jvdd / pqknn
Product Quantization k-Nearest Neighbors
☆20Updated 3 years ago
Alternatives and similar repositories for pqknn:
Users that are interested in pqknn are comparing it to the libraries listed below
- Official code for "Binary embedding based retrieval at Tencent"☆42Updated 11 months ago
- Supplementary Code for Unsupervised Neural Quantization for Compressed-Domain Similarity Search☆36Updated 5 years ago
- TLDR is an unsupervised dimensionality reduction method that combines neighborhood embedding learning with the simplicity and effectivene…☆124Updated 2 years ago
- ☆9Updated 4 years ago
- Official code repository for the WACV 2022 paper "Visualizing Paired Image Similarity in Transformer Networks"☆21Updated 2 years ago
- Implementation of vector quantization algorithms, codes for Norm-Explicit Quantization: Improving Vector Quantization for Maximum Inner P…☆59Updated 4 years ago
- Neural LSH [ICLR 2020] - Using supervised learning to produce better space partitions for fast nearest neighbor search.☆73Updated 4 years ago
- A PyTorch Dataset that caches samples in shared memory, accessible globally to all processes☆21Updated 2 years ago
- TSDG: An efficient index graph for graph-based nearest neighbor search☆9Updated 2 years ago
- Re-implementation of local descriptor HardNet training in fasta2+kornia☆21Updated 4 years ago
- Implementation of [Understanding and Improving Kernel Local Descriptors](https://arxiv.org/abs/1811.11147) using PyTorch.☆17Updated 4 years ago
- ☆97Updated 3 years ago
- A framework for index based similarity search.☆19Updated 5 years ago
- Large dataset storage format for Pytorch☆45Updated 3 years ago
- hnsw implemented by python☆64Updated 5 years ago
- Implementation of some personal helper functions for Einops, my most favorite tensor manipulation library ❤️☆53Updated 2 years ago
- Implementation for ACProp ( Momentum centering and asynchronous update for adaptive gradient methdos, NeurIPS 2021)☆15Updated 3 years ago
- Implementation of some fundamental Machine Learning algorithms completely written in Pytorch☆9Updated 6 years ago
- Implementation of TableFormer, Robust Transformer Modeling for Table-Text Encoding, in Pytorch☆37Updated 2 years ago
- Fast C++ implementation of https://github.com/yahoo/lopq: Locally Optimized Product Quantization (LOPQ) model and searcher for approximat…☆34Updated 4 years ago
- companion code for "Learning to substitute Ingredients in Recipes"☆26Updated last year
- This repo contains the official implementation of HAPPIER: Hierarchical Average Precision Training for Pertinent Image Retrieval (ECCV'22…☆22Updated last year
- Dynamic Neural Architecture Search Toolkit☆29Updated 2 months ago
- Matlab/Mex implementation of Aggregated Selective Match Kernels for Image Retrieval (published in ICCV 2013)☆22Updated 5 years ago
- "Moshpit SGD: Communication-Efficient Decentralized Training on Heterogeneous Unreliable Devices", official implementation☆29Updated 2 weeks ago
- Joint Optimization of Cascade Ranking Models (WSDM 19)☆13Updated 2 years ago
- Function for local patch extraction from OpenCV keypoints with proper bluring☆41Updated last year
- Public code for LOA☆19Updated 2 years ago
- C++ implementation of the nonrigid descriptor Geobit presented at ICCV 2019 "GEOBIT: A Geodesic-Based Binary Descriptor Invariant to Non…☆14Updated 3 years ago
- PyTorch reimplementation of the paper "HyperMixer: An MLP-based Green AI Alternative to Transformers" [arXiv 2022].☆17Updated 2 years ago