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autoregressive-models

Here are 69 public repositories matching this topic...

FoundationVision / VAR

[NeurIPS 2024 Oral][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

Updated Dec 6, 2024
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

Updated Dec 18, 2024
Python

FoundationVision / Infinity

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

Updated Dec 11, 2024

lxa9867 / ImageFolder

XQ-GAN🚀: An Open-source Image Tokenization Framework for Autoregressive Generation

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

Updated Dec 10, 2024
Python

baaivision / NOVA

NOVA: Autoregressive Video Generation without Vector Quantization

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

Updated Dec 21, 2024
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

Updated Oct 26, 2024
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

Updated Mar 28, 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

Updated Dec 22, 2024
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

Updated Sep 28, 2024
Python

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

Updated Apr 28, 2023
Jupyter Notebook

ermongroup / fast_feedforward_computation

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

acceleration pixelcnn rnn densenet numerical-methods made autoregressive-models icml-2021

Updated Sep 25, 2021
Jupyter Notebook

pagegitss / UAE

A Unified Deep Model of Learning from both Data and Queries for Cardinality Estimation

machine-learning deep-learning monte-carlo-integration cardinality-estimation gumbel-softmax autoregressive-models supervised-autoregressive-models

Updated Oct 8, 2021
Python

AndyShih12 / LongHorizonTemperatureScaling

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

calibration language-model probabilistic-inference temperature-scaling autoregressive-models

Updated May 31, 2023
Python

StefanHeng / Symbolic-Music-Generation

Symbolic music generation taking inspiration from NLP and human composition process

nlp midi transformer music-xml representation-learning music-generation reformer melody-extraction transformer-xl melody-generation transformers-models autoregressive-models transformer-decoder

Updated Jun 28, 2023
Python

JosefAlbers / Aggressor

Ultra-minimal autoregressive diffusion model for image generation

deep-learning artificial-intelligence tts image-generation autoregressive diffusion mlx diffusion-models autoregressive-models audio-generation autoregressive-diffusion

Updated Oct 6, 2024
Python

Forecasting-Inflation-Rates-of-Poland

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 aims to develop a forecasting model for time series using Python.

tensorflow cnn lstm statsmodels time-series-forecasting sarima autoregressive-models inflation-forecasting

Updated Mar 11, 2024
Jupyter Notebook

GregorKobsik / Octree-Transformer

Octree Transformer: Autoregressive 3D Shape Generation on Hierarchically Structured Sequences - CVPRW: StruCo3D, 2023

transformers super-resolution 3d-deep-learning shape-generation transformer-architecture autoregressive-models

Updated Jul 29, 2024
Python

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

pytorch tractable-models generative-models autoregressive-models tractable-inference masked-image-modeling masked-language-modeling any-order-autoregressive-models

Updated May 31, 2023
Python

Graph-COM / LayerDAG

LayerDAG: A Layerwise Autoregressive Diffusion Model of Directed Acyclic Graphs

pytorch generative-model intermediate-representation graph-generation directed-acyclic-graph graph-neural-networks dataflows synthetic-data-generation autoregressive-models ddpm

Updated Nov 9, 2024
Python

svjack / GLM-Open-Dialogue

A enhanced Open Dialogue Context Generator supported by General Language Model Pretraining with Autoregressive Blank Infilling

Updated Apr 10, 2023
Python

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