generative-modelling

There are 1 repository under generative-modelling topic.

• autonomousvision / giraffe

  This repository contains the code for the CVPR 2021 paper "GIRAFFE: Representing Scenes as Compositional Generative Neural Feature Fields"

  cvpr2021generative-adversarial-networkgenerative-modelgenerative-modellingimplicit-surfacesnerfneural-scene-representations
  Language:Python 1231

• bronemos / view-fusion

  Official implementation of ViewFusion: Learning Composable Diffusion Models for Novel View Synthesis

  deep-learningdiffusion-probabilistic-modelsgenerative-modellingnovel-view-synthesis
  Language:Jupyter Notebook 28

• synthesized-io / synthesized-notebooks

  Discover the art of enhancing your data using generative modelling in these notebooks.

  data-privacydata-sciencegenerative-modellingnotebookssynthetic-data
  Language:Jupyter Notebook 7

• ConnorWatts / time-gebm

  Two Generalized Energy Based Models for time-series generation. Thesis for MSc Computational Statistics and Machine Learning program at UCL.

  deep-learninggenerative-modellingneural-networktime-series
  Language:Python 3

• shadowbourne / pegasus-lightweight-gan

  3rd Year: 1st - 104/100. Generative Modelling: Applying GANs to generate out-of-sample inter-class images - "The Mythical Pegasus: A Mysterious Journey".

  generative-modellingganlightweight-ganpegasusstl-10cifar-10inter-class-generative-modellingdual-discriminator-gandata-augmentationpytorch
  Language:Python 2

• pjborowiecki / COMP3547-Deep-Learning

  This repository contains my final submission for the COMP3547 Deep Learning module assignment at Durham University in the academic year 2022/2023. The project focuses on diffusion-based models and their application in synthesising new, unique images, which could plausibly come from a training data set. Final grade received was 71/100.

  aicifar-10-datasetddpmdeep-learningdenoising-diffusionffhq-datasetgenerative-modellingimage-generationpythonpytorchscore-matching
  Language:Python 1

• alexaoh / project

  [Autumn 2022] Specialization project leading up to main thesis in MSc Applied Physics and Mathematics at NTNU.

  counterfactual-explanationsdecision-treesgenerative-modellingvariational-autoencoderxai
  Language:R 0

• AleZonta / genfae

  PyTorch implementation for the framework presented in the paper: Generative Fourier-based Auto-Encoders: Preliminary Results paper

  auto-encodersgenerative-modellingfourier-transform
  Language:Python 0

• kyriienko / kyriienko.github.io

  Home page of the QuDOS group led by Oleksandr Kyriienko

  computinggenerative-modellingmachine-learningopticsquantumpolaritonics
  Language:HTML 0

• ColeLab / DirectedActflow_release

  Repository for Sanchez-Romero, R., Ito, T., Mill, R. D., Hanson, S. J., & Cole, M. W. (2023). "Causally informed activity flow models provide mechanistic insight into network-generated cognitive activations". NeuroImage, 120300. https://doi.org/10.1016/j.neuroimage.2023.120300

  fmriconnectivityneuroimagingcognitiongenerative-modellingactflowcausal-searchdirected-fc
  Language:Jupyter Notebook