giannisdaras

ylg

[CVPR 2020] Official Implementation: "Your Local GAN: Designing Two Dimensional Local Attention Mechanisms for Generative Models".

ilo

[ICML 2021] Official implementation: Intermediate Layer Optimization for Inverse Problems using Deep Generative Models

multires_textual_inversion

[NeurIPS 2022: Score-Based Modeling Workshop] Multiresolution Textual Inversion

ambient-diffusion

[NeurIPS 2023] Official Implementation: "Ambient Diffusion: Learning Clean Distributions from Corrupted Data"

cdm

[NeurIPS 2023] Official Implementation: "Consistent Diffusion Models"

smyrf

[NeurIPS 2020] Official Implementation: "SMYRF: Efficient Attention using Asymmetric Clustering".

ambient-tweedie

[ICML 2024]: Official implementation for the paper: "Consistent Diffusion Meets Tweedie"

sgilo

[ICML 2022] Official implementation of "Score-Guided Intermediate Layer Optimization: Fast Langevin Mixing for Inverse Problems".

multilingual_robustness

[NeurIPS 2022] Multitasking Models are Robust to Structural Failure: A Neural Model for Bilingual Cognitive Reserve

ambient_utils

Util functions for learning diffusion models from corrupted data

giannisdaras.github.io

Personal website.

slides

figures

Auto-GPT

An experimental open-source attempt to make GPT-4 fully autonomous.

Contrastive-Inversion

The official code for the paper "Inverse Problems Leveraging Pre-trained Contrastive Representations" (to appear in NeurIPS 2021).

ddrm

deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

diffusers

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

dm_pix

PIX is an image processing library in JAX, for JAX.

dps

Diffusion Posterior Sampling Fork

ESCHER

giannisdaras

manim_editor

Web Presenter for Mathematical Animations using Manim.

mistral-infilling

Reference implementation of Mistral AI 7B v0.1 model.

papers

score_sde_pytorch

PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

stable-diffusion

stablediffusion

High-Resolution Image Synthesis with Latent Diffusion Models

stylegan3

toy-diffusion

Toy Diffusion Models