| 2025 | Double Filtering Using Short and Long Quantized Projections. | Naoya Higuchi, Yasunobu Imamura, Takeshi Shinohara, Kouichi Hirata, Tetsuji Kuboyama |
| 2025 | Combining Dissimilarity Spaces to Improve ANN Search. | Elena Garca-Morato |
| 2025 | Refinement-Based Graph Construction for Search in Low-Memory Systems. | Cole Foster, Scarlett Magdaleno-Gatica, Benjamin Kimia |
| 2025 | ViSketch-GPT: Collaborative Multi-scale Feature Extraction For Hand-Drawn Sketch Retrieval. | Giulio Federico, Fabio Carrara, Claudio Gennaro, Marco Di Benedetto |
| 2025 | Fast, Compact NN-Table Build Using Equi-Voronoi Polytopes. | Alan Dearle, Richard Connor, Ben Claydon, Ferdia McKeogh |
| 2025 | Quantification of Similarities: Embeddings Into Euclidean Spaces and Taxonomies. | Evgeny Dantsin, Alexander Wolpert |
| 2025 | Equi-Voronoi Polytopes: A Geometric Basis for 2-bit Quantisation. | Richard Connor, Alan Dearle, Ben Claydon |
| 2025 | Learning to Find Good Hash Functions for Embeddings. | Ben Claydon, Richard Connor, Alan Dearle |
| 2025 | On the Theoretical Advantages of Bilinear Similarities in Dense Retrieval. | Shubham Chatterjee |
| 2025 | SISAP Indexing Challenge 2025 - Solution for Task 2 Using Root Join. | Benjamin Bustos, Jiale Chen |
| 2025 | Metric Matters: A Formal Evaluation of Similarity Measures in Active Learning for Cyber Threat Intelligence. | Sidahmed Benabderrahmane, Talal Rawhan |
| 2025 | Intrinsic Dimension, Degrees of Freedom, Odds and Uniformity: A Unified Perspective. | James Bailey, Ricardo J. G. B. Campello, Michael E. Houle |
| 2025 | CF-OOD: Concentration-Free Density Estimation for Reliable Out-of-Distribution Detection. | Fabrizio Angiulli, Fabio Fassetti, Maria Pia Zupi |
| 2024 | An Efficient Framework for Approximate Nearest Neighbor Search on High-Dimensional Multi-metric Data. | Reon Uemura, Daichi Amagata, Takahiro Hara |
| 2024 | Grouping Sketches to Index High-Dimensional Data in a Resource-Limited Setting. | Erik Thordsen, Erich Schubert |
| 2024 | Overview of the SISAP 2024 Indexing Challenge. | Eric Sadit Tellez, Martin Aumller, Vladimir Mic |
| 2024 | ETDD70: Eye-Tracking Dataset for Classification of Dyslexia Using AI-Based Methods. | Jan Sedmidubsk, Nicol Dostlov, Roman Svaricek, Wolf Culemann |
| 2024 | Hierarchical Clustering Without Pairwise Distances by Incremental Similarity Search. | Erich Schubert |
| 2024 | Optimizing CLIP Models for Image Retrieval with Maintained Joint-Embedding Alignment. | Konstantin Schall, Kai Uwe Barthel, Nico Hezel, Klaus Jung |
| 2024 | Robust Statistical Scaling of Outlier Scores: Improving the Quality of Outlier Probabilities for Outliers. | Philipp Rchner, Henrique O. Marques, Ricardo J. G. B. Campello, Arthur Zimek, Franz Rothlauf |
| 2024 | A Topological Evaluation Model for Manifold Learning and Embedding Techniques. | Victor Reyes, Margarita Liarou, Stphane Marchand-Maillet |
| 2024 | A Dynamic Evaluation Metric for Feature Selection. | Muhammad Rajabinasab, Anton Danholt Lautrup, Tobias Hyrup, Arthur Zimek |
| 2024 | Scaling Learned Metric Index to 100M Datasets. | David Prochzka, Terzia Slaninkov, Jozef Cernansk, Jaroslav Olha, Matej Antol, Vlastislav Dohnal |
| 2024 | On the Design of Scalable Outlier Detection Methods Using Approximate Nearest Neighbor Graphs. | Camilla Birch Okkels, Martin Aumller, Arthur Zimek |
| 2024 | Information Dissimilarity Measures in Decentralized Knowledge Distillation: A Comparative Analysis. | Mbasa Joaquim Molo, Lucia Vadicamo, Emanuele Carlini, Claudio Gennaro, Richard Connor |