Implementation of DiffDock: Diffusion Steps, Twists, and Turns for Molecular Docking

The repo for studying and sharing diffusion models.

Collecting research materials on energy/entropy based models

Official Repository of the paper "Trajectory Consistency Distillation"

Official PyTorch implementation of the paper Progressive Deblurring of Diffusion Models for Coarse-to-Fine Image Synthesis.

Code for "Optimal Transport-Guided Conditional Score-Based Diffusion Model (NeurIPS, 8,7,7,6)"

Codes accompanying the paper "Score Regularized Policy Optimization through Diffusion Behavior" (ICLR 2024).

Official Implementation of the paper: A Complete Recipe for Diffusion Generative Models

Deterministic particle dynamics for simulating Fokker-Planck probability flows

Repository for Deterministic Particle Flow Control framework

🌟 Align diffusion processes with detailed human preferences to improve machine learning models for richer, more accurate outputs.

Score-Based Generative Modeling on CelebA: High-fidelity face generation using subVP SDEs

A comprehensive collection of implementations for Deep Generative Models, including VAEs, Normalizing Flows, CycleGAN, EBMs, Score-Based Models, Diffusion (DDPM/DDIM), and Flow Matching. Features applications in Anomaly Detection, Disentanglement, Style Transfer, Subject-Driven Generation (DreamBooth), and Financial Time Series Synthesis.

Code for my Bachelor thesis on Semantic Image Synthesis with Score-Based Generative Models

🤖 Notes, assignments & projects for CS-844 Generative Deep Models — NUST CEME. Topics: Autoregressive Models, VAEs, GANs, Diffusion, Score-Based Models, LLMs & CLIP. Built with Python · PyTorch.

Practicing deep learning

Empirical comparison of WGAN-GP vs Score-Based Generative Models on 2D distributions. PyTorch.

[IEEE Access] Large Deviation Analysis for Hypothesis Testing for Score based Models

[ECE NTUA] 🎓 Diploma Thesis - Compressed Sensing MRI using Score-based Implicit Model (2022)