Matthijs Douze

25 papers · 2013–2025 · 7 conferences · across top CS/AI conferences

Achievements

+12 more ↓

🐣 Hot Topic Early Bird 🌍 Conference Polyglot (7) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🏃 Academic Marathon (12)

🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (7) 🌟 Keyword Trendsetter Combo (3) 🏆 Grand Slam 👑 Triple Crown 🤝 Dynamic Duo (15) 🔥 Unstoppable (8) 💎 Century Club (25) 📈 Trend Setter 🗃️ Keyword Collector (97) 🚀 Conference Pioneer

Conferences

ICCV (6) CVPR (5) ICLR (5) ICML (4) NIPS (3) AAAI (1) ECCV (1)

Top co-authors

Herve Jegou (15) Alexandre Sablayrolles (6) Cordelia Schmid (6) Hugo Touvron (5) Pierre Fernandez (4) Teddy Furon (4) Armand Joulin (3) Jakob Verbeek (2) Jerome Revaud (2) Mathilde Caron (2)

Keywords

image retrieval (3) image classification (3) membership inference (3) vision transformer (2) representation learning (2) attention mechanism (2) unsupervised learning (2) nearest neighbor search (2) video retrieval (2) neural network (2) convolutional neural network (2) similarity search (2) information retrieval (2) self-supervised learning (1) semi-supervised learning (1) label propagation (1) semantic segmentation (1) transfer learning (1) text representation (1) data poisoning (1)

Papers

Qinco2: Vector Compression and Search with Improved Implicit Neural Codebooks ICLR 2025 MagicPIG: LSH Sampling for Efficient LLM Generation ICLR 2025 Watermark Anything With Localized Messages ICLR 2025 Watermarking Makes Language Models Radioactive NIPS 2024 Residual Quantization with Implicit Neural Codebooks ICML 2024 DEDRIFT: Robust Similarity Search under Content Drift ICCV 2023 The Stable Signature: Rooting Watermarks in Latent Diffusion Models ICCV 2023 Active Image Indexing ICLR 2023 A Self-Supervised Descriptor for Image Copy Detection CVPR 2022 LeViT: A Vision Transformer in ConvNet's Clothing for Faster Inference ICCV 2021 XCiT: Cross-Covariance Image Transformers NIPS 2021 Grafit: Learning Fine-Grained Image Representations With Coarse Labels ICCV 2021 Training data-efficient image transformers & distillation through attention ICML 2021 Radioactive data: tracing through training ICML 2020 Analysis of Joint Multilingual Sentence Representations and Semantic K-Nearest Neighbor Graphs AAAI 2019 Spreading vectors for similarity search ICLR 2019 White-box vs Black-box: Bayes Optimal Strategies for Membership Inference ICML 2019 Fixing the train-test resolution discrepancy NIPS 2019 Deep Clustering for Unsupervised Learning of Visual Features ECCV 2018 Low-Shot Learning With Large-Scale Diffusion CVPR 2018 LAMV: Learning to Align and Match Videos With Kernelized Temporal Layers CVPR 2018 Link and Code: Fast Indexing With Graphs and Compact Regression Codes CVPR 2018 Local Convolutional Features With Unsupervised Training for Image Retrieval ICCV 2015 Stable Hyper-pooling and Query Expansion for Event Detection ICCV 2013 Event Retrieval in Large Video Collections with Circulant Temporal Encoding CVPR 2013