A latent text-to-image diffusion model

Implementation of Video Diffusion Models, Jonathan Ho's new paper extending DDPMs to Video Generation - in Pytorch

Google Research

[TPAMI 2023] Multimodal Image Synthesis and Editing: The Generative AI Era

GLIDE: a diffusion-based text-conditional image synthesis model

Reading list for research topics in multimodal machine learning

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

Compute FID scores with PyTorch.

(ෆ`꒳´ෆ) A Survey on Text-to-Image Generation/Synthesis.

Minimal PyTorch implementations of NeRF and pixelNeRF.

[CVPR 2021] CDFI: Compression-Driven Network Design for Frame Interpolation

Taming Transformers for High-Resolution Image Synthesis

A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gan…

[NeurIPS'19] Deep Equilibrium Models

[NeurIPS'20] Multiscale Deep Equilibrium Models

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

A collection of 1000+ survey papers on Natural Language Processing (NLP) and Machine Learning (ML).

A PyTorch implementation of widely-used bicubic interpolation, which is fully compatible with MATLAB.

ECCV2022 - Real-Time Intermediate Flow Estimation for Video Frame Interpolation

Official Pytorch implementation of "Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose", ECCV 2020

Source code for NeurIPS 2020 paper "Meta-Learning with Adaptive Hyperparameters"

Cool Python features for machine learning that I used to be too afraid to use. Will be updated as I have more time / learn more.

NVIDIA's Deep Imagination Team's PyTorch Library

A curated list of neural network pruning resources.

Fast Block Sparse Matrices for Pytorch

DynaVSR: Dynamic Adaptive Blind VideoSuper-Resolution

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training