Matthijs Douze is affiliated with Facebook in the United States and focuses on research within the field of computer science. The primary area of study includes computer vision and pattern recognition, with significant contributions documented in related subfields such as artificial intelligence, signal processing, radiology, nuclear medicine and imaging, and electrical and electronic engineering.
Their published work spans advanced image and video retrieval techniques, domain adaptation and few-shot learning, multimodal machine learning applications, advanced steganography and watermarking techniques, human pose and action recognition, advanced neural network applications, and image retrieval and classification techniques.
Frequent coauthors collaborating with Matthijs Douze include Hervé Jeǵou, Hugo Touvron, Ed Pizzi, Alexandre Sablayrolles, and Pierre-Emmanuel Mazaré.
Key publication venues where their research has appeared include arXiv (Cornell University), the 2021 IEEE/CVF International Conference on Computer Vision (ICCV), IEEE Transactions on Big Data, the 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), and ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
Selected recent papers authored or coauthored by Matthijs Douze are:
H Jégou;M Douze;C Schmid
Herve Jegou;Matthijs Douze;Cordelia Schmid;Patrick Perez
Mathilde Caron;Piotr Bojanowski;Armand Joulin;Matthijs Douze
Jeff Johnson;Matthijs Douze;Herve Jegou
Herve Jegou;Matthijs Douze;Cordelia Schmid
H. Jegou;F. Perronnin;M. Douze;J. Sanchez
Hervé Jégou;Matthijs Douze;Cordelia Schmid
Armand Joulin;Edouard Grave;Piotr Bojanowski;Matthijs Douze
Danila Potapov;Matthijs Douze;Zaid Harchaoui;Cordelia Schmid
Herve Jegou;Matthijs Douze;Cordelia Schmid
Matthijs Douze;Hervé Jégou;Harsimrat Sandhawalia;Laurent Amsaleg
Hugo Touvron;Matthieu Cord;Matthijs Douze;Francisco Massa
Herve Jegou;Romain Tavenard;Matthijs Douze;Laurent Amsaleg
Matthijs Douze;Arnau Ramisa;Cordelia Schmid
Herve Jegou;Matthijs Douze;Cordelia Schmid
Alaaeldin El-Nouby;Hugo Touvron;Mathilde Caron;Piotr Bojanowski
Matthijs Douze;Herve Jegou;Cordelia Schmid
Holger Schwenk;Matthijs Douze
Mattis Paulin;Matthijs Douze;Zaid Harchaoui;Julien Mairal
Hugo Touvron;Andrea Vedaldi;Matthijs Douze;Herve Jegou
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