Douze, Matthijs

35 publications

ICLR 2025 MagicPIG: LSH Sampling for Efficient LLM Generation Zhuoming Chen, Ranajoy Sadhukhan, Zihao Ye, Yang Zhou, Jianyu Zhang, Niklas Nolte, Yuandong Tian, Matthijs Douze, Leon Bottou, Zhihao Jia, Beidi Chen

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

NeurIPS 2025 Results of the Big ANN: NeurIPS’23 Competition Harsha Vardhan Simhadri, Martin Aumüller, Matthijs Douze, Dmitry Baranchuk, Amir Ingber, Edo Liberty, George Williams, Ben Landrum, Magdalen Dobson Manohar, Mazin Karjikar, Laxman Dhulipala, Meng Chen, Yue Chen, Rui Ma, Kai Zhang, Yuzheng Cai, Jiayang Shi, Weiguo Zheng, Yizhuo Chen, Jie Yin, Ben Huang

ICLR 2025 Watermark Anything with Localized Messages Tom Sander, Pierre Fernandez, Alain Oliviero Durmus, Teddy Furon, Matthijs Douze

NeurIPSW 2024 MagicPIG: LSH Sampling for Efficient LLM Generation Zhuoming Chen, Ranajoy Sadhukhan, Zihao Ye, Yang Zhou, Jianyu Zhang, Niklas Nolte, Yuandong Tian, Matthijs Douze, Leon Bottou, Zhihao Jia, Beidi Chen

ICML 2024 Residual Quantization with Implicit Neural Codebooks Iris A.M. Huijben, Matthijs Douze, Matthew J. Muckley, Ruud Van Sloun, Jakob Verbeek

NeurIPS 2024 Watermarking Makes Language Models Radioactive Tom Sander, Pierre Fernandez, Alain Durmus, Matthijs Douze, Teddy Furon

ICLR 2023 Active Image Indexing Pierre Fernandez, Matthijs Douze, Herve Jegou, Teddy Furon

ICCV 2023 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

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

CVPRW 2022 Embedding Arithmetic of Multimodal Queries for Image Retrieval Guillaume Couairon, Matthijs Douze, Matthieu Cord, Holger Schwenk

ICCV 2021 Grafit: Learning Fine-Grained Image Representations with Coarse Labels Hugo Touvron, Alexandre Sablayrolles, Matthijs Douze, Matthieu Cord, Hervé Jégou

ICCV 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

ICML 2021 Training Data-Efficient Image Transformers & Distillation Through Attention Hugo Touvron, Matthieu Cord, Matthijs Douze, Francisco Massa, Alexandre Sablayrolles, Herve Jegou

NeurIPS 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 J. Verbeek, Herve Jegou

ECCVW 2020 Generalized Many-Way Few-Shot Video Classification Yongqin Xian, Bruno Korbar, Matthijs Douze, Bernt Schiele, Zeynep Akata, Lorenzo Torresani

ICML 2020 Radioactive Data: Tracing Through Training Alexandre Sablayrolles, Matthijs Douze, Cordelia Schmid, Herve Jegou

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

NeurIPS 2019 Fixing the Train-Test Resolution Discrepancy Hugo Touvron, Andrea Vedaldi, Matthijs Douze, Herve Jegou

ICLR 2019 Spreading Vectors for Similarity Search Alexandre Sablayrolles, Matthijs Douze, Cordelia Schmid, Hervé Jégou

ICML 2019 White-Box vs Black-Box: Bayes Optimal Strategies for Membership Inference Alexandre Sablayrolles, Matthijs Douze, Cordelia Schmid, Yann Ollivier, Herve Jegou

ECCV 2018 Deep Clustering for Unsupervised Learning of Visual Features Mathilde Caron, Piotr Bojanowski, Armand Joulin, Matthijs Douze

ECCV 2016 Polysemous Codes Matthijs Douze, Hervé Jégou, Florent Perronnin

ICCV 2015 Local Convolutional Features with Unsupervised Training for Image Retrieval Mattis Paulin, Matthijs Douze, Zaid Harchaoui, Julien Mairal, Florent Perronin, Cordelia Schmid

ECCV 2014 Category-Specific Video Summarization Danila Potapov, Matthijs Douze, Zaïd Harchaoui, Cordelia Schmid

CVPR 2013 Event Retrieval in Large Video Collections with Circulant Temporal Encoding Jerome Revaud, Matthijs Douze, Cordelia Schmid, Herve Jegou

ICCV 2013 Stable Hyper-Pooling and Query Expansion for Event Detection Matthijs Douze, Jerome Revaud, Cordelia Schmid, Herve Jegou

CVPR 2012 Large-Scale Image Classification with Trace-Norm Regularization Zaïd Harchaoui, Matthijs Douze, Mattis Paulin, Miroslav Dudík, Jérôme Malick

CVPR 2011 Combining Attributes and Fisher Vectors for Efficient Image Retrieval Matthijs Douze, Arnau Ramisa, Cordelia Schmid

CVPR 2010 Aggregating Local Descriptors into a Compact Image Representation Hervé Jégou, Matthijs Douze, Cordelia Schmid, Patrick Pérez

ECCV 2010 Compact Video Description for Copy Detection with Precise Temporal Alignment Matthijs Douze, Hervé Jégou, Cordelia Schmid, Patrick Pérez

CVPR 2009 On the Burstiness of Visual Elements Hervé Jégou, Matthijs Douze, Cordelia Schmid

ICCV 2009 Packing Bag-of-Features Hervé Jégou, Matthijs Douze, Cordelia Schmid

ECCV 2008 Hamming Embedding and Weak Geometric Consistency for Large Scale Image Search Hervé Jégou, Matthijs Douze, Cordelia Schmid