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43 search results found

Scvi Tools ⭐ 1,140

Deep probabilistic analysis of single-cell and spatial omics data

Papers For Molecular Design Using Dl ⭐ 367

List of molecular design using Generative AI and Deep Learning

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

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

Sketchedit ⭐ 181

SketchEdit: Mask-Free Local Image Manipulation with Partial Sketches, CVPR2022

Indaba Pracs 2022 ⭐ 151

Notebooks for the Practicals at the Deep Learning Indaba 2022.

Dgm_latent_bow ⭐ 106

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

Probai 2019 ⭐ 89

Materials of the Nordic Probabilistic AI School 2019.

Attackvlm ⭐ 79

Code of the paper: On Evaluating Adversarial Robustness of Large Vision-Language Models

Ddpm Torch ⭐ 73

Unofficial PyTorch Implementation of Denoising Diffusion Probabilistic Models (DDPM)

Probai 2021 ⭐ 69

Materials of the Nordic Probabilistic AI School 2021.

Wavegrad2 ⭐ 63

Unofficial Pytorch Implementation of WaveGrad2

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

Pcc Pytorch ⭐ 55

A pytorch implementation of the paper "Prediction, Consistency, Curvature: Representation Learning for Locally-Linear Control"

Nanoflow ⭐ 53

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

Awesome Denovo Papers ⭐ 53

Awesome De novo drugs design papers

Roundtrip ⭐ 48

Roundtrip: density estimation with deep generative neural networks

Geometric Latent Diffusion Models for 3D Molecule Generation

Causalegm ⭐ 35

A General Causal Inference Framework by Encoding Generative Modeling

Diffroll ⭐ 33

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

Ocr Vqgan ⭐ 32

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

Gumbel Crf ⭐ 32

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

[NeurIPS 2021] 🏁 Multi-Facet Clustering Variatonal Autoencoders (MFCVAE) 🏁 A class of variational autoencoders to find multiple disentangled clusterings of data. Official PyTorch implementation.

Pyrovelocity ⭐ 31

𝒫robabilistic modeling of RNA velocity ⬱

PyTorch implementation of slicing adversarial network (SAN)

A deep generative model to predict aircraft actual trajectories using high dimensional weather data

Klcpd_code ⭐ 21

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

Gradient Boosted Normalizing Flows ⭐ 21

We got a stew going!

DAS-PINNs: A deep adaptive sampling method for solving high-dimensional partial differential equations

Pytorch Convcnp ⭐ 18

A PyTorch Implementation of Convolutional Conditional Neural Process.

Pytorch Vae ⭐ 18

A minimal pytorch implementation of VAE, IWAE, MIWAE

Efficientmorl ⭐ 18

EfficientMORL (ICML'21)

DeepGTT: Learning Travel Time Distributions with Deep Generative Model

Face A Normalizing Flow Based Cardinality Estimator ⭐ 17

A pytorch implementation for FACE: A Normalizing Flow based Cardinality Estimator

Reproducible material for A Wasserstein GAN with gradient penalty for 3D porous media generation.

Collaborative Gan Sampling ⭐ 15

[AAAI20] TensorFlow implementation of the Collaborative Sampling in Generative Adversarial Networks

Ml_evaluation_metrics ⭐ 10

Landscape of ML/DL performance evaluation metrics

Awesome Avatar ⭐ 10

📖 A curated list of resources dedicated to avatar.

Rbm Pytorch ⭐ 10

An implementation of Restricted Boltzmann Machine in Pytorch

VEGA: VAE Enhanced by Gene Annotations

V Diffusion Torch ⭐ 7

PyTorch Implementation of V-objective Diffusion Probabilistic Models with Classifier-free Guidance

Neurocard ⭐ 7

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

Molecular_synthesis_and_reconstruction ⭐ 5

Deep Learning And Applied Artificial Intelligence Project 2019/2020 - Molecular Synthesis & Reconstruction

1-43 of 43 search results

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