ML Group @ RUC

BFN-Solver

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

BigModelPapers

A collection of some large model papers.

DPT

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

EGSDE

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

MicroDreamer

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

RADD

Official PyTorch implementation for "Your Absorbing Discrete Diffusion Secretly Models the Conditional Distributions of Clean Data"

Revisiting-Dis-vs-Gen-Classifiers

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

SDE-Drag

SMDM

Understanding-GDA

Towards understanding modern generative data augmentation techniques.

ML-GSAI/EGSDE

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

ML-GSAI/MicroDreamer

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

ML-GSAI/SDE-Drag

ML-GSAI/DPT

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

ML-GSAI/SMDM

ML-GSAI/BFN-Solver

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

ML-GSAI/RADD

Official PyTorch implementation for "Your Absorbing Discrete Diffusion Secretly Models the Conditional Distributions of Clean Data"

ML-GSAI/Understanding-GDA

Towards understanding modern generative data augmentation techniques.

ML-GSAI/Revisiting-Dis-vs-Gen-Classifiers

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

ML-GSAI/BigModelPapers

A collection of some large model papers.

ML-GSAI/DPT-demo

ML-GSAI/MesaOpt-AR-Transformer

Official implementation for NeurIPS 2024 paper "On Mesa-Optimization in Autoregressively Trained Transformers: Emergence and Capability".

ML-GSAI/PoseCrafter-demo

ML-GSAI/Reg-ADA

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

ML-GSAI/Reg-ADA-APA

Reg-ADA-APA - Official PyTorch implementation

ML-GSAI/SDE-Drag-demo