2, BigGAN, BigBiGAN, SAGAN, SNGAN, SelfCondGAN, and more

143

Automatic-Image-Colorization. Automatic image colorization with a deep convolutional neural network

119

image-paragraph-captioning. [EMNLP 2018] Training for Diversity in Image Paragraph Captioning

91

unsupervised-image-segmentation. [ICLR 2022] Finding an Unsupervised Image Segmenter in each of your Deep Generative Models

79

fixed-point-diffusion-models. Python

59

mtob. Shell

48

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

44

pixmatch. Python

38

Poker-Bot-with-Genetic-Algorithms. A final project for Math 153 (Evolutionary Dynamics) at Harvard University

24

Machine-Translation. Machine translation with recurrent neural networks

7

lukemelas.github.io. TypeScript

3

CS-282-Project. CS 282 Project

2

lukemelas.github.io-old-src. HTML

2

1000-Genomes-Project-Analysis. An analysis of the 1000 Genomes Project in PyTorch

2

Language-Modeling. Language modeling on the Penn Treebank dataset

2

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

1

CS-244-Project. Like blockchain but deeper

1

CS-222-Project. CS 222 Project

1

CS-222-Fall-2018. Problem sets from CS 222 Fall 2018

1

CS-282-Fall-2018. Problem sets from CS 282 Fall 2018

1

tada. A repository for translation as data augmentation

1

sdfstudio. A Unified Framework for Surface Reconstruction

1