vector-quantization

There are 104 repositories under vector-quantization topic.

  • lucidrains/vector-quantize-pytorch

    Vector (and Scalar) Quantization, in Pytorch

    Language:Python3.5k35162286

  • JustGlowing/minisom

    :red_circle: MiniSom is a minimalistic implementation of the Self Organizing Maps

    Language:Python1.5k30148438

  • ByteVisionLab/TokenFlow

    [CVPR 2025] 🔥 Official impl. of "TokenFlow: Unified Image Tokenizer for Multimodal Understanding and Generation".

    Language:Python3796275

  • TencentARC/VQFR

    ECCV 2022, Oral, VQFR: Blind Face Restoration with Vector-Quantized Dictionary and Parallel Decoder

    Language:Python344263945

  • youngsheen/SimVQ

    [ICCV 2025] SimVQ: Addressing Representation Collapse in Vector Quantized Models with One Linear Layer

    Language:Python2883117
  • annlite

    jina-ai/annlite

    ⚡ A fast embedded library for approximate nearest neighbor search

    Language:Python233217423

  • sony/sqvae

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

    Language:Python1917625

  • lucidrains/titok-pytorch

    Implementation of TiTok, proposed by Bytedance in "An Image is Worth 32 Tokens for Reconstruction and Generation"

    Language:Python178935

  • ByteVisionLab/DetailFlow

    🔥 Official impl. of "DetailFlow: 1D Coarse-to-Fine Autoregressive Image Generation via Next-Detail Prediction"

    Language:Python153

  • uber-research/permute-quantize-finetune

    Using ideas from product quantization for state-of-the-art neural network compression.

    Language:Python1469215

  • ML4ITS/TimeVQVAE

    [official] PyTorch implementation of TimeVQVAE from the paper ["Vector Quantized Time Series Generation with a Bidirectional Prior Model", AISTATS 2023]

    Language:Jupyter Notebook14521414

  • yzGuu830/efficient-speech-codec

    [EMNLP 2024] ESC: Efficient Speech Coding with Cross-Scale Residual Vector Quantized Transformers

    Language:Jupyter Notebook122574

  • siyuhuang/QuantArt

    Official PyTorch implementation of QuantArt (CVPR2023)

    Language:Python1093166

  • lucadellalib/focalcodec

    A low-bitrate single-codebook 16 kHz speech codec based on focal modulation

    Language:Python9510

  • 1Konny/VQ-VAE

    Pytorch Implementation of "Neural Discrete Representation Learning"

    Language:Jupyter Notebook911312

  • DiceTechJobs/VectorsInSearch

    Dice.com repo to accompany the dice.com 'Vectors in Search' talk by Simon Hughes, from the Activate 2018 search conference, and the 'Searching with Vectors' talk from Haystack 2019 (US). Builds upon my conceptual search and semantic search work from 2015

    Language:Python8616015

  • Neur-IO/OptVQ

    Towards training VQ-VAE models robustly!

    Language:Python83

  • xinyandai/product-quantization

    Implementation of vector quantization algorithms, codes for Norm-Explicit Quantization: Improving Vector Quantization for Maximum Inner Product Search.

    Language:Python594115

  • Neur-IO/ReVQ

    Explore how to get a VQ-VAE models efficiently!

    Language:Python53

  • ciodar/deep-compression

    PyTorch Lightning implementation of the paper Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding. This repository allows to reproduce the main findings of the paper on MNIST and Imagenette datasets.

    Language:Jupyter Notebook32103

  • GoGoDuck912/pytorch-vector-quantization

    A Pytorch Implementations for Various Vector Quantization Methods

    Language:Python32107

  • Spark001/VQ-TensoRF

    VQ-TensoRF --- Official implementation of our CVPR 2023 paper "Compressing Volumetric Radiance Fields to 1 MB"

    Language:Python29120

  • LabShuHangGU/MVAR

    MVAR: Visual Autoregressive Modeling with Scale and Spatial Markovian Conditioning

    28

  • samsad35/VQ-MAE-S-code

    A Vector Quantized Masked AutoEncoder for speech emotion recognition

    Language:Python28181

  • pjyazdian/Gesture2Vec

    This is an official PyTorch implementation of "Gesture2Vec: Clustering Gestures using Representation Learning Methods for Co-speech Gesture Generation" (IROS 2022).

    Language:Python26224

  • multimediamike/dreamroq

    A RoQ video playback system for the Sega Dreamcast video game console

    Language:C211312

  • Nikolai10/FSQ

    TensorFlow implementation of "Finite Scalar Quantization: VQ-VAE Made Simple" (ICLR 2024)

    Language:Python21201

  • swasun/VQ-VAE-Images

    PyTorch implementation of VQ-VAE applied on CIFAR10 dataset

    Language:Python21307

  • theAdamColton/vq-clip

    Train vector quantized CLIP models using pytorch lightning

    Language:Python20112

  • learning2hash/learning2hash.github.io

    Curated website for Awesome Learning to Hash, featuring research papers, resources, and tools on learning to hash, approximate nearest neighbor (ANN) search, and vector quantization.

    Language:HTML19204

  • xinyandai/similarity-search

    A framework for index based similarity search.

    Language:C++199010

  • gittar/k-means-u-star

    implementation of the k-means-u* clustering algorithm

    Language:Jupyter Notebook14506

  • habedi/vq

    A vector quantization library for Rust :crab:

    Language:Rust14121

  • aidanscannell/iqrl

    iQRL: implicitly Quantized Representations for Sample-efficient Reinforcement Learning

    Language:Python12102

  • gtiwari333/speech-recognition-java-hidden-markov-model-vq-mfcc

    Automatically exported from code.google.com/p/speech-recognition-java-hidden-markov-model-vq-mfcc

    Language:Java12428

  • baoy-nlp/CNAT

    Non-autoregressive Translation by Learning Target Categorical Codes

    Language:Python11143