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autoregressive-models

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FoundationVision /VAR

[NeurIPS 2024 Best Paper Award][GPT beats diffusion🔥] [scaling laws in visual generation📈] Official impl. of "Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction". An *ultra-simple, user-friendly yet state-of-the-art* codebase for autoregressive image generation!

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

UpdatedNov 10, 2025
Jupyter Notebook

FoundationVision /Infinity

[CVPR 2025 Oral]Infinity ∞ : Scaling Bitwise AutoRegressive Modeling for High-Resolution Image Synthesis

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

UpdatedNov 10, 2025
Python

pdebench /PDEBench

PDEBench: An Extensive Benchmark for Scientific Machine Learning

benchmark machine-learning ai deep-learning simulation pytorch scientific-computing neural-networks scientific partial-differential-equations fluid-dynamics jax navier-stokes-equations sciml autoregressive-models physics-informed-neural-networks neural-operators

UpdatedMay 15, 2025
Python

FoundationVision /InfinityStar

[NeurIPS 2025 Oral]Infinity⭐️: Uniﬁed Spacetime AutoRegressive Modeling for Visual Generation

generative-model video-generation autoregressive-models visual-generation

UpdatedNov 27, 2025
Python

Liquid

FoundationVision /Liquid

(Accepted by IJCV) Liquid: Language Models are Scalable and Unified Multi-modal Generators

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

UpdatedNov 10, 2025
Python

baaivision /NOVA

[ICLR 2025] Autoregressive Video Generation without Vector Quantization

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

UpdatedOct 29, 2025
Python

FoundationVision /UniTok

[NeurIPS 2025 Spotlight] A Unified Tokenizer for Visual Generation and Understanding

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

UpdatedNov 14, 2025
Python

zhao-kun /VibeVoiceFusion

A complete full-stack voice generation solution with an intuitive user interface, project management, and advanced VRAM optimization features

web language-model fine-tuning autoregressive-models aigc vramsaving vibevoice

UpdatedDec 18, 2025
Python

nv-tlabs /ATISS

Code for "ATISS: Autoregressive Transformers for Indoor Scene Synthesis", NeurIPS 2021

autoregressive-models scene-synthesis generative-ai layout-generation

UpdatedOct 23, 2023
Python

lxa9867 /ImageFolder

High-performance Image Tokenizers for VAR and AR

image-generation product-quantization diffusion-models semantic-tokenizer conditional-generation autoregressive-models vision-transformer large-language-model image-tokenizer efficient-tokenizer

UpdatedApr 25, 2025
Python

Yi-Shi94 /AMDM

Interactive Character Control with Auto-Regressive Motion Diffusion Models

computer-graphics pytorch interactive-visualizations generative-models character-animation motion-synthesis diffusion-models autoregressive-models siggraph2024 realtime-planning

UpdatedOct 26, 2024
Python

WangHelin1997 /SSR-Speech

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

text-to-speech audio-codec zero-shot-learning autoregressive-models speech-edit

UpdatedJan 1, 2025
Python

showlab /D-AR

the official repo for "D-AR: Diffusion via Autoregressive Models"

diffusion-models autoregressive-models llms

UpdatedJun 21, 2025
Python

XianfengWu01 /LightGen

An Efficient Text-to-Image Generation Pretrain Pipeline

image-generation image-generator diffusion text2image autoregressive-models aigc genai aigc2d

UpdatedApr 18, 2025
Python

fajieyuan /WSDM2019-nextitnet

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

cnn generative-model convolutional-neural-networks convolutional-neural-network autoregressive session-based sequential-recommendation session-based-recommendation-system autoregressive-models next-token-prediction generative-recommendation generative-sequential-recommendation sequential-recommender

UpdatedMar 28, 2024
Python

MILab-PKU /MVAR

Offical implementation of "Auto-Regressively Generating Multi-View Consistent Images". (ICCV 2025)

multiview autoregressive-models 3dgeneration

UpdatedJul 26, 2025
Python

raymin0223 /fast_robust_early_exit

Fast and Robust Early-Exiting Framework for Autoregressive Language Models with Synchronized Parallel Decoding (EMNLP 2023 Long)

nlp efficient-inference early-exiting autoregressive-models llms

UpdatedSep 28, 2024
Python

FoundationVision /BitVAE

official training and inference code of bitwise tokenizer

vae image-generation vqvae autoregressive-models image-tokenizer

UpdatedMay 18, 2025
Python

imagination-research /distilled-decoding

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

var distillation autoregressive-models llamagen image-ar-models distilled-decoding

UpdatedApr 21, 2025

absaw /DDM_Timeseries_Forecast

Autoregressive Denoising Diffusion Models for Multivariate Probabilistic Time Series to benchmark datasets from different domains

time-series forecasting time-series-analysis diffusion-models covid-dataset autoregressive-models denoising-diffision-probabalistic-models hospital-dataset

UpdatedApr 28, 2023
Jupyter Notebook

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