autoregressive-models topic
WSDM2019-nextitnet
Generative model for sequential recommendation based on Convolution Neural Networks (CNN))
fast_feedforward_computation
Official code for "Accelerating Feedforward Computation via Parallel Nonlinear Equation Solving", ICML 2021
PDEBench
PDEBench: An Extensive Benchmark for Scientific Machine Learning
Symbolic-Music-Generation
Symbolic music generation taking inspiration from NLP and human composition process
LongHorizonTemperatureScaling
PyTorch implementation for "Long Horizon Temperature Scaling", ICML 2023
UAE
A Unified Deep Model of Learning from both Data and Queries for Cardinality Estimation
fast_robust_early_exit
Fast and Robust Early-Exiting Framework for Autoregressive Language Models with Synchronized Parallel Decoding (EMNLP 2023 Long)
dpart
dpart: General, flexible, and scalable framework for differentially private synthetic data generation, developed by hazy.
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-simp...
DDM_Timeseries_Forecast
Autoregressive Denoising Diffusion Models for Multivariate Probabilistic Time Series to benchmark datasets from different domains