neurocard

A (PyTorch) imbalanced dataset sampler for oversampling low frequent classes and undersampling high frequent ones.

Efficient Graph Generation with Graph Recurrent Attention Networks, Deep Generative Model of Graphs, Graph Neural Networks, NeurIPS 2019

[NeurIPS-2023] Annual Conference on Neural Information Processing Systems

Pytorch implementation of stochastically quantized variational autoencoder (SQ-VAE)

PilotScope is a middleware to bridge the gaps of deploying AI4DB (Artificial Intelligence for Databases) algorithms into actual database systems.

Unofficial Pytorch Implementation of WaveGrad2

OCR-VQGAN, a discrete image encoder (tokenizer and detokenizer) for figure images in Paper2Fig100k dataset. Implementation of OCR Perceptual loss for clear text-within-image generation. Fork from VQGAN in CompVis/taming-transformers

PyTorch implementation of DiffRoll, a diffusion-based generative automatic music transcription (AMT) model

A General Causal Inference Framework by Encoding Generative Modeling

Roundtrip: density estimation with deep generative neural networks