vix.ing · top · new · best · stats · spec

Matthijs Douze

  1. Billion-scale similarity search with GPUs
    2017/02/28 by Jeff Johnson, Johnson, Jeff, Matthijs Douze +3 · 5 voices · 297 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Data Structures and Algorithms (cs.DS) #Databases (cs.DB) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #cs.CV #cs.DB #cs.DS #cs.IR
  2. Deep Clustering for Unsupervised Learning of Visual Features
    2018/07/15 by Mathilde Caron, Piotr Bojanowski, Caron, Mathilde +5 · 2 voices · 77 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #cs.CV
  3. Training data-efficient image transformers & distillation through attention
    2020/12/23 by Hugo Touvron, Touvron, Hugo, Matthieu Cord +9 · 315 citations
    Computer Science · #Currency Recognition and Detection
  4. FastText.zip: Compressing text classification models
    2016/12/12 by Armand Joulin, Joulin, Armand, Edouard Grave +9 · 2 voices · 20 citations
    #cs.CL #cs.LG
  5. The Faiss library
    2024/01/16 by Matthijs Douze, Douze, Matthijs, Alexandr Guzhva +15 · 70 citations
    Computer Science · #Data Management and Algorithms #Constraint Satisfaction and Optimization #Advanced Database Systems and Queries
  6. Fixing the train-test resolution discrepancy
    2019/06/14 by Hugo Touvron, Touvron, Hugo, Andrea Vedaldi +6 · 2 voices · 20 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning
  7. White-box vs Black-box: Bayes Optimal Strategies for Membership Inference
    2019/08/29 by Alexandre Sablayrolles, Sablayrolles, Alexandre, Matthijs Douze +7 · 27 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare
  8. The Stable Signature: Rooting Watermarks in Latent Diffusion Models
    2023/03/27 by Pierre Fernandez, Fernandez, Pierre, Guillaume Couairon +7 · 40 citations
    Computer Science · #Advanced Steganography and Watermarking Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Handwritten Text Recognition Techniques
  9. LeViT: a Vision Transformer in ConvNet's Clothing for Faster Inference
    2021/04/02 by Ben Graham, Graham, Ben, Alaaeldin El-Nouby +11 · 35 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #CCD and CMOS Imaging Sensors #Advanced Image and Video Retrieval Techniques
  10. A Self-Supervised Descriptor for Image Copy Detection
    2022/02/21 by Ed Pizzi, Sreya Dutta Roy, Pizzi, Ed +7 · 23 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques
  11. Spreading vectors for similarity search
    2018/06/08 by Alexandre Sablayrolles, Sablayrolles, Alexandre, Matthijs Douze +5 · 15 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning #Human Pose and Action Recognition
  12. Lossless Compression of Vector IDs for Approximate Nearest Neighbor Search
    2025/01/16 by Daniel Severo, Severo, Daniel, Giuseppe Ottaviano +8 · 9 voices
    Computer Science · #Data Management and Algorithms #Face and Expression Recognition #Advanced Image and Video Retrieval Techniques
  13. Searching in one billion vectors: re-rank with source coding
    2011/02/18 by Hervé Jeǵou, Jégou, Hervé, Romain Tavenard +5 · 11 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Music and Audio Processing #Video Analysis and Summarization
  14. Watermarking Images in Self-Supervised Latent Spaces
    2021/12/17 by Pierre Fernandez, Fernandez, Pierre, Alexandre Sablayrolles +7 · 16 citations
    Computer Science · #Advanced Steganography and Watermarking Techniques #Digital Media Forensic Detection #Handwritten Text Recognition Techniques
  15. XCiT: Cross-Covariance Image Transformers
    2021/06/17 by Alaaeldin El-Nouby, El-Nouby, Alaaeldin, Hugo Touvron +19 · 12 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  16. MagicPIG: LSH Sampling for Efficient LLM Generation
    2024/10/21 by Zhuoming Chen, Chen, Zhuoming, Ranajoy Sadhukhan +19 · 21 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Music and Audio Processing #Speech Recognition and Synthesis #Video Analysis and Summarization
  17. Radioactive data: tracing through training
    2020/02/03 by Alexandre Sablayrolles, Sablayrolles, Alexandre, Matthijs Douze +5 · 8 citations
    Computer Science · Medicine · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  18. Watermarking Makes Language Models Radioactive
    2024/02/22 by Tom Sander, Pierre Fernandez, Sander, Tom +7 · 10 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech Recognition and Synthesis
  19. MultiGrain: a unified image embedding for classes and instances
    2019/02/14 by Maxim Berman, Berman, Maxim, Hervé Jeǵou +7 · 4 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  20. Results of the Big ANN: NeurIPS'23 competition
    2024/09/25 by Harsha Vardhan Simhadri, Simhadri, Harsha Vardhan, Martin Aumüller +41 · 6 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Data Management and Algorithms #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #H.3.3 #Image Retrieval and Classification Techniques #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Performance (cs.PF)