Giannis Daras

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".

ambient-omni. [NeurIPS 2025, Spotlight]: Ambient-o: Training Good models with Bad Data.

spaCyIRL_slides. Slides from my talk on spaCy IRL, regarding sparse attention.

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

ntua-lambda. This repository expects to be a place to find code/resources/examples and more, related to the NTUA lambda flow.

thinc. 🔮 spaCy's Machine Learning library for NLP in Python

ambient-laws. [ICLR 2025]: How much is a noisy image worth? 👀

ambient-utils. Implementation of functions related to the Ambient diffusion family of papers.

TedxNtua2018. This repository hosts the TEDx NTUA 2018 website

2019_coding_goals. A list of goals for an interesting coding year

Machine-Learning-With-Python. This repository contains implementations of popular machine learning classifiers in python. It also uses libraries such as scikit-learn for testing the behavior of those implementations in popular datasets.

ratle-website. Code for the website of Ratle startup. Wait less, shop more! Happy shopping :)

ntua-stochastic-processes. Stohastic processes course of National Technical University of Athens.

spaCy. 💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython

Celeste. Smarthome prototype. Uses machine learning to adjust home behavior based on the current home user.

slides. Python

tedxntua2019. Website for the TEDxNTUA 2019 event

giannisdaras.github.io. Personal website.

figures.

tensor2tensor. Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

lazynlp. Library to scrape and clean web pages to create massive datasets.

pytorch-for-numpy-users. PyTorch for Numpy users.

codejam2018. Attempts and solutions to codejam problems 2018.

slurmify. A minimal python library for handling SLURM jobs

Greek2Latex. Greek2Latex is a converter of greek text to the equivalent text-commands for latex. When you need to type a greek text inside latex math mode that is the best solution!

inverse. Python

stylegan2-pytorch. Simplest working implementation of Stylegan2 in Pytorch

PresentPerfect. Social networking Android application for presents exchange!

python-lab. Preparatory Lab for NTUA Pattern Recognition and Speech and Language Processing