lukemelas
I'm a PhD student and Rhodes Scholar at Oxford University. I'm always open to collaborate on interesting projects!
Oxford UniversityOxford, UK
Pinned Repositories
Automatic-Image-Colorization
Automatic image colorization with a deep convolutional neural network
deep-spectral-segmentation
[CVPR 2022] Deep Spectral Methods: A Surprisingly Strong Baseline for Unsupervised Semantic Segmentation and Localization
do-you-even-need-attention
Is the attention layer even necessary? (https://arxiv.org/abs/2105.02723)
EfficientNet-PyTorch
A PyTorch implementation of EfficientNet
image-paragraph-captioning
[EMNLP 2018] Training for Diversity in Image Paragraph Captioning
projection-conditioned-point-cloud-diffusion
Official code for "Projection-Conditioned Point Cloud Diffusion for Single-Image 3D Reconstruction" (CVPR 2023)
pytorch-pretrained-gans
Pretrained GANs in PyTorch: StyleGAN2, BigGAN, BigBiGAN, SAGAN, SNGAN, SelfCondGAN, and more
PyTorch-Pretrained-ViT
Vision Transformer (ViT) in PyTorch
realfusion
Official code for "RealFusion: 360° Reconstruction of Any Object from a Single Image" (CVPR 2023)
unsupervised-image-segmentation
[ICLR 2022] Finding an Unsupervised Image Segmenter in each of your Deep Generative Models
lukemelas's Repositories
lukemelas/EfficientNet-PyTorch
A PyTorch implementation of EfficientNet
lukemelas/PyTorch-Pretrained-ViT
Vision Transformer (ViT) in PyTorch
lukemelas/realfusion
Official code for "RealFusion: 360° Reconstruction of Any Object from a Single Image" (CVPR 2023)
lukemelas/do-you-even-need-attention
Is the attention layer even necessary? (https://arxiv.org/abs/2105.02723)
lukemelas/deep-spectral-segmentation
[CVPR 2022] Deep Spectral Methods: A Surprisingly Strong Baseline for Unsupervised Semantic Segmentation and Localization
lukemelas/projection-conditioned-point-cloud-diffusion
Official code for "Projection-Conditioned Point Cloud Diffusion for Single-Image 3D Reconstruction" (CVPR 2023)
lukemelas/pytorch-pretrained-gans
Pretrained GANs in PyTorch: StyleGAN2, BigGAN, BigBiGAN, SAGAN, SNGAN, SelfCondGAN, and more
lukemelas/image-paragraph-captioning
[EMNLP 2018] Training for Diversity in Image Paragraph Captioning
lukemelas/unsupervised-image-segmentation
[ICLR 2022] Finding an Unsupervised Image Segmenter in each of your Deep Generative Models
lukemelas/fixed-point-diffusion-models
lukemelas/simple-bert
A simple PyTorch implementation of BERT, complete with pretrained models and training scripts.
lukemelas/pixmatch
lukemelas/mtob
lukemelas/lukemelas.github.io
lukemelas/CS-282-Project
CS 282 Project
lukemelas/lukemelas.github.io-old-src
lukemelas/CS-222-Fall-2018
Problem sets from CS 222 Fall 2018
lukemelas/CS-222-Project
CS 222 Project
lukemelas/CS-244-Project
Like blockchain but deeper
lukemelas/CS-282-Fall-2018
Problem sets from CS 282 Fall 2018
lukemelas/ML_GCN
PyTorch implementation of Multi-Label Image Recognition with Graph Convolutional Networks, CVPR 2019.
lukemelas/sdfstudio
A Unified Framework for Surface Reconstruction
lukemelas/tada
A repository for translation as data augmentation
lukemelas/ADVENT
Adversarial Entropy Minimization for Domain Adaptation in Semantic Segmentation
lukemelas/DSSLIC
DSSLIC: Deep Semantic Segmentation-based Layered Image Compression
lukemelas/freshlygenerated
Code for freshlygenerated.com: a website that uses GPT-2 to generate fun recipes for home cooks to experiment with!
lukemelas/grover
Code for Defending Against Neural Fake News, https://rowanzellers.com/grover/
lukemelas/mt-cgcnn
Integrating Crystal Graph Convolutional Neural Network with Multitask Learning for Material Property Prediction
lukemelas/signed-distance-SRN
SDF-SRN: Learning Signed Distance 3D Object Reconstruction from Static Images 🎯 (NeurIPS 2020)
lukemelas/stylegan2-ada-pytorch-1
StyleGAN2-ADA - Official PyTorch implementation