Fabrizio Falchi
Orcid: 0000-0001-6258-5313
According to our database1,
Fabrizio Falchi
authored at least 205 papers
between 2005 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
SN Comput. Sci., October, 2024
Cascaded transformer-based networks for wikipedia large-scale image-caption matching.
Multim. Tools Appl., July, 2024
Using AI to decode the behavioral responses of an insect to chemical stimuli: towards machine-animal computational technologies.
Int. J. Mach. Learn. Cybern., May, 2024
IEEE Trans. Inf. Forensics Secur., 2024
Neurocomputing, 2024
CoRR, 2024
CoRR, 2024
Joint-Dataset Learning and Cross-Consistent Regularization for Text-to-Motion Retrieval.
CoRR, 2024
Deepfake Detection without Deepfakes: Generalization via Synthetic Frequency Patterns Injection.
CoRR, 2024
Proceedings of the MultiMedia Modeling - 30th International Conference, 2024
Proceedings of the 7th Annual ACM Workshop on the Lifelog Search Challenge, 2024
Proceedings of the Ital-IA Intelligenza Artificiale, 2024
The Devil is in the Fine-Grained Details: Evaluating open-Vocabulary Object Detectors for Fine-Grained Understanding.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
2023
A deep learning-based pipeline for whitefly pest abundance estimation on chromotropic sticky traps.
Ecol. Informatics, December, 2023
PeerJ Comput. Sci., 2023
J. Imaging, 2023
ACM Comput. Surv., 2023
CoRR, 2023
CoRR, 2023
Text-to-Motion Retrieval: Towards Joint Understanding of Human Motion Data and Natural Language.
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023
Detecting Generated Text and Attributing Language Model Source with Fine-tuned Models and Semantic Understanding.
Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2023) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2023), 2023
Proceedings of the MultiMedia Modeling - 29th International Conference, 2023
Proceedings of the 2023 ACM International Conference on Multimedia Retrieval, 2023
Proceedings of the Italia Intelligenza Artificiale, 2023
Proceedings of the Italia Intelligenza Artificiale, 2023
Proceedings of the Italia Intelligenza Artificiale, 2023
Proceedings of the Italia Intelligenza Artificiale, 2023
Proceedings of the Italia Intelligenza Artificiale, 2023
Proceedings of the 3rd International Conference on Image Processing and Vision Engineering, 2023
An Optimized Pipeline for Image-Based Localization in Museums from Egocentric Images.
Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023
Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023
Proceedings of the Linking Theory and Practice of Digital Libraries: 27th International Conference on Theory and Practice of Digital Libraries, 2023
The Emotions of the Crowd: Learning Image Sentiment from Tweets via Cross-Modal Distillation.
Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023
Proceedings of the 20th International Conference on Content-based Multimedia Indexing, 2023
2022
Bus Violence: a large-scale benchmark for video violence detection in public transport.
Dataset, September, 2022
Dataset, March, 2022
Dataset, February, 2022
IEEE Trans. Neural Networks Learn. Syst., 2022
Sensors, 2022
Comparing the performance of Hebbian against backpropagation learning using convolutional neural networks.
Neural Comput. Appl., 2022
Improving the Adversarial Robustness of Neural ODE Image Classifiers by Tuning the Tolerance Parameter.
Inf., 2022
Expert Syst. Appl., 2022
Deep learning for structural health monitoring: An application to heritage structures.
CoRR, 2022
Transformer-Based Multi-modal Proposal and Re-Rank for Wikipedia Image-Caption Matching.
CoRR, 2022
Deep networks for behavioral variant frontotemporal dementia identification from multiple acquisition sources.
Comput. Biol. Medicine, 2022
Proceedings of the WebSci '22: 14th ACM Web Science Conference 2022, Barcelona, Spain, June 26, 2022
Proceedings of the 17th International Joint Conference on Computer Vision, 2022
Proceedings of the MultiMedia Modeling - 28th International Conference, 2022
Proceedings of the MAD@ICMR 2022: Proceedings of the 1st International Workshop on Multimedia AI against Disinformation, Newark, NJ, USA, June 27, 2022
Proceedings of the IEEE Symposium on Computers and Communications, 2022
Proceedings of the 18th Italian Research Conference on Digital Libraries, 2022
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022
Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022
Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022
Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022
ALADIN: Distilling Fine-grained Alignment Scores for Efficient Image-Text Matching and Retrieval.
Proceedings of the CBMI 2022: International Conference on Content-based Multimedia Indexing, Graz, Austria, September 14, 2022
Proceedings of the CBMI 2022: International Conference on Content-based Multimedia Indexing, Graz, Austria, September 14, 2022
Proceedings of the CBMI 2022: International Conference on Content-based Multimedia Indexing, Graz, Austria, September 14, 2022
2021
Fine-Grained Visual Textual Alignment for Cross-Modal Retrieval Using Transformer Encoders.
ACM Trans. Multim. Comput. Commun. Appl., 2021
Pattern Recognit. Lett., 2021
Neural Networks, 2021
Multim. Tools Appl., 2021
The VISIONE Video Search System: Exploiting Off-the-Shelf Text Search Engines for Large-Scale Video Retrieval.
J. Imaging, 2021
Re-ranking via local embeddings: A use case with permutation-based indexing and the nSimplex projection.
Inf. Syst., 2021
AIMH at SemEval-2021 Task 6: Multimodal Classification Using an Ensemble of Transformer Models.
Proceedings of the 15th International Workshop on Semantic Evaluation, 2021
A Multi-resolution Training for Expression Recognition in the Wild (Discussion Paper).
Proceedings of the 29th Italian Symposium on Advanced Database Systems, 2021
Assessing Pattern Recognition Performance of Neuronal Cultures through Accurate Simulation.
Proceedings of the 10th International IEEE/EMBS Conference on Neural Engineering, 2021
Proceedings of the Machine Learning, Optimization, and Data Science, 2021
Proceedings of the Machine Learning, Optimization, and Data Science, 2021
Proceedings of the MultiMedia Modeling - 27th International Conference, 2021
Towards Efficient Cross-Modal Visual Textual Retrieval using Transformer-Encoder Deep Features.
Proceedings of the 18th International Conference on Content-Based Multimedia Indexing, 2021
2020
CoRR, 2020
Automatic Pass Annotation from Soccer VideoStreams Based on Object Detection and LSTM.
CoRR, 2020
Proceedings of the SSIP 2020: 2020 3rd International Conference on Sensors, 2020
Proceedings of the Similarity Search and Applications - 13th International Conference, 2020
Proceedings of the Similarity Search and Applications - 13th International Conference, 2020
Proceedings of the 28th Italian Symposium on Advanced Database Systems, 2020
Proceedings of the 28th Italian Symposium on Advanced Database Systems, 2020
Proceedings of the 28th Italian Symposium on Advanced Database Systems, 2020
Automatic Pass Annotation from Soccer Video Streams Based on Object Detection and LSTM.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science and Demo Track, 2020
Proceedings of the 2020 on International Conference on Multimedia Retrieval, 2020
Proceedings of the Digital Libraries: The Era of Big Data and Data Science, 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Defending Neural ODE Image Classifiers from Adversarial Attacks with Tolerance Randomization.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
2019
Proceedings of the IEEE International Workshop on Information Forensics and Security, 2019
Proceedings of the Similarity Search and Applications - 12th International Conference, 2019
Proceedings of the Similarity Search and Applications - 12th International Conference, 2019
Proceedings of the Similarity Search and Applications - 12th International Conference, 2019
Proceedings of the 27th Italian Symposium on Advanced Database Systems, 2019
Proceedings of the MultiMedia Modeling - 25th International Conference, 2019
Proceedings of the 7th International Symposium on Digital Forensics and Security, 2019
Proceedings of the 2019 IEEE Symposium on Computers and Communications, 2019
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2019, 2019
Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019
Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019
Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019
Proceedings of the 2019 International Conference on Content-Based Multimedia Indexing, 2019
Proceedings of the 2019 International Conference on Content-Based Multimedia Indexing, 2019
2018
Picture it in your mind: generating high level visual representations from textual descriptions.
Inf. Retr. J., 2018
Proceedings of the 2018 International Conference on Sensors, Signal and Image Processing, 2018
Proceedings of the Similarity Search and Applications - 11th International Conference, 2018
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018
Proceedings of the 26th Italian Symposium on Advanced Database Systems, 2018
Proceedings of the Multimedia and Network Information Systems, 2018
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018
How Data Mining and Machine Learning Evolved from Relational Data Base to Data Science.
Proceedings of the A Comprehensive Guide Through the Italian Database Research Over the Last 25 Years., 2018
2017
Expert Syst. Appl., 2017
Efficient Indexing of Regional Maximum Activations of Convolutions using Full-Text Search Engines.
Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval, 2017
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017
Proceedings of the IWCIM 2017, 2017
Proceedings of the 15th International Workshop on Content-Based Multimedia Indexing, 2017
Proceedings of the 15th International Workshop on Content-Based Multimedia Indexing, 2017
2016
Visual Recognition of Ancient Inscriptions Using Convolutional Neural Network and Fisher Vector.
ACM Journal on Computing and Cultural Heritage, 2016
Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2016), 2016
Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2016), 2016
Deep Permutations: Deep Convolutional Neural Networks and Permutation-Based Indexing.
Proceedings of the Similarity Search and Applications - 9th International Conference, 2016
Proceedings of the Similarity Search and Applications - 9th International Conference, 2016
Proceedings of the 2016 ACM Workshop on Multimedia COMMONS, 2016
Proceedings of the IEEE Symposium on Computers and Communication, 2016
Proceedings of the 7th Italian Information Retrieval Workshop, 2016
Proceedings of the 7th Italian Information Retrieval Workshop, 2016
Proceedings of the Big Data Analytics and Knowledge Discovery, 2016
2015
ACM Journal on Computing and Cultural Heritage, 2015
Inf. Syst., 2015
Proceedings of the Similarity Search and Applications - 8th International Conference, 2015
Searching the EAGLE Epigraphic Material Through Image Recognition via a Mobile Device.
Proceedings of the Similarity Search and Applications - 8th International Conference, 2015
Proceedings of the 6th Italian Information Retrieval Workshop, 2015
Efficient foreground-background segmentation using local features for object detection.
Proceedings of the 9th International Conference on Distributed Smart Camera, 2015
2014
Some Theoretical and Experimental Observations on Permutation Spaces and Similarity Search.
Proceedings of the Similarity Search and Applications - 7th International Conference, 2014
Proceedings of the International Conference on Multimedia Retrieval, 2014
2013
ERCIM News, 2013
Using Visual Attention in a CBIR System - Experimental Results on Landmark and Object Recognition Tasks.
Proceedings of the VISAPP 2013, 2013
On Reducing the Number of Visual Words in the Bag-of-Features Representation.
Proceedings of the VISAPP 2013, 2013
Proceedings of the Similarity Search and Applications - 6th International Conference, 2013
Proceedings of the Similarity Search and Applications - 6th International Conference, 2013
On Reducing the number of Visual Words.
Proceedings of the 21st Italian Symposium on Advanced Database Systems, 2013
Proceedings of the 4th Italian Information Retrieval Workshop, 2013
Proceedings of the 4th Italian Information Retrieval Workshop, 2013
2012
2011
Geometric consistency checks for kNN based image classification relying on local features.
Proceedings of the Fourth International Conference on Similarity Search and Applications, 2011
Proceedings of the Multimedia for Cultural Heritage - First International Workshop, 2011
Proceedings of the 1st International Conference on Multimedia Retrieval, 2011
Proceedings of the Agents and Artificial Intelligence - Third International Conference, 2011
Local Feature based Image Similarity Functions for kNN Classification.
Proceedings of the ICAART 2011 - Proceedings of the 3rd International Conference on Agents and Artificial Intelligence, Volume 1, 2011
Proceedings of the 9th International Workshop on Content-Based Multimedia Indexing, 2011
2010
Proceedings of the Third International Workshop on Similarity Search and Applications, 2010
2009
Future Gener. Comput. Syst., 2009
ERCIM News, 2009
Caching Algorithms for Similarity Search.
Proceedings of the Seventeenth Italian Symposium on Advanced Database Systems, 2009
Proceedings of the Post-proceedings of the Fifth Italian Research Conference on Digital Libraries, 2009
Proceedings of the EDBT 2009, 2009
2008
Inf. Process. Manag., 2008
Erratum to "Nearest neighbor search in metric spaces through Content-Addressable Networks" [Information Processing and Management 43 (2007) 665-683].
Inf. Process. Manag., 2008
Future Gener. Comput. Syst., 2008
Crawling, Indexing, and Similarity Searching Images on the Web.
Proceedings of the Sixteenth Italian Symposium on Advanced Database Systems, 2008
Proceedings of the 2008 ACM Symposium on Applied Computing (SAC), 2008
Using MPEG-7 for Automatic Annotation of Audiovisual Content in eLearning Digital Libraries.
Proceedings of the Post-proceedings of the Forth Italian Research Conference on Digital Library Systems, 2008
Proceedings of the 19th International Workshop on Database and Expert Systems Applications (DEXA 2008), 2008
Proceedings of the Proceeding of the 2008 ACM Workshop on Large-Scale Distributed Systems for Information Retrieval, 2008
2007
PhD thesis, 2007
Proceedings of the Poster and Demo Proceedings of the 2nd International Conference on Semantic and Digital Media Technologies, 2007
Automatic metadata extraction and indexing for reusing e-learning multimedia objects.
Proceedings of the 1st ACM Workshop on The Many Faces of Multimedia Semantics, 2007
Proceedings of the 1st ACM Workshop on The Many Faces of Multimedia Semantics, 2007
Florentine Coats of Arms on the Web: Experimenting with Retrieval Based on Text or Image Content.
Proceedings of the "Open Innovation", 2007
Proceedings of the 2nf International Conference on Scalable Information Systems, 2007
Proceedings of the Creating New Learning Experiences on a Global Scale, 2007
2006
Using MILOS to build an on-line photo album: the PhotoBook.
Proceedings of the Fourteenth Italian Symposium on Advanced Database Systems, 2006
Proceedings of the 1st International Conference on Scalable Information Systems, 2006
Using MILOS to Build a Multimedia Digital Library Application: The PhotoBook Experience.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2006
2005
Proceedings of the Databases, 2005