Douze, Matthijs

Billion-scale similarity search with GPUs

Johnson, J., Douze, M., & Jegou, H. (2021) · IEEE Transactions on Big Data

Advanced Image and Video Retrieval TechniquesParallel Computing and Optimization Techniques

Cited by 4,228

Billion-scale similarity search with GPUs

Johnson, J., Douze, M., & Jégou, H. (2017) · arXiv

Advanced Image and Video Retrieval TechniquesParallel Computing and Optimization Techniques

Cited by 4,140

Product Quantization for Nearest Neighbor Search

Jégou, H., Douze, M., & Schmid, C. (2011) · IEEE Transactions on Pattern Analysis and Machine Intelligence

Advanced Image and Video Retrieval TechniquesImage Retrieval and Classification Techniques

Cited by 2,956

Deep Clustering for Unsupervised Learning of Visual Features

Caron, M., Bojanowski, P., Joulin, A., & Douze, M. (2018) · Lecture Notes in Computer Science

Advanced Neural Network ApplicationsAdvanced Clustering Algorithms Research

Cited by 2,674

Hamming Embedding and Weak Geometric Consistency for Large Scale Image Search

Jegou, H., Douze, M., & Schmid, C. (2008) · Lecture Notes in Computer Science

Advanced Image and Video Retrieval TechniquesImage Retrieval and Classification Techniques

Cited by 1,901

Aggregating Local Image Descriptors into Compact Codes

Jegou, H., Perronnin, F., Douze, M., Sanchez, J., Perez, P., & Schmid, C. (2012) · IEEE Transactions on Pattern Analysis and Machine Intelligence

Advanced Image and Video Retrieval TechniquesImage Retrieval and Classification Techniques

Cited by 1,503

LeViT: a Vision Transformer in ConvNet’s Clothing for Faster Inference

Graham, B., El-Nouby, A., Touvron, H., Stock, P., Joulin, A., Jegou, H., & Douze, M. (2021) · 2021 IEEE/CVF International Conference on Computer Vision (ICCV)

Advanced Neural Network ApplicationsDomain Adaptation and Few-Shot Learning

Cited by 935

FastText.zip: Compressing text classification models

Joulin, A., Grave, E., Bojanowski, P., Douze, M., Jégou, H., & Mikolov, T. (2016) · arXiv

Topic ModelingHate Speech and Cyberbullying Detection

Cited by 887

Deep Clustering for Unsupervised Learning of Visual Features

Caron, M., Bojanowski, P., Joulin, A., & Douze, M. (2018) · arXiv

Advanced Neural Network ApplicationsAdvanced Clustering Algorithms Research

Cited by 533

The Faiss Library

Douze, M., Guzhva, A., Deng, C., Johnson, J., Szilvasy, G., Mazaré, P.-E., Lomeli, M., Hosseini, L., & Jégou, H. (2026) · IEEE Transactions on Big Data

Advanced Image and Video Retrieval TechniquesTopic Modeling

Cited by 478

The Stable Signature: Rooting Watermarks in Latent Diffusion Models

Fernandez, P., Couairon, G., Jégou, H., Douze, M., & Furon, T. (2023) · 2023 IEEE/CVF International Conference on Computer Vision (ICCV)

Advanced Steganography and Watermarking TechniquesDigital Media Forensic Detection

Cited by 251

Training data-efficient image transformers & distillation through attention

Touvron, H., Cord, M., Douze, M., Massa, F., Sablayrolles, A., & Jégou, H. (2020) · arXiv

Advanced Neural Network ApplicationsDomain Adaptation and Few-Shot Learning

Cited by 182

Event Retrieval in Large Video Collections with Circulant Temporal Encoding

Revaud, J., Douze, M., Schmid, C., & Jegou, H. (2013) · 2013 IEEE Conference on Computer Vision and Pattern Recognition

Advanced Image and Video Retrieval TechniquesVideo Analysis and Summarization

Cited by 133

A Self-Supervised Descriptor for Image Copy Detection

Pizzi, E., Roy, S. D., Ravindra, S. N., Goyal, P., & Douze, M. (2022) · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Digital Media Forensic DetectionImage Retrieval and Classification Techniques

Cited by 101

Fixing the train-test resolution discrepancy: FixEfficientNet

Touvron, H., Vedaldi, A., Douze, M., & Jégou, H. (2020) · arXiv

Advanced Neural Network ApplicationsDomain Adaptation and Few-Shot Learning

Cited by 88

MultiGrain: a unified image embedding for classes and instances

Berman, M., Jégou, H., Vedaldi, A., Kokkinos, I., & Douze, M. (2019) · arXiv

Advanced Neural Network ApplicationsAdvanced Image and Video Retrieval Techniques

Cited by 69

Spreading vectors for similarity search

Sablayrolles, A., Douze, M., Schmid, C., & Jégou, H. (2018) · arXiv

Advanced Image and Video Retrieval TechniquesAdvanced Clustering Algorithms Research

Cited by 66

Compact Video Description for Copy Detection with Precise Temporal Alignment

Douze, M., Jégou, H., Schmid, C., & Pérez, P. (2010) · Lecture Notes in Computer Science

Video Analysis and SummarizationAdvanced Image and Video Retrieval Techniques

Cited by 53