Matthijs Douze

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 78

Top Venues

CoRR

ICCV

CVPR

ICASSP

Publications

Tom Sander, Pierre Fernandez, Alain Durmus, Matthijs Douze, Teddy Furon
Watermarking Makes Language Models Radioactive. CoRR (2024)
Gergely Szilvasy, Pierre-Emmanuel Mazaré, Matthijs Douze
Vector search with small radiuses. CoRR (2024)
Matthijs Douze, Alexandr Guzhva, Chengqi Deng, Jeff Johnson, Gergely Szilvasy, Pierre-Emmanuel Mazaré, Maria Lomeli, Lucas Hosseini, Hervé Jégou
The Faiss library. CoRR (2024)
Ed Pizzi, Giorgos Kordopatis-Zilos, Hiral Patel, Gheorghe Postelnicu, Sugosh Nagavara Ravindra, Akshay Gupta, Symeon Papadopoulos, Giorgos Tolias, Matthijs Douze
The 2023 video similarity dataset and challenge. Comput. Vis. Image Underst. 243 (2024)
Pierre Fernandez, Guillaume Couairon, Teddy Furon, Matthijs Douze
Functional Invariants To Watermark Large Transformers. ICASSP (2024)
Iris A. M. Huijben, Matthijs Douze, Matthew J. Muckley, Ruud van Sloun, Jakob Verbeek
Residual Quantization with Implicit Neural Codebooks. CoRR (2024)
Dmitry Baranchuk, Matthijs Douze, Yash Upadhyay, I. Zeki Yalniz
DeDrift: Robust Similarity Search under Content Drift. ICCV (2023)
Pierre Fernandez, Guillaume Couairon, Hervé Jégou, Matthijs Douze, Teddy Furon
The Stable Signature: Rooting Watermarks in Latent Diffusion Models. CoRR (2023)
Dmitry Baranchuk, Matthijs Douze, Yash Upadhyay, I. Zeki Yalniz
DeDrift: Robust Similarity Search under Content Drift. CoRR (2023)
Pierre Fernandez, Guillaume Couairon, Hervé Jégou, Matthijs Douze, Teddy Furon
The Stable Signature: Rooting Watermarks in Latent Diffusion Models. ICCV (2023)
Pierre Fernandez, Matthijs Douze, Hervé Jégou, Teddy Furon
Active Image Indexing. ICLR (2023)
Ed Pizzi, Giorgos Kordopatis-Zilos, Hiral Patel, Gheorghe Postelnicu, Sugosh Nagavara Ravindra, Akshay Gupta, Symeon Papadopoulos, Giorgos Tolias, Matthijs Douze
The 2023 Video Similarity Dataset and Challenge. CoRR (2023)
Pierre Fernandez, Guillaume Couairon, Teddy Furon, Matthijs Douze
Functional Invariants to Watermark Large Transformers. CoRR (2023)
Kenza Amara, Matthijs Douze, Alexandre Sablayrolles, Hervé Jégou
Nearest Neighbor Search with Compact Codes: A Decoder Perspective. ICMR (2022)
Yongqin Xian, Bruno Korbar, Matthijs Douze, Lorenzo Torresani, Bernt Schiele, Zeynep Akata
Generalized Few-Shot Video Classification With Video Retrieval and Feature Generation. IEEE Trans. Pattern Anal. Mach. Intell. 44 (12) (2022)
Pierre Fernandez, Matthijs Douze, Hervé Jégou, Teddy Furon
Active Image Indexing. CoRR (2022)
Guillaume Couairon, Matthijs Douze, Matthieu Cord, Holger Schwenk
Embedding Arithmetic of Multimodal Queries for Image Retrieval. CVPR Workshops (2022)
Pierre Fernandez, Alexandre Sablayrolles, Teddy Furon, Hervé Jégou, Matthijs Douze
Watermarking Images in Self-Supervised Latent Spaces. ICASSP (2022)
Ed Pizzi, Sreya Dutta Roy, Sugosh Nagavara Ravindra, Priya Goyal, Matthijs Douze
A Self-Supervised Descriptor for Image Copy Detection. CVPR (2022)
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
Results of the NeurIPS'21 Challenge on Billion-Scale Approximate Nearest Neighbor Search. CoRR (2022)
Ed Pizzi, Sreya Dutta Roy, Sugosh Nagavara Ravindra, Priya Goyal, Matthijs Douze
A Self-Supervised Descriptor for Image Copy Detection. CoRR (2022)
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
Results and findings of the 2021 Image Similarity Challenge. CoRR (2022)
Alaaeldin Ali, Hugo Touvron, Mathilde Caron, Piotr Bojanowski, Matthijs Douze, Armand Joulin, Ivan Laptev, Natalia Neverova, Gabriel Synnaeve, Jakob Verbeek, Hervé Jégou
XCiT: Cross-Covariance Image Transformers. NeurIPS (2021)
Kenza Amara, Matthijs Douze, Alexandre Sablayrolles, Hervé Jégou
Nearest neighbor search with compact codes: A decoder perspective. CoRR (2021)
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
Results of the NeurIPS'21 Challenge on Billion-Scale Approximate Nearest Neighbor Search. NeurIPS (Competition and Demos) (2021)
Jeff Johnson, Matthijs Douze, Hervé Jégou
Billion-Scale Similarity Search with GPUs. IEEE Trans. Big Data 7 (3) (2021)
Alaaeldin El-Nouby, Hugo Touvron, Mathilde Caron, Piotr Bojanowski, Matthijs Douze, Armand Joulin, Ivan Laptev, Natalia Neverova, Gabriel Synnaeve, Jakob Verbeek, Hervé Jégou
XCiT: Cross-Covariance Image Transformers. CoRR (2021)
Eugene Kharitonov, Morgane Rivière, Gabriel Synnaeve, Lior Wolf, Pierre-Emmanuel Mazaré, Matthijs Douze, Emmanuel Dupoux
Data Augmenting Contrastive Learning of Speech Representations in the Time Domain. SLT (2021)
Pierre Fernandez, Alexandre Sablayrolles, Teddy Furon, Hervé Jégou, Matthijs Douze
Watermarking Images in Self-Supervised Latent Spaces. CoRR (2021)
Benjamin Graham, Alaaeldin El-Nouby, Hugo Touvron, Pierre Stock, Armand Joulin, Hervé Jégou, Matthijs Douze
LeViT: a Vision Transformer in ConvNet's Clothing for Faster Inference. CoRR (2021)
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
Results and findings of the 2021 Image Similarity Challenge. NeurIPS (Competition and Demos) (2021)
Benjamin Graham, Alaaeldin El-Nouby, Hugo Touvron, Pierre Stock, Armand Joulin, Hervé Jégou, Matthijs Douze
LeViT: a Vision Transformer in ConvNet's Clothing for Faster Inference. ICCV (2021)
Guillaume Couairon, Matthieu Cord, Matthijs Douze, Holger Schwenk
Embedding Arithmetic for Text-driven Image Transformation. CoRR (2021)
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
The 2021 Image Similarity Dataset and Challenge. CoRR (2021)
Hugo Touvron, Matthieu Cord, Matthijs Douze, Francisco Massa, Alexandre Sablayrolles, Hervé Jégou
Training data-efficient image transformers & distillation through attention. ICML (2021)
Hugo Touvron, Alexandre Sablayrolles, Matthijs Douze, Matthieu Cord, Hervé Jégou
Grafit: Learning fine-grained image representations with coarse labels. ICCV (2021)
Hugo Touvron, Andrea Vedaldi, Matthijs Douze, Hervé Jégou
Fixing the train-test resolution discrepancy: FixEfficientNet. CoRR (2020)
Yongqin Xian, Bruno Korbar, Matthijs Douze, Bernt Schiele, Zeynep Akata, Lorenzo Torresani
Generalized Many-Way Few-Shot Video Classification. CoRR (2020)
Alexandre Sablayrolles, Matthijs Douze, Cordelia Schmid, Hervé Jégou
Radioactive data: tracing through training. ICML (2020)
Eugene Kharitonov, Morgane Rivière, Gabriel Synnaeve, Lior Wolf, Pierre-Emmanuel Mazaré, Matthijs Douze, Emmanuel Dupoux
Data Augmenting Contrastive Learning of Speech Representations in the Time Domain. CoRR (2020)
Hugo Touvron, Alexandre Sablayrolles, Matthijs Douze, Matthieu Cord, Hervé Jégou
Grafit: Learning fine-grained image representations with coarse labels. CoRR (2020)
Yongqin Xian, Bruno Korbar, Matthijs Douze, Bernt Schiele, Zeynep Akata, Lorenzo Torresani
Generalized Many-Way Few-Shot Video Classification. ECCV Workshops (6) (2020)
Alexandre Sablayrolles, Matthijs Douze, Cordelia Schmid, Hervé Jégou
Radioactive data: tracing through training. CoRR (2020)
Hugo Touvron, Matthieu Cord, Matthijs Douze, Francisco Massa, Alexandre Sablayrolles, Hervé Jégou
Training data-efficient image transformers & distillation through attention. CoRR (2020)
Hugo Touvron, Matthijs Douze, Matthieu Cord, Hervé Jégou
Powers of layers for image-to-image translation. CoRR (2020)
Hugo Touvron, Andrea Vedaldi, Matthijs Douze, Hervé Jégou
Fixing the train-test resolution discrepancy. NeurIPS (2019)
Hugo Touvron, Andrea Vedaldi, Matthijs Douze, Hervé Jégou
Fixing the train-test resolution discrepancy. CoRR (2019)
Alexandre Sablayrolles, Matthijs Douze, Cordelia Schmid, Hervé Jégou
Spreading vectors for similarity search. ICLR (Poster) (2019)
Adrien Dufraux, Emmanuel Vincent, Awni Hannun, Armelle Brun, Matthijs Douze
Lead2Gold: Towards exploiting the full potential of noisy transcriptions for speech recognition. CoRR (2019)
Holger Schwenk, Douwe Kiela, Matthijs Douze
Analysis of Joint Multilingual Sentence Representations and Semantic K-Nearest Neighbor Graphs. AAAI (2019)
Maxim Berman, Hervé Jégou, Andrea Vedaldi, Iasonas Kokkinos, Matthijs Douze
MultiGrain: a unified image embedding for classes and instances. CoRR (2019)
Alexandre Sablayrolles, Matthijs Douze, Cordelia Schmid, Yann Ollivier, Hervé Jégou
White-box vs Black-box: Bayes Optimal Strategies for Membership Inference. ICML (2019)
Adrien Dufraux, Emmanuel Vincent, Awni Hannun, Armelle Brun, Matthijs Douze
Lead2Gold: Towards Exploiting the Full Potential of Noisy Transcriptions for Speech Recognition. ASRU (2019)
Alexandre Sablayrolles, Matthijs Douze, Yann Ollivier, Cordelia Schmid, Hervé Jégou
White-box vs Black-box: Bayes Optimal Strategies for Membership Inference. CoRR (2019)
Alexandre Sablayrolles, Matthijs Douze, Cordelia Schmid, Hervé Jégou
A neural network catalyzer for multi-dimensional similarity search. CoRR (2018)
Matthijs Douze, Arthur Szlam, Bharath Hariharan, Hervé Jégou
Low-Shot Learning With Large-Scale Diffusion. CVPR (2018)
Matthijs Douze, Alexandre Sablayrolles, Hervé Jégou
Link and Code: Fast Indexing With Graphs and Compact Regression Codes. CVPR (2018)
Mathilde Caron, Piotr Bojanowski, Armand Joulin, Matthijs Douze
Deep Clustering for Unsupervised Learning of Visual Features. CoRR (2018)
Alexandre Sablayrolles, Matthijs Douze, Cordelia Schmid, Hervé Jégou
Déjà Vu: an empirical evaluation of the memorization properties of ConvNets. CoRR (2018)
Matthijs Douze, Alexandre Sablayrolles, Hervé Jégou
Link and code: Fast indexing with graphs and compact regression codes. CoRR (2018)
Lorenzo Baraldi, Matthijs Douze, Rita Cucchiara, Hervé Jégou
LAMV: Learning to Align and Match Videos With Kernelized Temporal Layers. CVPR (2018)
Mathilde Caron, Piotr Bojanowski, Armand Joulin, Matthijs Douze
Deep Clustering for Unsupervised Learning of Visual Features. ECCV (14) (2018)
Alexandre Sablayrolles, Matthijs Douze, Nicolas Usunier, Hervé Jégou
How should we evaluate supervised hashing? ICASSP (2017)
Holger Schwenk, Ke M. Tran, Orhan Firat, Matthijs Douze
Learning Joint Multilingual Sentence Representations with Neural Machine Translation. CoRR (2017)
Jeff Johnson, Matthijs Douze, Hervé Jégou
Billion-scale similarity search with GPUs. CoRR (2017)
Mattis Paulin, Julien Mairal, Matthijs Douze, Zaïd Harchaoui, Florent Perronnin, Cordelia Schmid
Convolutional Patch Representations for Image Retrieval: An Unsupervised Approach. Int. J. Comput. Vis. 121 (1) (2017)
Matthijs Douze, Hervé Jégou, Jeff Johnson
An Evaluation of Large-scale Methods for Image Instance and Class Discovery. ACM Multimedia (Thematic Workshops) (2017)
Holger Schwenk, Matthijs Douze
Learning Joint Multilingual Sentence Representations with Neural Machine Translation. Rep4NLP@ACL (2017)
Matthijs Douze, Hervé Jégou, Jeff Johnson
An evaluation of large-scale methods for image instance and class discovery. CoRR (2017)
Danila Potapov, Matthijs Douze, Jérôme Revaud, Zaïd Harchaoui, Cordelia Schmid
Inferring the Structure of Action Movies. WICED@Eurographics (2017)
Matthijs Douze, Arthur Szlam, Bharath Hariharan, Hervé Jégou
Low-shot learning with large-scale diffusion. CoRR (2017)
Matthijs Douze, Jean-Sébastien Franco, Bruno Raffin
QuickCSG: Fast Arbitrary Boolean Combinations of N Solids. CoRR (2017)
Mattis Paulin, Julien Mairal, Matthijs Douze, Zaïd Harchaoui, Florent Perronnin, Cordelia Schmid
Convolutional Patch Representations for Image Retrieval: an Unsupervised Approach. CoRR (2016)
Armand Joulin, Edouard Grave, Piotr Bojanowski, Matthijs Douze, Hervé Jégou, Tomás Mikolov
FastText.zip: Compressing text classification models. CoRR (2016)
Alexandre Sablayrolles, Matthijs Douze, Hervé Jégou, Nicolas Usunier
How should we evaluate supervised hashing? CoRR (2016)
Matthijs Douze, Hervé Jégou, Florent Perronnin
Polysemous Codes. ECCV (2) (2016)
Matthijs Douze, Hervé Jégou, Florent Perronnin
Polysemous codes. CoRR (2016)
Matthijs Douze, Jérôme Revaud, Jakob J. Verbeek, Hervé Jégou, Cordelia Schmid
Circulant Temporal Encoding for Video Retrieval and Temporal Alignment. Int. J. Comput. Vis. 119 (3) (2016)
Danila Potapov, Matthijs Douze, Jérôme Revaud, Zaïd Harchaoui, Cordelia Schmid
Beat-Event Detection in Action Movie Franchises. CoRR (2015)
Mattis Paulin, Matthijs Douze, Zaïd Harchaoui, Julien Mairal, Florent Perronnin, Cordelia Schmid
Local Convolutional Features with Unsupervised Training for Image Retrieval. ICCV (2015)
Matthijs Douze, Jérôme Revaud, Jakob J. Verbeek, Hervé Jégou, Cordelia Schmid
Circulant temporal encoding for video retrieval and temporal alignment. CoRR (2015)
Matthijs Douze, Hervé Jégou
The Yael Library. ACM Multimedia (2014)
Danila Potapov, Matthijs Douze, Zaïd Harchaoui, Cordelia Schmid
Category-Specific Video Summarization. ECCV (6) (2014)
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
The INRIA-LIM-VocR and AXES submissions to TrecVid 2014 Multimedia Event Detection. TRECVID (2014)
Jérôme Revaud, Matthijs Douze, Cordelia Schmid, Hervé Jégou
Event Retrieval in Large Video Collections with Circulant Temporal Encoding. CVPR (2013)
Matthijs Douze, Jérôme Revaud, Cordelia Schmid, Hervé Jégou
Stable Hyper-pooling and Query Expansion for Event Detection. ICCV (2013)
Kevin McGuinness, Noel E. O'Connor, Robin Aly, Franciska de Jong, Ken Chatfield, Omkar M. Parkhi, Relja Arandjelovic, Andrew Zisserman, Matthijs Douze, Cordelia Schmid
The AXES PRO video search system. ICMR (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
The AXES submissions at TRECVID 2013. TRECVID (2013)
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
AXES at TRECVID 2012: KIS, INS, and MED. TRECVID (2012)
Zaïd Harchaoui, Matthijs Douze, Mattis Paulin, Miroslav Dudík, Jérôme Malick
Large-scale image classification with trace-norm regularization. CVPR (2012)
Hervé Jégou, Florent Perronnin, Matthijs Douze, Jorge Sánchez, Patrick Pérez, Cordelia Schmid
Aggregating Local Image Descriptors into Compact Codes. IEEE Trans. Pattern Anal. Mach. Intell. 34 (9) (2012)
Jérôme Revaud, Matthijs Douze, Cordelia Schmid
Correlation-based burstiness for logo retrieval. ACM Multimedia (2012)
Hervé Jégou, Romain Tavenard, Matthijs Douze, Laurent Amsaleg
Searching in one billion vectors: re-rank with source coding CoRR (2011)
Mohamed Ayari, Jonathan Delhumeau, Matthijs Douze, Hervé Jégou, Danila Potapov, Jérôme Revaud, Cordelia Schmid, Jiangbo Yuan
INRIA @TRECVID 2011: Copy Detection & Multimedia Event Detection. TRECVID (2011)
Christian Wengert, Matthijs Douze, Hervé Jégou
Bag-of-colors for improved image search. ACM Multimedia (2011)
Matthijs Douze, Arnau Ramisa, Cordelia Schmid
Combining attributes and Fisher vectors for efficient image retrieval. CVPR (2011)
Hervé Jégou, Matthijs Douze, Cordelia Schmid
Product Quantization for Nearest Neighbor Search. IEEE Trans. Pattern Anal. Mach. Intell. 33 (1) (2011)
Hervé Jégou, Romain Tavenard, Matthijs Douze, Laurent Amsaleg
Searching in one billion vectors: Re-rank with source coding. ICASSP (2011)
Matthijs Douze, Hervé Jégou, Cordelia Schmid, Patrick Pérez
Compact Video Description for Copy Detection with Precise Temporal Alignment. ECCV (1) (2010)
Hervé Jégou, Matthijs Douze, Cordelia Schmid
Improving Bag-of-Features for Large Scale Image Search. Int. J. Comput. Vis. 87 (3) (2010)

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Publication Activity (10 Years)

Top Topics

Top Venues

Matthijs Douze