autoregressive-models · GitHub Topics

[NeurIPS 2024 Best Paper][GPT beats diffusion🔥] [scaling laws in visual generation📈] Official impl. of "Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction". An *ultr...

auto-regressive-model diffusion-models image-generation transformers autoregressive-models generative-ai generative-model gpt gpt-2 large-language-models vision-transformer neurips

Jupyter Notebook 6.9 k

2 个月前

FoundationVision / Infinity

Infinity ∞ : Scaling Bitwise AutoRegressive Modeling for High-Resolution Image Synthesis

auto-regressive-model autoregressive-models generative-model gpt gpt-2 image-generation text-to-image text-to-image-generation transformers

Python 991

18 天前

pdebench / PDEBench

#计算机科学#PDEBench: An Extensive Benchmark for Scientific Machine Learning

人工智能 benchmark jax 机器学习 PyTorch scientific scientific-computing sciml Simulation 深度学习 fluid-dynamics neural-networks neural-operators partial-differential-equations autoregressive-models

Python 846

1 个月前

baaivision / NOVA

[ICLR 2025] Autoregressive Video Generation without Vector Quantization

autoregressive-models diffusion-models image-generation video-generation

Python 394

15 天前

lxa9867 / ImageFolder

[ICLR25] High-performance Image Tokenizers for VAR and AR

autoregressive-models diffusion-models image-generation large-language-model vision-transformer

Python 206

1 个月前

Yi-Shi94 / AMDM

Interactive Character Control with Auto-Regressive Motion Diffusion Models

autoregressive-models character-animation diffusion-models PyTorch computer-graphics generative-models motion-synthesis interactive-visualizations

Python 146

5 个月前

WangHelin1997 / SSR-Speech

SSR-Speech: Towards Stable, Safe and Robust Zero-shot Speech Editing and Synthesis

text-to-speech zero-shot-learning autoregressive-models

Python 125

2 个月前

fajieyuan / WSDM2019-nextitnet

Generative model for sequential recommendation based on Convolution Neural Networks (CNN))

cnn convolutional-neural-networks generative-model sequential-recommendation session-based autoregressive autoregressive-models convolutional-neural-network

Python 110

1 年前

FoundationVision / UniTok

A Unified Tokenizer for Visual Generation and Understanding

autoregressive-models generative generative-ai generative-model image-generation large-language-models text-to-image Parsing

Python 92

13 天前

FoundationVision / Liquid

Liquid: Language Models are Scalable and Unified Multi-modal Generators

generative generative-ai llms text-to-image text-to-image-generation autoregressive-models large-language-models multimodal-large-language-models

12 天前

raymin0223 / fast_robust_early_exit

#自然语言处理#Fast and Robust Early-Exiting Framework for Autoregressive Language Models with Synchronized Parallel Decoding (EMNLP 2023 Long)

autoregressive-models efficient-inference 自然语言处理 llms

Python 56

5 个月前

imagination-research / distilled-decoding

[ICLR 2025] Distilled Decoding 1: One-step Sampling of Image Auto-regressive Models with Flow Matching

autoregressive-models distillation

1 个月前

absaw / DDM_Timeseries_Forecast

#时序数据库#Autoregressive Denoising Diffusion Models for Multivariate Probabilistic Time Series to benchmark datasets from different domains

autoregressive-models forecasting time-series diffusion-models time-series-analysis

Jupyter Notebook 34

2 年前

ermongroup / fast_feedforward_computation

Official code for "Accelerating Feedforward Computation via Parallel Nonlinear Equation Solving", ICML 2021

rnn densenet autoregressive-models acceleration numerical-methods

Jupyter Notebook 27

3 年前

pagegitss / UAE

#计算机科学#A Unified Deep Model of Learning from both Data and Queries for Cardinality Estimation

机器学习 autoregressive-models 深度学习

Python 27

3 年前

AndyShih12 / LongHorizonTemperatureScaling

PyTorch implementation for "Long Horizon Temperature Scaling", ICML 2023

autoregressive-models calibration language-model

Python 20

2 年前

JosefAlbers / Aggressor

#计算机科学#Ultra-minimal autoregressive diffusion model for image generation

人工智能 audio-generation autoregressive autoregressive-models 深度学习 diffusion diffusion-models image-generation MLX tts

Python 18

5 个月前

StefanHeng / Symbolic-Music-Generation

#自然语言处理#Symbolic music generation taking inspiration from NLP and human composition process

自然语言处理 representation-learning music-generation MIDI transformer autoregressive-models transformer-xl reformer

Python 17

2 年前

msikorski93 / Forecasting-Inflation-Rates-of-Poland

Recently inflation is a popular topic in Poland and is highest since 2001. Experts presume inflation in Poland should continue to rise, and by the end of 2021 it will be close to 8%. This notebook aim...

autoregressive-models time-series-forecasting cnn lstm Tensorflow

Jupyter Notebook 15

1 年前

AndyShih12 / mac

PyTorch implementation for "Training and Inference on Any-Order Autoregressive Models the Right Way", NeurIPS 2022 Oral, TPM 2023 Best Paper Honorable Mention

autoregressive-models generative-models masked-image-modeling PyTorch

Python 13

2 年前