12 results found Sort:

lucidrains
vector-quantize-pytorch lucidrains
177
2.1k
mit
30
Vector (and Scalar) Quantization, in Pytorch
pytorch deep-learning scalar-quantization vector-quantization artificial-intelligence
Created 2020-06-09
344 commits to master branch, last one 14 hours ago
JustGlowing
minisom JustGlowing
416
1.4k
mit
31
:red_circle: MiniSom is a minimalistic implementation of the Self Organizing Maps
som clustering neural-networks machine-learning manifold-learning outlier-detection self-organizing-map vector-quantization unsupervised-learning dimensionality-reduction
Created 2013-07-03
592 commits to master branch, last one 28 days ago
TencentARC
VQFR TencentARC
38
306
other
26
ECCV 2022, Oral, VQFR: Blind Face Restoration with Vector-Quantized Dictionary and Parallel Decoder
face-restoration vector-quantization
Created 2022-05-09
20 commits to main branch, last one about a year ago
jina-ai
annlite jina-ai
23
215
apache-2.0
22
⚡ A fast embedded library for approximate nearest neighbor search
hnsw cython image-search neural-search vector-search vector-quantization product-quantization information-retrieval approximate-nearest-neighbor-search
Created 2021-08-27
523 commits to main branch, last one about a year ago
sony
sqvae sony
19
169
apache-2.0
7
Pytorch implementation of stochastically quantized variational autoencoder (SQ-VAE)
vae vq-vae pytorch bayesian gumbel-softmax generative-model machine-learning vector-quantization deep-generative-model variational-autoencoder
Created 2022-05-26
8 commits to main branch, last one about a year ago
uber-research
permute-quantize-finetune uber-research
15
143
other
10
Using ideas from product quantization for state-of-the-art neural network compression.
deep-learning network-compression vector-quantization
Created 2020-10-23
6 commits to main branch, last one 3 years ago
lucidrains
titok-pytorch lucidrains
3
134
mit
7
Implementation of TiTok, proposed by Bytedance in "An Image is Worth 32 Tokens for Reconstruction and Generation"
deep-learning image-generation vector-quantization artificial-intelligence
Created 2024-06-17
16 commits to main branch, last one 6 days ago
siyuhuang
QuantArt siyuhuang
5
88
mit
3
Official PyTorch implementation of QuantArt (CVPR2023)
generative-model vector-quantization image-style-transfer
Created 2023-03-11
59 commits to main branch, last one 5 months ago
DiceTechJobs
VectorsInSearch DiceTechJobs
15
83
apache-2.0
17
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 m...
lsh bert elmo solr glove kmeans lucene vector word2vec quantization elasticsearch invertedindex search-engine semantic-search inverted-indexes conceptual-search kmeans-quantization vector-quantization information-retrieval locality-sensitive-hashing
Created 2018-10-12
31 commits to master branch, last one 5 years ago
ML4ITS
TimeVQVAE ML4ITS
9
77
mit
2
[official] PyTorch implementation of TimeVQVAE from the paper ["Vector Quantized Time Series Generation with a Bidirectional Prior Model", AISTATS 2023]
pytorch timevqvae time-series vector-quantization synthetic-time-series time-series-generation
Created 2023-01-30
60 commits to main branch, last one about a month ago
xinyandai
product-quantization xinyandai
15
53
unknown
5
Implementation of vector quantization algorithms, codes for Norm-Explicit Quantization: Improving Vector Quantization for Maximum Inner Product Search.
lsh clustering vector-quantization product-quantization approximate-nearest-neighbor-search
Created 2018-10-17
109 commits to master branch, last one 3 years ago
Spark001
VQ-TensoRF Spark001
0
27
apache-2.0
2
VQ-TensoRF --- Official implementation of our CVPR 2023 paper "Compressing Volumetric Radiance Fields to 1 MB"
nerf tensorf compression vector-quantization
Created 2023-07-21
6 commits to main branch, last one 11 months ago