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VAR FoundationVision

450

7.1k

mit

101

[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...

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

Created 2024-04-01

58 commits to main branch, last one 3 days ago

Infinity FoundationVision

45

1.0k

mit

22

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

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

Created 2024-11-29

38 commits to main branch, last one about a month ago

PDEBench pdebench

101

854

other

16

PDEBench: An Extensive Benchmark for Scientific Machine Learning

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

Created 2022-06-02

151 commits to main branch, last one 2 months ago

NOVA baaivision

11

424

apache-2.0

9

[ICLR 2025] Autoregressive Video Generation without Vector Quantization

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

Created 2024-12-16

61 commits to main branch, last one 6 days ago

Liquid FoundationVision

23

290

mit

19

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

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

Created 2024-12-12

10 commits to main branch, last one a day ago

ImageFolder lxa9867

5

228

other

9

High-performance Image Tokenizers for VAR and AR

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

Created 2024-09-29

36 commits to main branch, last one a day ago

UniTok FoundationVision

5

212

mit

5

A Unified Tokenizer for Visual Generation and Understanding

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

Created 2025-02-27

11 commits to main branch, last one 23 days ago

9

151

bsd-3-clause

4

Interactive Character Control with Auto-Regressive Motion Diffusion Models

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

Created 2024-07-31

36 commits to main branch, last one 5 months ago

SSR-Speech WangHelin1997

13

128

mit

8

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

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

Created 2024-08-06

205 commits to main branch, last one 2 months ago

WSDM2019-nextitnet fajieyuan

29

111

mit

1

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

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

Created 2018-11-30

148 commits to master branch, last one 12 months ago

LightGen XianfengWu01

3

88

mit

6

An Efficient Text-to-Image Generation Pretrain Pipeline

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

Created 2025-03-10

13 commits to main branch, last one 6 days ago

fast_robust_early_exit raymin0223

7

57

unknown

2

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

nlp llms early-exiting efficient-inference autoregressive-models

Created 2023-06-26

19 commits to main branch, last one 5 months ago

distilled-decoding imagination-research

2

41

unknown

8

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

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

Created 2024-12-12

5 commits to main branch, last one about a month ago

DDM_Timeseries_Forecast absaw

3

36

unknown

2

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

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

Created 2023-04-10

12 commits to main branch, last one about a year ago