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"

ambient-tweedie

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

smyrf

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

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-laws

[ICLR 2025]: How much is a noisy image worth? 👀

ambient_utils

Util functions for learning diffusion models from corrupted data

giannisdaras.github.io

Personal website.

figures

slurmify

A minimal python library for handling SLURM jobs

arxiv_template

Person template for LaTeX projects.

Auto-GPT

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

cs228-notes

Course notes for CS228: Probabilistic Graphical Models.

diffusers

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

dps

Diffusion Posterior Sampling Fork

giannisdaras

manim-talks

Personal fork for creating slides for talks.

mistral-infilling

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

papers

ragas

Evaluation framework for your Retrieval Augmented Generation (RAG) pipelines

stable-diffusion

stablediffusion

High-Resolution Image Synthesis with Latent Diffusion Models

stylegan3

talks

toy-diffusion

Toy Diffusion Models

warped_diffusion.github.io