Alternatives and similar repositories for deep-vector-quantization

Users that are interested in deep-vector-quantization are comparing it to the libraries listed below

• zalandoresearch / pytorch-vq-vae
  PyTorch implementation of VQ-VAE by Aäron van den Oord et al.
  ☆575Updated 5 years ago
• MishaLaskin / vqvae
  A pytorch implementation of the vector quantized variational autoencoder (https://arxiv.org/abs/1711.00937)
  ☆768Updated 2 years ago
• openai / vdvae
  Repository for the paper "Very Deep VAEs Generalize Autoregressive Models and Can Outperform Them on Images"
  ☆446Updated 2 years ago
• karpathy / pytorch-normalizing-flows
  Normalizing flows in PyTorch. Current intended use is education not production.
  ☆869Updated 5 years ago
• google-research / vdm
  ☆318Updated 2 years ago
• ritheshkumar95 / pytorch-vqvae
  Vector Quantized VAEs - PyTorch Implementation
  ☆917Updated last year
• NVlabs / NVAE
  The Official PyTorch Implementation of "NVAE: A Deep Hierarchical Variational Autoencoder" (NeurIPS 2020 spotlight paper)
  ☆1,050Updated 2 years ago
• microsoft / VQ-Diffusion
  Official implementation of VQ-Diffusion
  ☆945Updated last year
• nadavbh12 / VQ-VAE
  Minimalist implementation of VQ-VAE in Pytorch
  ☆540Updated 4 years ago
• ermongroup / ncsn
  Noise Conditional Score Networks (NeurIPS 2019, Oral)
  ☆728Updated last year
• y0ast / Glow-PyTorch
  Simple, extendable, easy to understand Glow implementation in PyTorch
  ☆384Updated 2 years ago
• acids-ircam / diffusion_models
  A series of tutorial notebooks on denoising diffusion probabilistic models in PyTorch
  ☆694Updated 2 years ago
• lucidrains / bit-diffusion
  Implementation of Bit Diffusion, Hinton's group's attempt at discrete denoising diffusion, in Pytorch
  ☆350Updated last year
• lucidrains / linear-attention-transformer
  Transformer based on a variant of attention that is linear complexity in respect to sequence length
  ☆775Updated last year
• rll / deepul
  ☆806Updated 2 months ago
• lucidrains / ema-pytorch
  A simple way to keep track of an Exponential Moving Average (EMA) version of your Pytorch model
  ☆592Updated 6 months ago
• mlpen / Nystromformer
  ☆376Updated last year
• lucidrains / routing-transformer
  Fully featured implementation of Routing Transformer
  ☆295Updated 3 years ago
• EugenHotaj / pytorch-generative
  Easy generative modeling in PyTorch
  ☆439Updated last year
• lucidrains / perceiver-pytorch
  Implementation of Perceiver, General Perception with Iterative Attention, in Pytorch
  ☆1,151Updated last year
• BlackHC / toma
  Helps you write algorithms in PyTorch that adapt to the available (CUDA) memory
  ☆438Updated 9 months ago
• NVlabs / LSGM
  The Official PyTorch Implementation of "LSGM: Score-based Generative Modeling in Latent Space" (NeurIPS 2021)
  ☆365Updated 3 years ago
• ikostrikov / pytorch-flows
  PyTorch implementations of algorithms for density estimation
  ☆585Updated 4 years ago
• archinetai / surgeon-pytorch
  A library to inspect and extract intermediate layers of PyTorch models.
  ☆473Updated 3 years ago
• lucidrains / sinkhorn-transformer
  Sinkhorn Transformer - Practical implementation of Sparse Sinkhorn Attention
  ☆264Updated 3 years ago
• lucidrains / slot-attention
  Implementation of Slot Attention from GoogleAI
  ☆438Updated 10 months ago
• lucidrains / recurrent-interface-network-pytorch
  Implementation of Recurrent Interface Network (RIN), for highly efficient generation of images and video without cascading networks, in P…
  ☆204Updated last year
• krasserm / perceiver-io
  A PyTorch implementation of Perceiver, Perceiver IO and Perceiver AR with PyTorch Lightning scripts for distributed training
  ☆477Updated last year
• teddykoker / image-gpt
  PyTorch Implementation of OpenAI's Image GPT
  ☆257Updated last year
• dome272 / MaskGIT-pytorch
  Pytorch implementation of MaskGIT: Masked Generative Image Transformer (https://arxiv.org/pdf/2202.04200.pdf)
  ☆443Updated last year