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VAR FoundationVision

472

7.6k

mit

100

[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 about a month ago

Infinity FoundationVision

56

1.2k

mit

24

[CVPR 2025 Oral]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

40 commits to main branch, last one 2 days ago

PDEBench pdebench

103

883

other

17

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 3 months ago

Liquid FoundationVision

30

546

mit

20

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

11 commits to main branch, last one 18 days ago

NOVA baaivision

12

482

apache-2.0

10

[ICLR 2025] Autoregressive Video Generation without Vector Quantization

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

Created 2024-12-16

66 commits to main branch, last one 5 days ago

UniTok FoundationVision

5

263

mit

7

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

16 commits to main branch, last one 11 days ago

ImageFolder lxa9867

5

251

other

8

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

38 commits to main branch, last one a day ago

8

156

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 6 months ago

SSR-Speech WangHelin1997

13

130

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 3 months ago

WSDM2019-nextitnet fajieyuan

29

112

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 about a year ago

LightGen XianfengWu01

5

103

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

14 commits to main branch, last one 8 days ago

fast_robust_early_exit raymin0223

7

59

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 7 months ago

distilled-decoding imagination-research

2

43

unknown

9

[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

6 commits to main branch, last one 5 days 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 2 years ago