Matthijs Douze

According to our database, Matthijs Douze authored at least 89 papers between 2002 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

The 2023 video similarity dataset and challenge.

Ed Pizzi, Giorgos Kordopatis-Zilos, Hiral Patel, Gheorghe Postelnicu, Sugosh Nagavara Ravindra, Akshay Gupta, Symeon Papadopoulos, Giorgos Tolias, Matthijs Douze

Comput. Vis. Image Underst., 2024

MagicPIG: LSH Sampling for Efficient LLM Generation.

Zhuoming Chen, Ranajoy Sadhukhan, Zihao Ye, Yang Zhou, Jianyu Zhang, Niklas Nolte, Yuandong Tian, Matthijs Douze, Léon Bottou, Zhihao Jia, Beidi Chen

CoRR, 2024

Results of the Big ANN: NeurIPS'23 competition.

Harsha Vardhan Simhadri, Martin Aumüller, Amir Ingber, Matthijs Douze, George Williams, Magdalen Dobson Manohar, Dmitry Baranchuk, Edo Liberty, Frank Liu, Benjamin Landrum, Mazin Karjikar, Laxman Dhulipala, Meng Chen, Yue Chen, Rui Ma, Kai Zhang, Yuzheng Cai, Jiayang Shi, Yizhuo Chen, Weiguo Zheng, Zihao Wan, Jie Yin, Ben Huang

CoRR, 2024

Vector search with small radiuses.

Gergely Szilvasy, Pierre-Emmanuel Mazaré, Matthijs Douze

CoRR, 2024

Watermarking Makes Language Models Radioactive.

Tom Sander, Pierre Fernandez, Alain Durmus, Matthijs Douze, Teddy Furon

CoRR, 2024

The Faiss library.

Matthijs Douze, Alexandr Guzhva, Chengqi Deng, Jeff Johnson, Gergely Szilvasy, Pierre-Emmanuel Mazaré, Maria Lomeli, Lucas Hosseini, Hervé Jégou

CoRR, 2024

Residual Quantization with Implicit Neural Codebooks.

Iris A. M. Huijben, Matthijs Douze, Matthew J. Muckley, Ruud van Sloun, Jakob Verbeek

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Functional Invariants To Watermark Large Transformers.

Pierre Fernandez, Guillaume Couairon, Teddy Furon, Matthijs Douze

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Active Image Indexing.

Pierre Fernandez, Matthijs Douze, Hervé Jégou, Teddy Furon

Proceedings of the Eleventh International Conference on Learning Representations, 2023

The Stable Signature: Rooting Watermarks in Latent Diffusion Models.

Pierre Fernandez, Guillaume Couairon, Hervé Jégou, Matthijs Douze, Teddy Furon

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

DeDrift: Robust Similarity Search under Content Drift.

Dmitry Baranchuk, Matthijs Douze, Yash Upadhyay, I. Zeki Yalniz

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

Generalized Few-Shot Video Classification With Video Retrieval and Feature Generation.

Yongqin Xian, Bruno Korbar, Matthijs Douze, Lorenzo Torresani, Bernt Schiele, Zeynep Akata

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Nearest Neighbor Search with Compact Codes: A Decoder Perspective.

Kenza Amara, Matthijs Douze, Alexandre Sablayrolles, Hervé Jégou

Proceedings of the ICMR '22: International Conference on Multimedia Retrieval, Newark, NJ, USA, June 27, 2022

Watermarking Images in Self-Supervised Latent Spaces.

Pierre Fernandez, Alexandre Sablayrolles, Teddy Furon, Hervé Jégou, Matthijs Douze

Proceedings of the IEEE International Conference on Acoustics, 2022

A Self-Supervised Descriptor for Image Copy Detection.

Ed Pizzi, Sreya Dutta Roy, Sugosh Nagavara Ravindra, Priya Goyal, Matthijs Douze

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Embedding Arithmetic of Multimodal Queries for Image Retrieval.

Guillaume Couairon, Matthijs Douze, Matthieu Cord, Holger Schwenk

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021

Billion-Scale Similarity Search with GPUs.

Jeff Johnson, Matthijs Douze, Hervé Jégou

IEEE Trans. Big Data, 2021

Embedding Arithmetic for Text-driven Image Transformation.

Guillaume Couairon, Matthieu Cord, Matthijs Douze, Holger Schwenk

CoRR, 2021

XCiT: Cross-Covariance Image Transformers.

Alaaeldin El-Nouby, Hugo Touvron, Mathilde Caron, Piotr Bojanowski, Matthijs Douze, Armand Joulin, Ivan Laptev, Natalia Neverova, Gabriel Synnaeve, Jakob Verbeek, Hervé Jégou

CoRR, 2021

The 2021 Image Similarity Dataset and Challenge.

Matthijs Douze, Giorgos Tolias, Ed Pizzi, Zoë Papakipos, Lowik Chanussot, Filip Radenovic, Tomás Jenícek, Maxim Maximov, Laura Leal-Taixé, Ismail Elezi, Ondrej Chum, Cristian Canton-Ferrer

CoRR, 2021

Data Augmenting Contrastive Learning of Speech Representations in the Time Domain.

Eugene Kharitonov, Morgane Rivière, Gabriel Synnaeve, Lior Wolf, Pierre-Emmanuel Mazaré, Matthijs Douze, Emmanuel Dupoux

Proceedings of the IEEE Spoken Language Technology Workshop, 2021

Results of the NeurIPS'21 Challenge on Billion-Scale Approximate Nearest Neighbor Search.

Harsha Vardhan Simhadri, George Williams, Martin Aumüller, Matthijs Douze, Artem Babenko, Dmitry Baranchuk, Qi Chen, Lucas Hosseini, Ravishankar Krishnaswamy, Gopal Srinivasa, Suhas Jayaram Subramanya, Jingdong Wang

Proceedings of the NeurIPS 2021 Competitions and Demonstrations Track, 2021

Results and findings of the 2021 Image Similarity Challenge.

Zoë Papakipos, Giorgos Tolias, Tomás Jenícek, Ed Pizzi, Shuhei Yokoo, Wenhao Wang, Yifan Sun, Weipu Zhang, Yi Yang, Sanjay Addicam, Sergio Manuel Papadakis, Cristian Canton-Ferrer, Ondrej Chum, Matthijs Douze

Proceedings of the NeurIPS 2021 Competitions and Demonstrations Track, 2021

XCiT: Cross-Covariance Image Transformers.

Alaaeldin Ali, Hugo Touvron, Mathilde Caron, Piotr Bojanowski, Matthijs Douze, Armand Joulin, Ivan Laptev, Natalia Neverova, Gabriel Synnaeve, Jakob Verbeek, Hervé Jégou

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Training data-efficient image transformers & distillation through attention.

Hugo Touvron, Matthieu Cord, Matthijs Douze, Francisco Massa, Alexandre Sablayrolles, Hervé Jégou

Proceedings of the 38th International Conference on Machine Learning, 2021

Grafit: Learning fine-grained image representations with coarse labels.

Hugo Touvron, Alexandre Sablayrolles, Matthijs Douze, Matthieu Cord, Hervé Jégou

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

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

Benjamin Graham, Alaaeldin El-Nouby, Hugo Touvron, Pierre Stock, Armand Joulin, Hervé Jégou, Matthijs Douze

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020

Powers of layers for image-to-image translation.

Hugo Touvron, Matthijs Douze, Matthieu Cord, Hervé Jégou

CoRR, 2020

Fixing the train-test resolution discrepancy: FixEfficientNet.

Hugo Touvron, Andrea Vedaldi, Matthijs Douze, Hervé Jégou

CoRR, 2020

Radioactive data: tracing through training.

Alexandre Sablayrolles, Matthijs Douze, Cordelia Schmid, Hervé Jégou

Proceedings of the 37th International Conference on Machine Learning, 2020

Generalized Many-Way Few-Shot Video Classification.

Yongqin Xian, Bruno Korbar, Matthijs Douze, Bernt Schiele, Zeynep Akata, Lorenzo Torresani

Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

2019

MultiGrain: a unified image embedding for classes and instances.

Maxim Berman, Hervé Jégou, Andrea Vedaldi, Iasonas Kokkinos, Matthijs Douze

CoRR, 2019

Fixing the train-test resolution discrepancy.

Hugo Touvron, Andrea Vedaldi, Matthijs Douze, Hervé Jégou

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

White-box vs Black-box: Bayes Optimal Strategies for Membership Inference.

Alexandre Sablayrolles, Matthijs Douze, Cordelia Schmid, Yann Ollivier, Hervé Jégou

Proceedings of the 36th International Conference on Machine Learning, 2019

Spreading vectors for similarity search.

Alexandre Sablayrolles, Matthijs Douze, Cordelia Schmid, Hervé Jégou

Proceedings of the 7th International Conference on Learning Representations, 2019

Lead2Gold: Towards Exploiting the Full Potential of Noisy Transcriptions for Speech Recognition.

Adrien Dufraux, Emmanuel Vincent, Awni Y. Hannun, Armelle Brun, Matthijs Douze

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2019

Analysis of Joint Multilingual Sentence Representations and Semantic K-Nearest Neighbor Graphs.

Holger Schwenk, Douwe Kiela, Matthijs Douze

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Déjà Vu: an empirical evaluation of the memorization properties of ConvNets.

Alexandre Sablayrolles, Matthijs Douze, Cordelia Schmid, Hervé Jégou

CoRR, 2018

A neural network catalyzer for multi-dimensional similarity search.

Alexandre Sablayrolles, Matthijs Douze, Cordelia Schmid, Hervé Jégou

CoRR, 2018

Deep Clustering for Unsupervised Learning of Visual Features.

Mathilde Caron, Piotr Bojanowski, Armand Joulin, Matthijs Douze

Proceedings of the Computer Vision - ECCV 2018, 2018

Link and Code: Fast Indexing With Graphs and Compact Regression Codes.

Matthijs Douze, Alexandre Sablayrolles, Hervé Jégou

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Low-Shot Learning With Large-Scale Diffusion.

Matthijs Douze, Arthur Szlam, Bharath Hariharan, Hervé Jégou

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

LAMV: Learning to Align and Match Videos With Kernelized Temporal Layers.

Lorenzo Baraldi, Matthijs Douze, Rita Cucchiara, Hervé Jégou

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017

Convolutional Patch Representations for Image Retrieval: An Unsupervised Approach.

Mattis Paulin, Julien Mairal, Matthijs Douze, Zaïd Harchaoui, Florent Perronnin, Cordelia Schmid

Int. J. Comput. Vis., 2017

Learning Joint Multilingual Sentence Representations with Neural Machine Translation.

Holger Schwenk, Ke M. Tran, Orhan Firat, Matthijs Douze

CoRR, 2017

QuickCSG: Fast Arbitrary Boolean Combinations of N Solids.

Matthijs Douze, Jean-Sébastien Franco, Bruno Raffin

CoRR, 2017

Inferring the Structure of Action Movies.

Danila Potapov, Matthijs Douze, Jérôme Revaud, Zaïd Harchaoui, Cordelia Schmid

Proceedings of the 6th Workshop on Intelligent Cinematography and Editing, 2017

Learning Joint Multilingual Sentence Representations with Neural Machine Translation.

Holger Schwenk, Matthijs Douze

Proceedings of the 2nd Workshop on Representation Learning for NLP, 2017

An Evaluation of Large-scale Methods for Image Instance and Class Discovery.

Matthijs Douze, Hervé Jégou, Jeff Johnson

Proceedings of the on Thematic Workshops of ACM Multimedia 2017, Mountain View, CA, USA, October 23, 2017

How should we evaluate supervised hashing?

Alexandre Sablayrolles, Matthijs Douze, Nicolas Usunier, Hervé Jégou

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016

Circulant Temporal Encoding for Video Retrieval and Temporal Alignment.

Matthijs Douze, Jérôme Revaud, Jakob Verbeek, Hervé Jégou, Cordelia Schmid

Int. J. Comput. Vis., 2016

FastText.zip: Compressing text classification models.

Armand Joulin, Edouard Grave, Piotr Bojanowski, Matthijs Douze, Hervé Jégou, Tomás Mikolov

CoRR, 2016

Polysemous Codes.

Matthijs Douze, Hervé Jégou, Florent Perronnin

Proceedings of the Computer Vision - ECCV 2016, 2016

2015

Beat-Event Detection in Action Movie Franchises.

Danila Potapov, Matthijs Douze, Jérôme Revaud, Zaïd Harchaoui, Cordelia Schmid

CoRR, 2015

Local Convolutional Features with Unsupervised Training for Image Retrieval.

Mattis Paulin, Matthijs Douze, Zaïd Harchaoui, Julien Mairal, Florent Perronnin, Cordelia Schmid

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

2014

The INRIA-LIM-VocR and AXES submissions to TrecVid 2014 Multimedia Event Detection.

Matthijs Douze, Dan Oneata, Mattis Paulin, Clément Leray, Nicolas Chesneau, Danila Potapov, Jakob Verbeek, Karteek Alahari, Zaïd Harchaoui, Lori Lamel, Jean-Luc Gauvain, Christoph Schmidt, Cordelia Schmid

Proceedings of the 2014 TREC Video Retrieval Evaluation, 2014

The Yael Library.

Matthijs Douze, Hervé Jégou

Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Category-Specific Video Summarization.

Danila Potapov, Matthijs Douze, Zaïd Harchaoui, Cordelia Schmid

Proceedings of the Computer Vision - ECCV 2014, 2014

2013

The AXES submissions at TRECVID 2013.

Robin Aly, Relja Arandjelovic, Ken Chatfield, Matthijs Douze, Basura Fernando, Zaïd Harchaoui, Kevin McGuinness, Noel E. O'Connor, Dan Oneata, Omkar M. Parkhi, Danila Potapov, Jérôme Revaud, Cordelia Schmid, Jochen Schwenninger, David Scott, Tinne Tuytelaars, Jakob Verbeek, Heng Wang, Andrew Zisserman

Proceedings of the 2013 TREC Video Retrieval Evaluation, 2013

The AXES PRO video search system.

Kevin McGuinness, Noel E. O'Connor, Robin Aly, Franciska de Jong, Ken Chatfield, Omkar M. Parkhi, Relja Arandjelovic, Andrew Zisserman, Matthijs Douze, Cordelia Schmid

Proceedings of the International Conference on Multimedia Retrieval, 2013

Stable Hyper-pooling and Query Expansion for Event Detection.

Matthijs Douze, Jérôme Revaud, Cordelia Schmid, Hervé Jégou

Proceedings of the IEEE International Conference on Computer Vision, 2013

Event Retrieval in Large Video Collections with Circulant Temporal Encoding.

Jérôme Revaud, Matthijs Douze, Cordelia Schmid, Hervé Jégou

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012

Aggregating Local Image Descriptors into Compact Codes.

Hervé Jégou, Florent Perronnin, Matthijs Douze, Jorge Sánchez, Patrick Pérez, Cordelia Schmid

IEEE Trans. Pattern Anal. Mach. Intell., 2012

AXES at TRECVID 2012: KIS, INS, and MED.

Robin Aly, Kevin McGuinness, Shu Chen, Noel E. O'Connor, Ken Chatfield, Omkar M. Parkhi, Relja Arandjelovic, Andrew Zisserman, Basura Fernando, Tinne Tuytelaars, Dan Oneata, Matthijs Douze, Jérôme Revaud, Jochen Schwenninger, Danila Potapov, Heng Wang, Zaïd Harchaoui, Jakob Verbeek, Cordelia Schmid

Proceedings of the 2012 TREC Video Retrieval Evaluation, 2012

Correlation-based burstiness for logo retrieval.

Jérôme Revaud, Matthijs Douze, Cordelia Schmid

Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Large-scale image classification with trace-norm regularization.

Zaïd Harchaoui, Matthijs Douze, Mattis Paulin, Miroslav Dudík, Jérôme Malick

Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

2011

Product Quantization for Nearest Neighbor Search.

Hervé Jégou, Matthijs Douze, Cordelia Schmid

IEEE Trans. Pattern Anal. Mach. Intell., 2011

INRIA @TRECVID 2011: Copy Detection & Multimedia Event Detection.

Mohamed Ayari, Jonathan Delhumeau, Matthijs Douze, Hervé Jégou, Danila Potapov, Jérôme Revaud, Cordelia Schmid, Jiangbo Yuan

Proceedings of the 2011 TREC Video Retrieval Evaluation, 2011

Bag-of-colors for improved image search.

Christian Wengert, Matthijs Douze, Hervé Jégou

Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Searching in one billion vectors: Re-rank with source coding.

Hervé Jégou, Romain Tavenard, Matthijs Douze, Laurent Amsaleg

Proceedings of the IEEE International Conference on Acoustics, 2011

Combining attributes and Fisher vectors for efficient image retrieval.

Matthijs Douze, Arnau Ramisa, Cordelia Schmid

Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010

An Image-Based Approach to Video Copy Detection With Spatio-Temporal Post-Filtering.

Matthijs Douze, Hervé Jégou, Cordelia Schmid

IEEE Trans. Multim., 2010

Improving Bag-of-Features for Large Scale Image Search.

Hervé Jégou, Matthijs Douze, Cordelia Schmid

Int. J. Comput. Vis., 2010

INRIA LEAR-TEXMEX: Video Copy Detection Task.

Hervé Jégou, Patrick Gros, Matthijs Douze, Cordelia Schmid, Guillaume Gravier

Proceedings of the TRECVID 2010 workshop participants notebook papers, 2010

Compact Video Description for Copy Detection with Precise Temporal Alignment.

Matthijs Douze, Hervé Jégou, Cordelia Schmid, Patrick Pérez

Proceedings of the Computer Vision, 2010

Aggregating local descriptors into a compact image representation.

Hervé Jégou, Matthijs Douze, Cordelia Schmid, Patrick Pérez

Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009

Packing bag-of-features.

Hervé Jégou, Matthijs Douze, Cordelia Schmid

Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

On the burstiness of visual elements.

Hervé Jégou, Matthijs Douze, Cordelia Schmid

Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

INRIA-LEAR's Participation in ImageCLEF 2009.

Matthijs Douze, Matthieu Guillaumin, Thomas Mensink, Cordelia Schmid, Jakob Verbeek

Proceedings of the Working Notes for CLEF 2009 Workshop co-located with the 13th European Conference on Digital Libraries (ECDL 2009) , Corfù, Greece, September 30, 2009

Evaluation of GIST descriptors for web-scale image search.

Matthijs Douze, Hervé Jégou, Harsimrat Sandhawalia, Laurent Amsaleg, Cordelia Schmid

Proceedings of the 8th ACM International Conference on Image and Video Retrieval, 2009

2008

INRIA-LEAR'S Video Copy Detection System.

Matthijs Douze, Adrien Gaidon, Hervé Jégou, Marcin Marszalek, Cordelia Schmid

Proceedings of the TRECVID 2008 workshop participants notebook papers, 2008

Recent Advances in Large Scale Image Search.

Hervé Jégou, Matthijs Douze, Cordelia Schmid

Proceedings of the Emerging Trends in Visual Computing, 2008

Hamming Embedding and Weak Geometric Consistency for Large Scale Image Search.

Hervé Jégou, Matthijs Douze, Cordelia Schmid

Proceedings of the Computer Vision, 2008

2007

Knowledge-based Semantic Annotation and Retrieval of Multimedia Content.

Giorgos Akrivas, Georgios Th. Papadopoulos, Matthijs Douze, Johannes Heinecke, Noel E. O'Connor, Carsten Saathoff, Simon Waddington

Proceedings of the Poster and Demo Proceedings of the 2nd International Conference on Semantic and Digital Media Technologies, 2007

2006

Real-time generation of augmented video sequences by background tracking.

Matthijs Douze, Vincent Charvillat

Comput. Animat. Virtual Worlds, 2006

2004

Estimation d'homographies inter-images: Cas des mosaïques et du suivi en temps réel. Applications en réalité augmentée. (Estimation of homographies between images for mosaic generation and real-time tracking with applications in augmented reality).

Matthijs Douze

PhD thesis, 2004

Augmented Reality through Real-Time Tracking of Video Sequences Using a Panoramic View.

Christophe Dehais, Matthijs Douze, Géraldine Morin, Vincent Charvillat

Proceedings of the 17th International Conference on Pattern Recognition, 2004

2003

Real-Time Tracking of Video Sequences in a Panoramic View for Object-Based Video Coding.

Matthijs Douze, Vincent Charvillat

Proceedings of the Image Analysis, 13th Scandinavian Conference, 2003

2002

Optimizing hypervideo navigation using a Markov decision process approach.

Romulus Grigoras, Vincent Charvillat, Matthijs Douze

Proceedings of the 10th ACM International Conference on Multimedia 2002, 2002