ML Group @ RUC

EGSDE

Official implementation for "EGSDE: Unpaired Image-to-Image Translation via Energy-Guided Stochastic Differential Equations" (NIPS 2022)

SDE-Drag

MicroDreamer

Official implementation of "MicroDreamer: Zero-shot 3D Generation in ~20 Seconds by Score-based Iterative Reconstruction".

DPT

Official PyTorch implementation for "Diffusion Models and Semi-Supervised Learners Benefit Mutually with Few Labels"

BFN-Solver

Official PyTorch implementation for "Unifying Bayesian Flow Networks and Diffusion Models through Stochastic Differential Equations"

Understanding-GDA

Towards understanding modern generative data augmentation techniques.

Revisiting-Dis-vs-Gen-Classifiers

Official implementation for "Revisiting Discriminative vs. Generative Classifiers: Theory and Implications".

BigModelPapers

A collection of some large model papers.

DPT-demo

Reg-ADA

Reg-ADA - Official PyTorch implementation of DEEP GENERATIVE MODELING ON LIMITED DATA WITH REGULARIZATION BY NONTRANSFERABLE PRE-TRAINED MODELS, ICLR 2023.

Reg-ADA-APA

Reg-ADA-APA - Official PyTorch implementation

SDE-Drag-demo