somepago

saint

The official PyTorch implementation of recent paper - SAINT: Improved Neural Networks for Tabular Data via Row Attention and Contrastive Pre-Training

DCR

Official Pytorch repo of CVPR'23 and NeurIPS'23 papers on understanding replication in diffusion models.

dbViz

The official PyTorch implementation - Can Neural Nets Learn the Same Model Twice? Investigating Reproducibility and Double Descent from the Decision Boundary Perspective (CVPR'22).

AMA

The official codebase for Unsupervised Anomaly Detection with Adversarial Mirrored AutoEncoders paper (UAI'21).

releasing-research-code

Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)

oldwebsite

✨ Build a beautiful and simple website in literally minutes. Demo at https://beautifuljekyll.com

somepago.github.io

ff_analysis

fugue

Prioritizing and characterizing functionally relevant genes across human tissues

mae_semisupervised

dbplate

diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch

dino

PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO

gene_tissue_function

My work on gene essentiality in tissues

generative_inpainting

DeepFill v1/v2 with Contextual Attention and Gated Convolution, CVPR 2018, and ICCV 2019 Oral

multigrain

Code for "MultiGrain: a unified image embedding for classes and instances"

papers

PyTorch-GAN

PyTorch implementations of Generative Adversarial Networks.

summerofmlcode21

SupContrast

PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)

vit_analysis