ClockworkShelley

YOLO3D

YOLO 3D Object Detection for Autonomous Driving Vehicle

ect

Consistency Models Made Easy

tsgm

Generation and evaluation of synthetic time series datasets (also, augmentations, visualizations, a collection of popular datasets)

consistency_models

A mini-library for training consistency models.

diffmae-pytorch

unofficial implementation of DiffMAE

edm

Elucidating the Design Space of Diffusion-Based Generative Models (EDM)

CoMoSVC

CoMoSVC: One-Step Consistency Model Based Singing Voice Conversion & Singing Voice Clone

latent-consistency-model

Latent Consistency Models: Synthesizing High-Resolution Images with Few-Step Inference

ctm

INN_eqvi_ENN

This repo contains the official implementation for the ICML 2024 paper Deep Equilibrium Models are Almost Equivalent to Not-so-deep Explicit Models for High-dimensional Gaussian Mixtures.

SDSB

Simplified Diffusion Schrödinger Bridge

S-D-Mamba

Code for "Is Mamba Effective for Time Series Forecasting?"

MG-TSD

The code for the paper "[ICLR'24]MG-TSD: Multi-Granularity Time Series Diffusion Models with Guided Learning Process"

HTV_Trans

Time series forecasting

MambaStock

MambaStock: Selective state space model for stock prediction

Filling-time-series-gaps-using-image-techniques

partial-encoder-decoder

An encoder-decoder framework for learning from incomplete data

ShiftDDPMs

Official PyTorch implementation of ShiftDDPMs (AAAI 2023)

s4

Structured state space sequence models

Awesome-TimeSeries-SpatioTemporal-Diffusion-Model

A survey and paper list of current Diffusion Model for Time Series and SpatioTemporal Data with awesome resources (paper, application, review, survey, etc.).

DiffuASR

[CIKM'23] The official implementation code of DiffuASR.

truncated-diffusion-probabilistic-models

Pytorch implementation of TDPM

denoising-diffusion-gan

Tackling the Generative Learning Trilemma with Denoising Diffusion GANs https://arxiv.org/abs/2112.07804

Ditail

Official implementation for "Diffusion Cocktail: Fused Generation from Diffusion Models"

conditional-flow-matching

TorchCFM: a Conditional Flow Matching library

Bridge-TTS

Official codebase for "Schrodinger Bridges Beat Diffusion Models on Text-to-Speech Synthesis" (https://arxiv.org/abs/2312.03491).

DDBM

PatchTST

An offical implementation of PatchTST: "A Time Series is Worth 64 Words: Long-term Forecasting with Transformers." (ICLR 2023) https://arxiv.org/abs/2211.14730

U-Time

U-Time: A Fully Convolutional Network for Time Series Segmentation

LaST

Code for paper titled "Learning Latent Seasonal-Trend Representations for Time Series Forecasting" in NeurIPS 2022