David Novak

42 papers A* 2A 1B 10C 2Journal 14Unranked 13
YearRankTypeTitle / Venue / Authors
2025 — conf
Adaptive Quantum Channels as Long-Memory Generative Models.
ICAIF
Charlee Stefanski, Vanio Markov, David Novak, Vladimir Rastunkov
2023 J jnl
GroupEnc: encoder with group loss for global structure preservation.
CoRR
David Novak, Sofie Van Gassen, Yvan Saeys
2023 J jnl
Improving TDOA Radar Performance in Jammed Areas through Neural Network-Based Signal Processing.
Sensors
Jakub Gotthans, Tomás Gotthans, David Novak
2019 C conf
Acceleration of Feature Extraction for Real-Time Analysis of Encrypted Network Traffic.
DDECS
Roman Vrana, Jan Korenek, David Novak
2019 J jnl
Binary Sketches for Secondary Filtering.
ACM Trans. Inf. Syst.
Vladimir Mic, David Novak, Pavel Zezula
2018 — conf
Modifying Hamming Spaces for Efficient Search.
ICDM Workshops
Vladimir Mic, David Novak, Pavel Zezula
2018 C conf
Selecting Sketches for Similarity Search.
ADBIS
Vladimir Mic, David Novak, Lucia Vadicamo, Pavel Zezula
2017 B conf
Sketches with Unbalanced Bits for Similarity Search.
SISAP
Vladimir Mic, David Novak, Pavel Zezula
2016 — conf
Designing Sketches for Similarity Filtering.
ICDM Workshops
Vladimir Mic, David Novak, Pavel Zezula
2016 J jnl
Inherent Fusion: Towards Scalable Multi-Modal Similarity Search.
J. Database Manag.
Petra Budíková, Michal Batko, David Novak, Pavel Zezula
2016 A conf
Off the Beaten Path: Let's Replace Term-Based Retrieval with k-NN Search.
CIKM
Leonid Boytsov, David Novak, Yury A. Malkov, Eric Nyberg
2016 J jnl
Off the Beaten Path: Let's Replace Term-Based Retrieval with k-NN Search.
CoRR
Leonid Boytsov, David Novak, Yury A. Malkov, Eric Nyberg
2016 J jnl
PPP-Codes for Large-Scale Similarity Searching.
Trans. Large Scale Data Knowl. Centered Syst.
David Novak, Pavel Zezula
2016 B conf
Speeding up Similarity Search by Sketches.
SISAP
Vladimir Mic, David Novak, Pavel Zezula
2015 B conf
Efficient Image Search with Neural Net Features.
SISAP
David Novak, Jan Cech, Pavel Zezula
2015 A* conf
Large-scale Image Retrieval using Neural Net Descriptors.
SIGIR
David Novak, Michal Batko, Pavel Zezula
2014 — conf
Multi-modal Similarity Retrieval with a Shared Distributed Data Store.
Infoscale
David Novak
2014 J jnl
Performance Study of Independent Anchor Spaces for Similarity Searching.
Comput. J.
David Novak, Pavel Zezula
2014 J jnl
Privacy-Preserving Outsourced Similarity Search.
J. Database Manag.
Stepan Kozak, David Novak, Pavel Zezula
2014 — conf
Rank Aggregation of Candidate Sets for Efficient Similarity Search.
DEXA (2)
David Novak, Pavel Zezula
2012 J jnl
Employing Subsequence Matching in Audio Data Processing
CoRR
Petr Volny, David Novak, Pavel Zezula
2012 J jnl
Generic Subsequence Matching Framework: Modularity, Flexibility, Efficiency
CoRR
David Novak, Petr Volny, Pavel Zezula
2012 — conf
Generic Subsequence Matching Framework: Modularity, Flexibility, Efficiency.
DEXA (2)
David Novak, Petr Volny, Pavel Zezula
2012 J jnl
Large-scale similarity data management with distributed Metric Index.
Inf. Process. Manag.
David Novak, Michal Batko, Pavel Zezula
2012 — conf
Secure Metric-Based Index for Similarity Cloud.
Secure Data Management
Stepan Kozak, David Novak, Pavel Zezula
2011 J jnl
Metric Index: An efficient and scalable solution for precise and approximate similarity search.
Inf. Syst.
David Novak, Michal Batko, Pavel Zezula
2011 B conf
Stabilizing the recall in similarity search.
SISAP
Martin Kyselak, David Novak, Pavel Zezula
2010 B conf
Audio similarity retrieval engine.
SISAP
Pavel Jurkas, Milan Stefina, David Novak, Michal Batko
2010 J jnl
Building a web-scale image similarity search system.
Multim. Tools Appl.
Michal Batko, Fabrizio Falchi, Claudio Lucchese, David Novak, Raffaele Perego, Fausto Rabitti, Jan Sedmidubský, Pavel Zezula
2010 B conf
On locality-sensitive indexing in generic metric spaces.
SISAP
David Novak, Martin Kyselak, Pavel Zezula
2009 B conf
CoPhIR Image Collection under the Microscope.
SISAP
Michal Batko, Petra Kohoutková, David Novak
2009 A* conf
Generic similarity search engine demonstrated by an image retrieval application.
SIGIR
David Novak, Michal Batko, Pavel Zezula
2009 B conf
MUFIN: A Multi-feature Indexing Network.
SISAP
Michal Batko, Vlastislav Dohnal, David Novak, Jan Sedmidubský
2009 B conf
Metric Index: An Efficient and Scalable Solution for Similarity Search.
SISAP
David Novak, Michal Batko
2008 — conf
Content Based Image Retrieval on the Web.
FIS (Posters & Demos)
David Novak, Michal Batko, Pavel Zezula
2008 — conf
Crawling, Indexing, and Similarity Searching Images on the Web.
SEBD
Michal Batko, Fabrizio Falchi, Claudio Lucchese, David Novak, Raffaele Perego, Fausto Rabitti, Jan Sedmidubský, Pavel Zezula
2008 J jnl
Scalability comparison of Peer-to-Peer similarity search structures.
Future Gener. Comput. Syst.
Michal Batko, David Novak, Fabrizio Falchi, Pavel Zezula
2008 B conf
Similarity Searching: Towards Bulk-Loading Peer-to-Peer Networks.
SISAP
Vlastislav Dohnal, Jan Sedmidubský, Pavel Zezula, David Novak
2008 — conf
Similarity searching: Towards bulk-loading peer-to-peer networks.
ICDE Workshops
Vlastislav Dohnal, Jan Sedmidubský, Pavel Zezula, David Novak
2007 — conf
MESSIF: Metric Similarity Search Implementation Framework.
DELOS
Michal Batko, David Novak, Pavel Zezula
2006 — conf
M-Chord: a scalable distributed similarity search structure.
Infoscale
David Novak, Pavel Zezula
2006 — conf
On scalability of the similarity search in the world of peers.
Infoscale
Michal Batko, David Novak, Fabrizio Falchi, Pavel Zezula