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deep-generative-model

Here are 59 public repositories matching this topic...

scverse / scvi-tools

Deep probabilistic analysis of single-cell and spatial omics data

deep-learning scrna-seq variational-autoencoder variational-bayes single-cell-genomics single-cell-rna-seq deep-generative-model cite-seq human-cell-atlas scverse

Updated Apr 24, 2024
Python

lrjconan / GRAN

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

generative-model graph-generation graph-neural-networks deep-generative-model neurips-2019

Updated Aug 3, 2023
C++

maum-ai / nuwave

NU-Wave: A Diffusion Probabilistic Model for Neural Audio Upsampling @ INTERSPEECH 2021

deep-learning pytorch upsampling super-resolution deep-generative-model neural-audio-upsampling

Updated Jul 22, 2022
Python

atfortes / Awesome-Controllable-Generation

Papers and resources on Controllable Generation using Diffusion Models, including ControlNet, DreamBooth, T2I-Adapter, IP-Adapter.

Updated Apr 26, 2024

sony / sqvae

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

machine-learning pytorch generative-model vae bayesian variational-autoencoder vector-quantization gumbel-softmax vq-vae deep-generative-model

Updated Jul 20, 2022
Python

MinkaiXu / GeoLDM

Geometric Latent Diffusion Models for 3D Molecule Generation

molecule drug-discovery geometric-deep-learning deep-generative-model diffusion-models molecule-generation icml-2023

Updated Jun 9, 2023
Python

yunqing-me / AttackVLM

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

deep-generative-model adversarial-attack trustworthy-ai foundation-models large-language-models text-to-image-generation generative-ai vision-language-model image-to-text-generation

Updated Oct 30, 2023
Python

FranxYao / dgm_latent_bow

Implementation of NeurIPS 19 paper: Paraphrase Generation with Latent Bag of Words

natural-language-generation latent-variable-models gumbel-softmax paraphrase-generation deep-generative-model

Updated Oct 9, 2021
Python

maum-ai / wavegrad2

Unofficial Pytorch Implementation of WaveGrad2

text-to-speech deep-learning end-to-end tts speech-synthesis deep-generative-model

Updated Aug 18, 2021
Jupyter Notebook

naru-project / naru

Neural Relation Understanding: neural cardinality estimators for tabular data

transformers generative-model learned-database query-optimization unsupervised-learning cardinality-estimation density-estimation autoregressive-neural-networks self-supervised-learning deep-generative-model learned-database-components

Updated Jun 7, 2021
Python

sony / DiffRoll

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

machine-learning pytorch generative-model music-generation diffusion inpainting automatic-music-transcription deep-generative-model

Updated Dec 6, 2023
Jupyter Notebook

L0SG / NanoFlow

PyTorch implementation of the paper "NanoFlow: Scalable Normalizing Flows with Sublinear Parameter Complexity." (NeurIPS 2020)

pytorch speech-synthesis density-estimation probabilistic-models normalizing-flows generative-models deep-generative-model

Updated Dec 28, 2020
Python

kimmo1019 / Roundtrip

Roundtrip: density estimation with deep generative neural networks

deep-learning gan density-estimation deep-generative-model likelihood-free-inference

Updated Apr 27, 2024
Python

neurocard / neurocard

State-of-the-art neural cardinality estimators for join queries

transformers learned-database query-optimization cardinality-estimation probabilistic-models data-sampling self-supervised-learning deep-generative-model ml-for-systems

Updated Oct 6, 2020
Python

joanrod / ocr-vqgan

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

ocr deep-learning image-reconstruction dataset image-generation deep-generative-model taming-transformers vqgan ocr-vqgan paper2fig paper2fig100k text-reconstruction

Updated Jan 30, 2023
Python

OctoberChang / klcpd_code

Kernel Change-point Detection with Auxiliary Deep Generative Models (ICLR 2019 paper)

maximum-mean-discrepancy change-point-detection deep-generative-model kernel-two-sample-test

Updated Jul 3, 2023
Python

FranxYao / Gumbel-CRF

Implementation of NeurIPS 20 paper: Latent Template Induction with Gumbel-CRFs

crf text-generation generative-model density-estimation structured-prediction paraphrase-generation deep-generative-model gradient-estimator data-to-text

Updated Dec 1, 2020
Python

SUwonglab / CausalEGM

A General Causal Inference Framework by Encoding Generative Modeling

generative-model causality causal-inference treatment-effects deep-generative-model causal-machine-learning

Updated Apr 14, 2024
Python

bacnguyencong / rbm-pytorch

An implementation of Restricted Boltzmann Machine in Pytorch

restricted-boltzmann-machine pytorch-implmention deep-generative-model

Updated Mar 17, 2019
Jupyter Notebook

yoonholee / pytorch-vae

A minimal pytorch implementation of VAE, IWAE, MIWAE

pytorch generative-model vae pytorch-implmention deep-generative-model iwae

Updated Dec 8, 2022
Python

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