Optimizing hypervideo navigation using a Markov decision process approach. - Romulus Grigoras; Vincent Charvillat; Matthijs Douze (ACM Multimedia, 2002)

Real-Time Tracking of Video Sequences in a Panoramic View for Object-Based Video Coding. - Matthijs Douze; Vincent Charvillat (SCIA, 2003)

Augmented Reality through Real-Time Tracking of Video Sequences Using a Panoramic View. - Christophe Dehais; Matthijs Douze; Géraldine Morin; Vincent Charvillat (ICPR (4), 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 (2004)

Real-time generation of augmented video sequences by background tracking. - Matthijs Douze; Vincent Charvillat (Comput. Animat. Virtual Worlds, 2006)

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 (SAMT (Posters and Demos), 2007)

Hamming Embedding and Weak Geometric Consistency for Large Scale Image Search. - Hervé Jégou; Matthijs Douze; Cordelia Schmid (ECCV (1), 2008)

Recent Advances in Large Scale Image Search. - Hervé Jégou; Matthijs Douze; Cordelia Schmid (ETVC, 2008)

INRIA-LEAR'S Video Copy Detection System. - Matthijs Douze; Adrien Gaidon; Hervé Jégou; Marcin Marszalek; Cordelia Schmid (TRECVID, 2008)

Evaluation of GIST descriptors for web-scale image search. - Matthijs Douze; Hervé Jégou; Harsimrat Sandhawalia; Laurent Amsaleg; Cordelia Schmid (CIVR, 2009)

INRIA-LEAR's Participation in ImageCLEF 2009. - Matthijs Douze; Matthieu Guillaumin; Thomas Mensink; Cordelia Schmid; Jakob Verbeek (CLEF (Working Notes), 2009)

On the burstiness of visual elements. - Hervé Jégou; Matthijs Douze; Cordelia Schmid (CVPR, 2009)

Packing bag-of-features. - Hervé Jégou; Matthijs Douze; Cordelia Schmid (ICCV, 2009)

Aggregating local descriptors into a compact image representation. - Hervé Jégou; Matthijs Douze; Cordelia Schmid; Patrick Pérez (CVPR, 2010)

Compact Video Description for Copy Detection with Precise Temporal Alignment. - Matthijs Douze; Hervé Jégou; Cordelia Schmid; Patrick Pérez (ECCV (1), 2010)

INRIA LEAR-TEXMEX: Video Copy Detection Task. - Hervé Jégou; Patrick Gros; Matthijs Douze; Cordelia Schmid; Guillaume Gravier (TRECVID, 2010)

Improving Bag-of-Features for Large Scale Image Search. - Hervé Jégou; Matthijs Douze; Cordelia Schmid (Int. J. Comput. Vis., 2010)

An Image-Based Approach to Video Copy Detection With Spatio-Temporal Post-Filtering. - Matthijs Douze; Hervé Jégou; Cordelia Schmid (IEEE Trans. Multim., 2010)

Combining attributes and Fisher vectors for efficient image retrieval. - Matthijs Douze; Arnau Ramisa; Cordelia Schmid (CVPR, 2011)

Searching in one billion vectors: Re-rank with source coding. - Hervé Jégou; Romain Tavenard; Matthijs Douze; Laurent Amsaleg (ICASSP, 2011)

Bag-of-colors for improved image search. - Christian Wengert; Matthijs Douze; Hervé Jégou (ACM Multimedia, 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 (TRECVID, 2011)

Product Quantization for Nearest Neighbor Search. - Hervé Jégou; Matthijs Douze; Cordelia Schmid (IEEE Trans. Pattern Anal. Mach. Intell., 2011)

Large-scale image classification with trace-norm regularization. - Zaïd Harchaoui; Matthijs Douze; Mattis Paulin; Miroslav Dudík; Jérôme Malick (CVPR, 2012)

Correlation-based burstiness for logo retrieval. - Jérôme Revaud; Matthijs Douze; Cordelia Schmid (ACM Multimedia, 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; et al. (TRECVID, 2012)

Aggregating Local Image Descriptors into Compact Codes. - Hervé Jégou; Florent Perronnin; Matthijs Douze; Jorge Sánchez 002; Patrick Pérez; Cordelia Schmid (IEEE Trans. Pattern Anal. Mach. Intell., 2012)

Event Retrieval in Large Video Collections with Circulant Temporal Encoding. - Jérôme Revaud; Matthijs Douze; Cordelia Schmid; Hervé Jégou (CVPR, 2013)

Stable Hyper-pooling and Query Expansion for Event Detection. - Matthijs Douze; Jérôme Revaud; Cordelia Schmid; Hervé Jégou (ICCV, 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 (ICMR, 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; et al. (TRECVID, 2013)

Category-Specific Video Summarization. - Danila Potapov; Matthijs Douze; Zaïd Harchaoui; Cordelia Schmid (ECCV (6), 2014)

The Yael Library. - Matthijs Douze; Hervé Jégou (ACM Multimedia, 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; et al. (TRECVID, 2014)

Local Convolutional Features with Unsupervised Training for Image Retrieval. - Mattis Paulin; Matthijs Douze; Zaïd Harchaoui; Julien Mairal; Florent Perronnin; Cordelia Schmid (ICCV, 2015)

Beat-Event Detection in Action Movie Franchises. - Danila Potapov; Matthijs Douze; Jérôme Revaud; Zaïd Harchaoui; Cordelia Schmid (CoRR, 2015)

Polysemous Codes. - Matthijs Douze; Hervé Jégou; Florent Perronnin (ECCV (2), 2016)

FastText.zip: Compressing text classification models. - Armand Joulin; Edouard Grave; Piotr Bojanowski; Matthijs Douze; Hervé Jégou; Tomás Mikolov (CoRR, 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)

How should we evaluate supervised hashing? - Alexandre Sablayrolles; Matthijs Douze; Nicolas Usunier; Hervé Jégou (ICASSP, 2017)

An Evaluation of Large-scale Methods for Image Instance and Class Discovery. - Matthijs Douze; Hervé Jégou; Jeff Johnson 004 (ACM Multimedia (Thematic Workshops), 2017)

Learning Joint Multilingual Sentence Representations with Neural Machine Translation. - Holger Schwenk; Matthijs Douze (Rep4NLP@ACL, 2017)

Inferring the Structure of Action Movies. - Danila Potapov; Matthijs Douze; Jérôme Revaud; Zaïd Harchaoui; Cordelia Schmid (WICED@Eurographics, 2017)

QuickCSG: Fast Arbitrary Boolean Combinations of N Solids. - Matthijs Douze; Jean-Sébastien Franco; Bruno Raffin (CoRR, 2017)

Learning Joint Multilingual Sentence Representations with Neural Machine Translation. - Holger Schwenk; Ke M. Tran; Orhan Firat; Matthijs Douze (CoRR, 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)

LAMV: Learning to Align and Match Videos With Kernelized Temporal Layers. - Lorenzo Baraldi 001; Matthijs Douze; Rita Cucchiara; Hervé Jégou (CVPR, 2018)

Low-Shot Learning With Large-Scale Diffusion. - Matthijs Douze; Arthur Szlam; Bharath Hariharan; Hervé Jégou (CVPR, 2018)

Link and Code: Fast Indexing With Graphs and Compact Regression Codes. - Matthijs Douze; Alexandre Sablayrolles; Hervé Jégou (CVPR, 2018)

Deep Clustering for Unsupervised Learning of Visual Features. - Mathilde Caron; Piotr Bojanowski; Armand Joulin; Matthijs Douze (ECCV (14), 2018)

A neural network catalyzer for multi-dimensional similarity search. - Alexandre Sablayrolles; Matthijs Douze; Cordelia Schmid; Hervé Jégou (CoRR, 2018)

Déjà Vu: an empirical evaluation of the memorization properties of ConvNets. - Alexandre Sablayrolles; Matthijs Douze; Cordelia Schmid; Hervé Jégou (CoRR, 2018)

Analysis of Joint Multilingual Sentence Representations and Semantic K-Nearest Neighbor Graphs. - Holger Schwenk; Douwe Kiela; Matthijs Douze (AAAI, 2019)

Lead2Gold: Towards Exploiting the Full Potential of Noisy Transcriptions for Speech Recognition. - Adrien Dufraux; Emmanuel Vincent 001; Awni Y. Hannun; Armelle Brun; Matthijs Douze (ASRU, 2019)

Spreading vectors for similarity search. - Alexandre Sablayrolles; Matthijs Douze; Cordelia Schmid; Hervé Jégou (ICLR (Poster), 2019)

White-box vs Black-box: Bayes Optimal Strategies for Membership Inference. - Alexandre Sablayrolles; Matthijs Douze; Cordelia Schmid; Yann Ollivier; Hervé Jégou (ICML, 2019)

Fixing the train-test resolution discrepancy. - Hugo Touvron; Andrea Vedaldi; Matthijs Douze; Hervé Jégou (NeurIPS, 2019)

MultiGrain: a unified image embedding for classes and instances. - Maxim Berman; Hervé Jégou; Andrea Vedaldi; Iasonas Kokkinos; Matthijs Douze (CoRR, 2019)

Generalized Many-Way Few-Shot Video Classification. - Yongqin Xian; Bruno Korbar; Matthijs Douze; Bernt Schiele; Zeynep Akata; Lorenzo Torresani (ECCV Workshops (6), 2020)

Radioactive data: tracing through training. - Alexandre Sablayrolles; Matthijs Douze; Cordelia Schmid; Hervé Jégou (ICML, 2020)

Fixing the train-test resolution discrepancy: FixEfficientNet. - Hugo Touvron; Andrea Vedaldi; Matthijs Douze; Hervé Jégou (CoRR, 2020)

Powers of layers for image-to-image translation. - Hugo Touvron; Matthijs Douze; Matthieu Cord; Hervé Jégou (CoRR, 2020)

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 (ICCV, 2021)

Grafit: Learning fine-grained image representations with coarse labels. - Hugo Touvron; Alexandre Sablayrolles; Matthijs Douze; Matthieu Cord; Hervé Jégou (ICCV, 2021)

Training data-efficient image transformers & distillation through attention. - Hugo Touvron; Matthieu Cord; Matthijs Douze; Francisco Massa; Alexandre Sablayrolles; Hervé Jégou (ICML, 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 (NeurIPS, 2021)

Results and findings of the 2021 Image Similarity Challenge. - Zoë Papakipos; Giorgos Tolias; Tomás Jenícek; Ed Pizzi; Shuhei Yokoo; Wenhao Wang; Yifan Sun 003; Weipu Zhang; Yi Yang 001; Sanjay Addicam; Sergio Manuel Papadakis; Cristian Canton-Ferrer; et al. (NeurIPS (Competition and Demos), 2021)

Results of the NeurIPS'21 Challenge on Billion-Scale Approximate Nearest Neighbor Search. - Harsha Vardhan Simhadri; George Williams; Martin Aumüller 001; Matthijs Douze; Artem Babenko; Dmitry Baranchuk; Qi Chen 009; Lucas Hosseini; Ravishankar Krishnaswamy; Gopal Srinivasa; Suhas Jayaram Subramanya; Jingdong Wang 001 (NeurIPS (Competition and Demos), 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 (SLT, 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)

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)

Embedding Arithmetic for Text-driven Image Transformation. - Guillaume Couairon; Matthieu Cord; Matthijs Douze; Holger Schwenk (CoRR, 2021)

Billion-Scale Similarity Search with GPUs. - Jeff Johnson 004; Matthijs Douze; Hervé Jégou (IEEE Trans. Big Data, 2021)

Embedding Arithmetic of Multimodal Queries for Image Retrieval. - Guillaume Couairon; Matthijs Douze; Matthieu Cord; Holger Schwenk (CVPR Workshops, 2022)

A Self-Supervised Descriptor for Image Copy Detection. - Ed Pizzi; Sreya Dutta Roy; Sugosh Nagavara Ravindra; Priya Goyal; Matthijs Douze (CVPR, 2022)

Watermarking Images in Self-Supervised Latent Spaces. - Pierre Fernandez; Alexandre Sablayrolles; Teddy Furon; Hervé Jégou; Matthijs Douze (ICASSP, 2022)

Nearest Neighbor Search with Compact Codes: A Decoder Perspective. - Kenza Amara; Matthijs Douze; Alexandre Sablayrolles; Hervé Jégou (ICMR, 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)

DeDrift: Robust Similarity Search under Content Drift. - Dmitry Baranchuk; Matthijs Douze; Yash Upadhyay; I. Zeki Yalniz (ICCV, 2023)

The Stable Signature: Rooting Watermarks in Latent Diffusion Models. - Pierre Fernandez; Guillaume Couairon; Hervé Jégou; Matthijs Douze; Teddy Furon (ICCV, 2023)

Active Image Indexing. - Pierre Fernandez; Matthijs Douze; Hervé Jégou; Teddy Furon (ICLR, 2023)

Functional Invariants To Watermark Large Transformers. - Pierre Fernandez; Guillaume Couairon; Teddy Furon; Matthijs Douze (ICASSP, 2024)

Residual Quantization with Implicit Neural Codebooks. - Iris A. M. Huijben; Matthijs Douze; Matthew J. Muckley; Ruud van Sloun; Jakob Verbeek (ICML, 2024)

Watermarking Makes Language Models Radioactive. - Tom Sander; Pierre Fernandez; Alain Durmus; Matthijs Douze; Teddy Furon (NeurIPS, 2024)

The Faiss library. - Matthijs Douze; Alexandr Guzhva; Chengqi Deng; Jeff Johnson 004; Gergely Szilvasy; Pierre-Emmanuel Mazaré; Maria Lomeli; Lucas Hosseini; Hervé Jégou (CoRR, 2024)

Vector search with small radiuses. - Gergely Szilvasy; Pierre-Emmanuel Mazaré; Matthijs Douze (CoRR, 2024)

Results of the Big ANN: NeurIPS'23 competition. - Harsha Vardhan Simhadri; Martin Aumüller 001; Amir Ingber; Matthijs Douze; George Williams; Magdalen Dobson Manohar; Dmitry Baranchuk; Edo Liberty; Frank Liu 007; Benjamin Landrum; Mazin Karjikar; Laxman Dhulipala; et al. (CoRR, 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)

Machine learning and high dimensional vector search. - Matthijs Douze (IEEE Data Eng. Bull., 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 (ICLR, 2025)

Watermark Anything With Localized Messages. - Tom Sander; Pierre Fernandez; Alain Oliviero Durmus; Teddy Furon; Matthijs Douze (ICLR, 2025)

Qinco2: Vector Compression and Search with Improved Implicit Neural Codebooks. - Théophane Vallaeys; Matthew J. Muckley; Jakob Verbeek; Matthijs Douze (ICLR, 2025)

Lossless Compression of Vector IDs for Approximate Nearest Neighbor Search. - Daniel Severo 001; Giuseppe Ottaviano; Matthew J. Muckley; Karen Ullrich; Matthijs Douze (CoRR, 2025)

Inference-time sparse attention with asymmetric indexing. - Pierre-Emmanuel Mazaré; Gergely Szilvasy; Maria Lomeli; Francisco Massa; Naila Murray; Hervé Jégou; Matthijs Douze (CoRR, 2025)