Image Similarity Search
5 papers with code • 0 benchmarks • 0 datasets
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Greatest papers with code
Link and code: Fast indexing with graphs and compact regression codes
facebookresearch/faiss
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CVPR 2018
Similarity search approaches based on graph walks have recently attained outstanding speed-accuracy trade-offs, taking aside the memory requirements.
Billion-scale similarity search with GPUs
Similarity search finds application in specialized database systems handling complex data such as images or videos, which are typically represented by high-dimensional features and require specific indexing structures.
E-LPIPS: Robust Perceptual Image Similarity via Random Transformation Ensembles
mkettune/elpips
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It has been recently shown that the hidden variables of convolutional neural networks make for an efficient perceptual similarity metric that accurately predicts human judgment on relative image similarity assessment.
Where Are the Facts? Searching for Fact-checked Information to Alleviate the Spread of Fake News
nguyenvo09/EMNLP2020
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EMNLP 2020
The search can directly warn fake news posters and online users (e. g. the posters' followers) about misinformation, discourage them from spreading fake news, and scale up verified content on social media.
A Similarity Measure for Material Appearance
mlagunas/material-appearance-similarity
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We present a model to measure the similarity in appearance between different materials, which correlates with human similarity judgments.