PDillis

umato

Uniform Manifold Approximation with Two-phase Optimization (IEEE VIS 2022 short)

ConvNeXt

Code release for ConvNeXt model

hyperbolic_representation_learning

The repository for Hyperbolic Representation Learning for Computer Vision, ECCV 2022

geoopt

Riemannian Adaptive Optimization Methods with pytorch optim

big_vision

Official codebase used to develop Vision Transformer, SigLIP, MLP-Mixer, LiT and more.

Poisson_flow

Code for NeurIPS 2022 Paper, "Poisson Flow Generative Models" (PFGM)

book_ros2

GAN-Inversion

[TPAMI 2022] GAN Inversion: A Survey

Transformers-Tutorials

This repository contains demos I made with the Transformers library by HuggingFace.

transfuser

[PAMI'23] TransFuser: Imitation with Transformer-Based Sensor Fusion for Autonomous Driving; [CVPR'21] Multi-Modal Fusion Transformer for End-to-End Autonomous Driving

time-series-transformers-review

A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.

FrEIA

Framework for Easily Invertible Architectures

stable-diffusion

stable-diffusion

A latent text-to-image diffusion model

ml-gmpi

Official PyTorch implementation of GMPI (ECCV 2022, Oral Presentation)

StyleFlow

StyleFlow: Attribute-conditioned Exploration of StyleGAN-generated Images using Conditional Continuous Normalizing Flows (ACM TOG 2021)

self-supervised-audio-reactive

Code for my masters thesis "Self-supervised Audio-reactive Music Video Synthesis"

diffusion_models

A series of tutorial notebooks on denoising diffusion probabilistic models in PyTorch

Pixel-Art-Diffusion

maua

Deep learning toolkit for image, video, and audio synthesis

Tensor-Puzzles

Solve puzzles. Improve your pytorch.

Primitives-PS

Commonality in Natural Images Rescues GANs: Pretraining GANs with Generic and Privacy-free Synthetic Data - Official PyTorch Implementation (CVPR 2022)

deface

Video anonymization by face detection

Processing

Processing sketches

wikiart-image-dataset

We release WikiART Crawler, a python-library to download/process images from WikiART via WikiART API, and two image datasets: `WikiART Face` and `WikiART General`.

geniverse

colab-notebooks

A collection of my machine learning notebooks to run on google colab. Mostly ml art.

self-distilled-internet-photos

kubric

A data generation pipeline for creating semi-realistic synthetic multi-object videos with rich annotations such as instance segmentation masks, depth maps, and optical flow.

DemonRangerOptimizer

Quasi Hyperbolic Rectified DEMON Adam/Amsgrad with AdaMod, Gradient Centralization, Lookahead, iterative averaging and decorrelated Weight Decay