SISAP B

39 papers

YearTitle / Authors
2026Similarity Search and Applications - 18th International Conference, SISAP 2025, Reykjavik, Iceland, October 1-3, 2025, Proceedings
Giuseppe Amato, Vladimir Mic, Agma J. M. Traina, Nicola Messina, Laurent Amsaleg, Gylfi Þór Guðmundsson, Björn Þór Jónsson, Lucia Vadicamo
2025A Comparative Demonstration of Relevance Feedback Methods for Image Retrieval.
Francesca Scotti, Lucia Vadicamo, Giuseppe Amato, Fabio Carrara
2025Approximate Single-Linkage Clustering Using Graph-Based Indexes: MST-Based Approaches and Incremental Searchers.
Camilla Birch Okkels, Erik Thordsen, Martin Aumüller, Arthur Zimek, Erich Schubert
2025Assessing the Quality of Dimensionality Reduction Methods Based on Fuzzy Simplicial Sets.
Victor Reyes, Stéphane Marchand-Maillet
2025CF-OOD: Concentration-Free Density Estimation for Reliable Out-of-Distribution Detection.
Fabrizio Angiulli, Fabio Fassetti, Maria Pia Zupi
2025Combining Dissimilarity Spaces to Improve ANN Search.
Elena García-Morato
2025Double Filtering Using Short and Long Quantized Projections.
Naoya Higuchi, Yasunobu Imamura, Takeshi Shinohara, Kouichi Hirata, Tetsuji Kuboyama
2025Dynamic Graph Embedding Through Hub-Aware Random Walks.
Aleksandar Tomcic, Milos Savic, Dusan Simic, Milos Radovanovic
2025Dynamic Sub-region Search In Homogeneous Collections Using CLIP.
Bastian Jäckl, Vojtech Kloda, Daniel A. Keim, Jakub Lokoc
2025Eddy Hunter: A Data Mining System for High-Resolution Eddy Signals, Leveraging Spatio-Temporal Similarities in the SWOT Satellite Data.
Federico Scarscelli, Claudius Zelenka, Peer Kröger, Florian Schütte
2025Efficient Local Intrinsic Dimensionality Estimation in Evolving Deep Representations.
Michael E. Houle, Vincent Oria, Hao Xu
2025Equi-Voronoi Polytopes: A Geometric Basis for 2-bit Quantisation.
Richard Connor, Alan Dearle, Ben Claydon
2025Experimental Evaluation Of Static Image Sub-Region-Based Search Models Using CLIP.
Bastian Jäckl, Vojtech Kloda, Daniel A. Keim, Jakub Lokoc
2025Explaining Hubness by the Expected k-Occurrences.
Victor Reyes
2025FLAME_GAN: High-Fidelity 3D Face Reconstruction via Disentangled Representations and Explicit Geometric Control.
Grina Wiem, Douik Ali
2025Fast and Accurate Estimates for External Clustering Validation Measures.
Hugo Sanz-González, Conrado Martínez
2025Fast, Compact NN-Table Build Using Equi-Voronoi Polytopes.
Alan Dearle, Richard Connor, Ben Claydon, Ferdia McKeogh
2025Hierarchical Density-Based Clustering Using Incremental Similarity Search.
Erich Schubert
2025Integrating Relevance Feedback for Effective Personalisation in Vector Search.
Matús Sikyna, Pavel Zezula
2025Intrinsic Dimension, Degrees of Freedom, Odds and Uniformity: A Unified Perspective.
James Bailey, Ricardo J. G. B. Campello, Michael E. Houle
2025Learning to Find Good Hash Functions for Embeddings.
Ben Claydon, Richard Connor, Alan Dearle
2025Lightweight Semantic Search For Low-Resource Languages: A Case Study In Vietnamese Information Retrieval.
Chi Mai Nguyen, Hoang Anh Phi Tran, Phat Trien Thai, Huu Doanh Nguyen, Van Tuan Nguyen
2025Memory-Constrained DiskANN: Efficient Approximate Nearest Neighbor Search Under Resource Constraints.
Yuhang Lou, Linyun Ma, Kun Luo, Yan Ruan, Huijia Wu, Minhua Lu, Rui Mao
2025Metric Matters: A Formal Evaluation of Similarity Measures in Active Learning for Cyber Threat Intelligence.
Sidahmed Benabderrahmane, Talal Rawhan
2025On the Theoretical Advantages of Bilinear Similarities in Dense Retrieval.
Shubham Chatterjee
2025Overview of the SISAP 2025 Indexing Challenge.
Eric Sadit Tellez, Edgar Chávez, Martin Aumüller, Vladimir Mic
2025PUFFME: Probabilistic Unkeyed Feature Fusion for Matching Entities.
Andrea Leoni, Andrea Molinari, Filippo Costamagna, Simone Sandri
2025Quantification of Similarities: Embeddings Into Euclidean Spaces and Taxonomies.
Evgeny Dantsin, Alexander Wolpert
2025Refinement-Based Graph Construction for Search in Low-Memory Systems.
Cole Foster, Scarlett Magdaleno-Gatica, Benjamin Kimia
2025Relation Similarity Based Thought Chain Extraction Mechanism from Value Belief Network.
JeongYon Shim
2025SCAPE Semantically Context-Aware Password Generation Using Word Embeddings.
Nadine Sarah Schüler, Maximilian von Zastrow, Tobias Vent, Michael Eichberg
2025SISAP Indexing Challenge 2025 - Solution for Task 2 Using Root Join.
Benjamin Bustos, JiaLe Chen
2025Similarity Based on Resample Exposure.
Anton Danholt Lautrup, Hafiz Saud Arshad, Tobias Hyrup, Muhammad Rajabinasab, Arthur Zimek, Peter Schneider-Kamp
2025The Curious Case of High-Dimensional Indexing as a File Structure: A Case Study of eCP-FS.
Omar Shahbaz Khan, Gylfi Þór Guðmundsson, Björn Þór Jónsson
2025Theoretical and Practical Insights Into Graph-Based Indexing.
Erik Thordsen, Erich Schubert
2025Towards Semi-supervised Subspace Learning for Outlier Detection in Big Data.
Muhammad Rajabinasab, Anton Danholt Lautrup, Peter Schneider-Kamp, Arthur Zimek
2025VISAnt: Unsupervised Data Exploration with Chernoff Faces.
Ivaná Sixtova, Ladislav Peska, Jakub Lokoc, David Bernhauer, Tomás Skopal
2025Variance-Based Pivot Selection for Metric Spaces.
Yan Ruan, Detao Ji, Kun Luo, Yuhang Lou, Minhua Lu, Rui Mao
2025ViSketch-GPT: Collaborative Multi-scale Feature Extraction For Hand-Drawn Sketch Retrieval.
Giulio Federico, Fabio Carrara, Claudio Gennaro, Marco Di Benedetto