Vector (and Scalar) Quantization, in Pytorch
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Aug 29, 2025 - Python
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vector-quantization
Here are 54 public repositories matching this topic...
🔴 MiniSom is a minimalistic implementation of the Self Organizing Maps
machine-learning clustering som neural-networks dimensionality-reduction outlier-detection kohonen unsupervised-learning manifold-learning self-organizing-map vector-quantization
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Aug 26, 2025 - Python
[CVPR 2025] 🔥 Official impl. of "TokenFlow: Unified Image Tokenizer for Multimodal Understanding and Generation".
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Aug 8, 2025 - Python
ECCV 2022, Oral, VQFR: Blind Face Restoration with Vector-Quantized Dictionary and Parallel Decoder
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Dec 15, 2022 - Python
[ICCV 2025] SimVQ: Addressing Representation Collapse in Vector Quantized Models with One Linear Layer
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Dec 29, 2024 - Python
⚡ A fast embedded library for approximate nearest neighbor search
information-retrieval cython image-search approximate-nearest-neighbor-search product-quantization vector-quantization hnsw vector-search neural-search
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Jul 21, 2023 - Python
Pytorch implementation of stochastically quantized variational autoencoder (SQ-VAE)
machine-learning pytorch generative-model vae bayesian variational-autoencoder vector-quantization gumbel-softmax vq-vae deep-generative-model
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Jul 20, 2022 - Python
Implementation of TiTok, proposed by Bytedance in "An Image is Worth 32 Tokens for Reconstruction and Generation"
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Jun 20, 2024 - Python
🔥 Official impl. of "DetailFlow: 1D Coarse-to-Fine Autoregressive Image Generation via Next-Detail Prediction"
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Jul 10, 2025 - Python
Using ideas from product quantization for state-of-the-art neural network compression.
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Aug 14, 2021 - Python
Official PyTorch implementation of QuantArt (CVPR2023)
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Jul 20, 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
search-engine elasticsearch information-retrieval solr word2vec vector lsh locality-sensitive-hashing lucene kmeans glove quantization semantic-search bert invertedindex conceptual-search vector-quantization kmeans-quantization elmo inverted-indexes
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May 12, 2021 - Python
Towards training VQ-VAE models robustly!
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Jul 14, 2025 - Python
Implementation of vector quantization algorithms, codes for Norm-Explicit Quantization: Improving Vector Quantization for Maximum Inner Product Search.
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Jan 7, 2021 - Python
Explore how to get a VQ-VAE models efficiently!
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Jul 24, 2025 - Python
A Pytorch Implementations for Various Vector Quantization Methods
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Sep 14, 2021 - Python
VQ-TensoRF --- Official implementation of our CVPR 2023 paper "Compressing Volumetric Radiance Fields to 1 MB"
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Jul 24, 2023 - Python
[ICASSPW] A Vector Quantized Masked AutoEncoder for speech emotion recognition
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Mar 4, 2024 - Python
This is an official PyTorch implementation of "Gesture2Vec: Clustering Gestures using Representation Learning Methods for Co-speech Gesture Generation" (IROS 2022).
machine-learning human-robot-interaction affective-computing vector-quantization co-speech-gesture gesture-generation
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Feb 9, 2024 - Python
PyTorch implementation of VQ-VAE applied on CIFAR10 dataset
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Mar 10, 2019 - Python
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