17 results found Sort:

lucidrains
vector-quantize-pytorch lucidrains
233
2.9k
mit
29
Vector (and Scalar) Quantization, in Pytorch
pytorch deep-learning scalar-quantization vector-quantization artificial-intelligence
Created 2020-06-09
432 commits to master branch, last one a day ago
JustGlowing
minisom JustGlowing
430
1.5k
mit
31
:red_circle: MiniSom is a minimalistic implementation of the Self Organizing Maps
som kohonen clustering neural-networks machine-learning manifold-learning outlier-detection self-organizing-map vector-quantization unsupervised-learning dimensionality-reduction
Created 2013-07-03
613 commits to master branch, last one about a month ago
TencentARC
VQFR TencentARC
43
330
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 2 years ago
ByteFlow-AI
TokenFlow ByteFlow-AI
1
235
apache-2.0
5
🔥 Official impl. of "TokenFlow: Unified Image Tokenizer for Multimodal Understanding and Generation".
vector-quantization large-language-models multimodal-understanding text-to-image-generation
Created 2024-12-03
27 commits to main branch, last one about a month ago
jina-ai
annlite jina-ai
23
225
apache-2.0
21
⚡ 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
youngsheen
SimVQ youngsheen
5
202
mit
2
SimVQ: Addressing Representation Collapse in Vector Quantized Models with One Linear Layer
audio image vqgan encodec vector-quantization
Created 2024-10-17
17 commits to main branch, last one about a month ago
sony
sqvae sony
21
185
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 2 years ago
lucidrains
titok-pytorch lucidrains
3
166
mit
9
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 7 months ago
uber-research
permute-quantize-finetune uber-research
15
146
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 4 years ago
ML4ITS
TimeVQVAE ML4ITS
14
123
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
174 commits to main branch, last one about a month ago
siyuhuang
QuantArt siyuhuang
6
101
mit
3
Official PyTorch implementation of QuantArt (CVPR2023)
generative-model vector-quantization image-style-transfer
Created 2023-03-11
64 commits to main branch, last one 2 months ago
yzGuu830
efficient-speech-codec yzGuu830
4
100
mit
6
[EMNLP 2024] ESC: Efficient Speech Coding with Cross-Scale Residual Vector Quantized Transformers
pytorch transformers deep-learning audio-compression vector-quantization neural-speech-coding
Created 2024-01-09
127 commits to main branch, last one 2 months ago
DiceTechJobs
VectorsInSearch DiceTechJobs
15
85
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
xinyandai
product-quantization xinyandai
15
59
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 4 years ago
zbr17
OptVQ zbr17
0
43
mit
1
Towards training VQ-VAE models robustly!
vqgan vqvae vq-vae vector-quantized optimal-transport vector-quantization
Created 2024-11-27
11 commits to master branch, last one 21 days ago
Spark001
VQ-TensoRF Spark001
0
28
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 about a year ago
ciodar
deep-compression ciodar
3
27
mit
1
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 fin...
pruning deep-learning model-compression vector-quantization
Created 2023-04-07
82 commits to master branch, last one about a month ago