Vector (and Scalar) Quantization, in Pytorch

• UpdatedDec 16, 2025
• Python

🔴 MiniSom is a minimalistic implementation of the Self Organizing Maps

• UpdatedDec 17, 2025
• Python

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

• UpdatedAug 8, 2025
• Python

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

• UpdatedDec 15, 2022
• Python

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

• UpdatedDec 29, 2024
• Python

⚡ A fast embedded library for approximate nearest neighbor search

• UpdatedJul 21, 2023
• Python

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

• UpdatedJul 20, 2022
• Python

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

• UpdatedJun 20, 2024
• Python

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

• UpdatedJul 10, 2025
• Python

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

• UpdatedFeb 17, 2025
• Jupyter Notebook

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

• UpdatedAug 14, 2021
• Python

A low-bitrate single-codebook 16 / 24 kHz speech codec based on focal modulation

• UpdatedNov 30, 2025
• Jupyter Notebook

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

• UpdatedMar 20, 2025
• Jupyter Notebook

Official PyTorch implementation of QuantArt (CVPR2023)

• UpdatedJul 20, 2025
• Python

Pytorch Implementation of "Neural Discrete Representation Learning"

• UpdatedMar 23, 2018
• Jupyter Notebook

Towards training VQ-VAE models robustly!

• UpdatedJul 14, 2025
• Python

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

• UpdatedMay 12, 2021
• Python

Explore how to get a VQ-VAE models efficiently!

• UpdatedJul 24, 2025
• Python

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

• UpdatedJan 7, 2021
• Python

MVAR: Visual Autoregressive Modeling with Scale and Spatial Markovian Conditioning

• UpdatedJul 2, 2025