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A European Excellence Centre for Media, Society and Democracy

Rezultaty

Intermediate report on dissemination and communication activities
Intermediate toolset for robust, explainable, fair, and privacy-preserving AI
Overview & Analysis of the AI Policy Initiatives in EU level

Overview Analysis of the AI Policy Initiatives in EU level

Initial call documentation
Second generation of Human- and Society-centered AI algorithms
Initial White Paper on the social, economic, and political impact of media AI Technologies

Initial White Paper on the social economic and political impact of media AI Technologies

Initial approaches for decentralised and high-performance learning

Initial approaches for decentralised and highperformance learning Contains outputs of T34 T35 T38

Report on Computationally Demanding Deep Learning
IAIDA organisation and curriculum design
AI technologies and applications in media: State of Play, Foresight, and Research Directions

AI technologies and applications in media State of Play Foresight and Research Directions

Initial outcomes of new learning paradigms research

Initial outcomes of new learning paradigms research Contains outputs of T31 T33 T37

Analytics on the submitted proposals
AI4Media Strategic Research Agenda

The AI4Media Strategic Research Agenda lays out the strategic plan for AI4Media's R&I activities, presenting the main research themes to be tackled by the consortium and the potential impact of this research.

Initial analysis of the legal and ethical framework of trusted AI
Initial report on dissemination and communication activities
Final analysis of the legal and ethical framework of trusted AI
Pilot Policy Recommendations for the use of AI in the Media Sector
Report on European AI branding and excellence spreading
Initial report on Multimedia Production
Initial report on Multimedia Summarisation and Analysis
Initial toolset for robust, explainable, fair, and privacy-preserving AI

Initial toolset for robust explainable fair and privacypreserving AI

Final White Paper on the social, economic, and political impact of media AI Technologies
Report on Policy for Content Moderation
Intermediate outcomes of new learning paradigms research

Intermediate outcomes of new learning paradigms research: Update of D3.1, including additionally inputs from T3.2 and T3.6.

First generation of Human- and Society-centered AI algorithms

First generation of Human and Societycentered AI algorithms

Publikacje

Hebbian semi-supervised learning in a sample efficiency setting

Autorzy: Gabriele Lagani, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato
Opublikowane w: Neural Networks, Numer 143, 2021, Strona(/y) 719-731, ISSN 0893-6080
Wydawca: Pergamon Press Ltd.
DOI: 10.1016/j.neunet.2021.08.003

Interactive video retrieval in the age of effective joint embedding deep models: lessons from the 11th VBS

Autorzy: Jakub Lokoč, Stelios Andreadis, Werner Bailer, Aaron Duane, Cathal Gurrin, Zhixin Ma, Nicola Messina, Thao-Nhu Nguyen, Ladislav Peška, Luca Rossetto, Loris Sauter, Konstantin Schall, Klaus Schoeffmann, Omar Shahbaz Khan, Florian Spiess, Lucia Vadicamo, Stefanos Vrochidis
Opublikowane w: Multimedia Systems, Numer 88, 2023, ISSN 0942-4962
Wydawca: Springer Verlag
DOI: 10.1007/s00530-023-01143-5

100-Driver: A Large-scale, Diverse Dataset for Distracted Driver Classification

Autorzy: Jing Wang; Wenjing Li; Fang Li; Jun Zhang; Zhongcheng Wu; Zhun Zhong, Nicu Sebe
Opublikowane w: IEEE Transactions on Intelligent Transportation Systems, Numer 24, 2023, ISSN 1524-9050
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tits.2023.3255923

Quasi-Equilibrium Feature Pyramid Network for Salient Object Detection

Autorzy: Yue Song, Hao Tang, Mengyi Zhao, Nicu Sebe, Wei Wang
Opublikowane w: IEEE Transactions on Image Processing, Numer 31, 2022, Strona(/y) 7144 - 7153, ISSN 1057-7149
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tip.2022.3220058

Multi-Camera Vehicle Counting Using Edge-AI

Autorzy: Luca Ciampi, Claudio Gennaro, Fabio Carrara, Fabrizio Falchi, Claudio Vairo, Giuseppe Amato
Opublikowane w: Expert Systems with Applications, Numer 207, 2022, ISSN 0957-4174
Wydawca: Pergamon Press Ltd.
DOI: 10.1016/j.eswa.2022.117929

Reassembling digital archives—strategies for counter-archiving

Autorzy: Tobias Blanke
Opublikowane w: Humanities and Social Sciences Communications, Numer 11, 2024, ISSN 2662-9992
Wydawca: Springer Nature Limited
DOI: 10.1057/s41599-024-02668-4

Local and Global GANs With Semantic-Aware Upsampling for Image Generation

Autorzy: Hao Tang, Ling Shao, Philip H.S. Torr, Nicu Sebe
Opublikowane w: IEEE Transactions on Pattern Analysis and Machine Intelligence, Numer 45, 2022, Strona(/y) 768 - 784, ISSN 0162-8828
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tpami.2022.3155989

An annotated video dataset for computing video memorability

Autorzy: Rukiye Savran Kiziltepe, Lorin Sweeney, Mihai Gabriel Constantin, Faiyaz Doctor, Alba García Seco de Herrera, Claire-Héléne Demarty, Graham Healy, Bogdan Ionescu, Alan F. Smeaton
Opublikowane w: Data in Brief, Numer 39, 2023, Strona(/y) 107671, ISSN 2352-3409
Wydawca: Elsevier BV
DOI: 10.1016/j.dib.2021.107671

solo-learn: A Library of Self-supervised Methods for Visual Representation Learning

Autorzy: Victor G. Turrisi da Costa; Enrico Fini; Moin Nabi; Niculae Sebe; Elisa Ricci
Opublikowane w: Journal of Machine Learning Research, Numer 23, 2022, ISSN 1533-7928
Wydawca: JMLR, Inc.
DOI: 10.5281/zenodo.6363321

(Compress and Restore) N : a Robust Defense Against Adversarial Attacks on Image Classification

Autorzy: Claudio Ferrari; Federico Fecattini; Leonardo Galteri; Alberto Del Bimbo
Opublikowane w: ACM Transactions on Multimedia Computing, Communications, and Applications, 2022, ISSN 1551-6857
Wydawca: Association for Computing Machinary, Inc.
DOI: 10.1145/3524619

Source-Free Open Compound Domain Adaptation in Semantic Segmentation

Autorzy: Yuyang Zhao, Zhun Zhong, Zhiming Luo, Gim Hee Lee, Nicu Sebe
Opublikowane w: IEEE Transactions on Circuits and Systems for Video Technology, Numer 32, 2022, Strona(/y) 7019 - 7032, ISSN 1051-8215
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tcsvt.2022.3179021

Learning to count biological structures with raters’ uncertainty

Autorzy: Luca Ciampi, Fabio Carrara , Valentino Totaro, Raffaele Mazziotti Leonardo Lupori, Carlos Santiago, Giuseppe Amato, Tommaso Pizzorusso, Claudio Gennaro
Opublikowane w: Medical Image Analysis, Numer 80, 2022, ISSN 1361-8415
Wydawca: Elsevier BV
DOI: 10.1016/j.media.2022.102500

CL2R: Compatible Lifelong Learning Representations

Autorzy: Niccoló Biondi, Federico Pernici, Matteo Bruni, Daniele Mugnai, Alberto Del Bimbo
Opublikowane w: ACM Transactions on Multimedia Computing, Communications, and Applications, Numer 18, 2022, ISSN 1551-6857
Wydawca: Association for Computing Machinary, Inc.
DOI: 10.1145/3564786

Graph Neural Networks for Graph Drawing

Autorzy: Matteo Tiezzi, Gabriele Ciravegna, Marco Gori
Opublikowane w: IEEE Transactions on Neural Networks and Learning Systems, 2022, ISSN 2162-237X
Wydawca: IEEE Computational Intelligence Society
DOI: 10.1109/tnnls.2022.3184967

ISF-GAN: An Implicit Style Function for High-Resolution Image-to-Image Translation

Autorzy: Yahui Liu, Yajing Chen, Linchao Bao, Nicu Sebe, Bruno Lepri, Marco De Nadai
Opublikowane w: IEEE Transactions on Multimedia, Numer 25, 2023, Strona(/y) 3343 - 3353, ISSN 1520-9210
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tmm.2022.3159115

Learning and Reasoning for Cultural Metadata Quality: Coupling symbolic AI and Machine Learning over a semantic Web knowledge graph to support museum curators in improving the quality of cultural metadata and information retrieval

Autorzy: Anna Bobasheva, Fabien Gandon, Frederic Precioso
Opublikowane w: Journal on Computing and Cultural Heritage, 2021, ISSN 1556-4673
Wydawca: Association for Computing Machinary, Inc.
DOI: 10.1145/3485844

Multi-Channel Attention Selection GANs for Guided Image-to-Image Translation

Autorzy: Hao Tang, Philip H.S. Torr, Nicu Sebe
Opublikowane w: EEE Transactions on Pattern Analysis and Machine Intelligence, Numer 45, 2023, Strona(/y) 6055-6071, ISSN 0162-8828
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tpami.2022.3212915

MeVer NetworkX: Network Analysis and Visualization for Tracing Disinformation

Autorzy: Olga Papadopoulou; Themistoklis Makedas; Lazaros Apostolidis; Francesco Poldi; Symeon Papadopoulos; Ioannis Kompatsiaris
Opublikowane w: Future Internet, Numer 14, 2022, ISSN 1999-5903
Wydawca: MDPI
DOI: 10.3390/fi14050147

A full data augmentation pipeline for small object detection based on generative adversarial networks

Autorzy: Brais Bosquet, Daniel Cores, Lorenzo Seidenari, Víctor M. Brea, Manuel Mucientes, Alberto Del Bimbo
Opublikowane w: Pattern Recognition, Numer 133, 2024, Strona(/y) 108998, ISSN 0031-3203
Wydawca: Pergamon Press
DOI: 10.1016/j.patcog.2022.108998

Playing Against the Board: Rolling Horizon Evolutionary Algorithms Against Pandemic

Autorzy: Sfikas, Konstantinos; Liapis, Antonios
Opublikowane w: IEEE Transactions on Games, 2021, ISSN 2475-1510
Wydawca: IEEE
DOI: 10.1109/TG.2021.3069766

Induced permutations for approximate metric search

Autorzy: Lucia Vadicamo, Giuseppe Amato, Claudio Gennaro
Opublikowane w: Information Systems, Numer 119, 2024, Strona(/y) 102286, ISSN 0306-4379
Wydawca: Elsevier Science & Technology
DOI: 10.1016/j.is.2023.102286

Deep Unsupervised Key Frame Extraction for Eficient Video Classification

Autorzy: Hao Tang, Lei Ding, Songsong Wu, Bin Ren, Nicu Sebe, Paolo Rota
Opublikowane w: ACM Transactions on Multimedia Computing, Communications, and Applications, Numer 19, 2023, ISSN 1551-6857
Wydawca: Association for Computing Machinary, Inc.
DOI: 10.1145/3571735

Hyperspherical class prototypes for adversarial robustness

Autorzy: Vasileios Mygdalis, Ioannis Pitas
Opublikowane w: Pattern Recognition, Numer 125, 2022, ISSN 0031-3203
Wydawca: Pergamon Press
DOI: 10.1016/j.patcog.2022.108527

p2pGNN: A Decentralized Graph Neural Network for Node Classification in Peer-to-Peer Networks

Autorzy: Emmanouil Krasanakis; Symeon Papadopoulos; Ioannis Kompatsiaris
Opublikowane w: IEEE Access, 2022, ISSN 2169-3536
Wydawca: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/ACCESS.2022.3159688

Disentangle Saliency Detection into Cascaded Detail Modeling and Body Filling

Autorzy: Yue Song, Hao Tang, Nicu Sebe, Wei Wang
Opublikowane w: ACM Transactions on Multimedia Computing, Communications, and Applications, Numer 19, 2023, ISSN 1551-6857
Wydawca: Association for Computing Machinary, Inc.
DOI: 10.1145/3513134

Orthogonal SVD Covariance Conditioning and Latent Disentanglement

Autorzy: Yue Song, Nicu Sebe, Wei Wang
Opublikowane w: IEEE Transactions on Pattern Analysis and Machine Intelligence, Numer 45, 2023, Strona(/y) 8773 - 8786, ISSN 0162-8828
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tpami.2022.3228979

AUTOLYCUS: Exploiting Explainable Artificial Intelligence (XAI) for Model Extraction Attacks against Interpretable Models

Autorzy: Abdullah Caglar Oksuz, Anisa Halimi, Erman Ayday
Opublikowane w: Proceedings on Privacy Enhancing Technologies, Numer 2024, 2024, Strona(/y) 684-699, ISSN 2299-0984
Wydawca: Privacy Enhancing Technologies Symposium
DOI: 10.56553/popets-2024-0137

When Dictionary Learning Meets Deep Learning: Deep Dictionary Learning and Coding Network for Image Recognition With Limited Data

Autorzy: Hao Tang; Hong Liu; Wei Xiao; Nicu Sebe
Opublikowane w: IEEE Transactions on Neural Networks and Learning Systems, Numer 32, 2021, Strona(/y) 2129-2141, ISSN 2162-2388
Wydawca: IEEE
DOI: 10.1109/tnnls.2020.2997289

MINTIME: Multi-Identity Size-Invariant Video Deepfake Detection

Autorzy: Davide Alessandro Coccomini, Giorgos Kordopatis Zilos, Giuseppe Amato, Roberto Caldelli, Fabrizio Falchi, Symeon Papadopoulos, Claudio Gennaro
Opublikowane w: IEEE Transactions on Information Forensics and Security, Numer 19, 2024, Strona(/y) 6084-6096, ISSN 1556-6013
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tifs.2024.3409054

Behavioral impulsivity is associated with pupillary alterations and hyperactivity in CDKL5 mutant mice

Autorzy: Aurelia Viglione, Giulia Sagona, Fabio Carrara, Giuseppe Amato, Valentino Totaro, Leonardo Lupori, Elena Putignano, Tommaso Pizzorusso, Raffaele Mazziotti
Opublikowane w: Human Molecular Genetics, Numer 31, 2023, Strona(/y) 4107–4120, ISSN 0964-6906
Wydawca: Oxford University Press
DOI: 10.1093/hmg/ddac164

MEYE: Web App for Translational and Real-Time Pupillometry

Autorzy: Raffaele Mazziotti; Fabio Carrara; Aurelia Viglione; Leonardo Lupori; Luca Lo Verde; Alessandro Benedetto; Giulia Ricci; Giulia Sagona; Giuseppe Amato; Tommaso Pizzorusso; Tommaso Pizzorusso
Opublikowane w: eNeuro, Numer 8, 2021, ISSN 2373-2822
Wydawca: Society for Neuroscience
DOI: 10.1523/eneuro.0122-21.2021

TweepFake: About detecting deepfake tweets

Autorzy: Tiziano Fagni, Fabrizio Falchi,Margherita Gambini, Antonio Martella, Maurizio Tesconi
Opublikowane w: PLoS ONE, Numer 16, 2021, ISSN 1932-6203
Wydawca: Public Library of Science
DOI: 10.1371/journal.pone.0251415

Fine-Grained Adversarial Semi-supervised Learning

Autorzy: Daniele Mugnai; Federico Pernici; Francesco Turchini; Alberto del Bimbo
Opublikowane w: ACM Transactions on Multimedia Computing, Communications, and Applications, Numer 18, 2022, Strona(/y) 1-19, ISSN 1551-6857
Wydawca: Association for Computing Machinary, Inc.
DOI: 10.1145/3485473

Deep Networks for Behavioral Variant Frontotemporal Dementia Identification from Multiple Acquisition Sources

Autorzy: Marco Di Benedetto, Fabio Carrara, Benedetta Tafuri, Salvatore Nigro, Roberto De Blasi, Fabrizio Falchi, Claudio Gennaro, Giuseppe Gigli, Giancarlo Logroscino, Giuseppe Amato
Opublikowane w: Computers in Biology and Medicine, Numer 148, 2022, ISSN 0010-4825
Wydawca: Pergamon Press Ltd.
DOI: 10.1016/j.compbiomed.2022.105937

pygrank: A python package for graph node ranking

Autorzy: Emmanouil Krasanakis, Symeon Papadopoulos, Ioannis Kompatsiaris, Andreas L. Symeonidis
Opublikowane w: SoftwareX, Numer 20, 2022, ISSN 2352-7110
Wydawca: Elsevier BV
DOI: 10.1016/j.softx.2022.101227

Report on the 1st International Workshop on Learning to Quantify (LQ 2021)

Autorzy: Juan Jose del Coz, Pablo Gonzalez, Alejandro Moreo, Fabrizio Sebastiani
Opublikowane w: ACM SIGKDD Explorations Newsletter, Numer 24, 2022, ISSN 1931-0153
Wydawca: Association for Computing Machinery
DOI: 10.1145/3544903.3544910

Logit Margin Matters: Improving Transferable Targeted Adversarial Attack by Logit Calibration

Autorzy: Juanjuan Weng, Zhiming Luo, Shaozi Li, Nicu Sebe, Zhun Zhong
Opublikowane w: IEEE Transactions on Information Forensics and Security, Numer 18, 2023, Strona(/y) 3561 - 3574, ISSN 1556-6013
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tifs.2023.3284649

Data-driven personalisation of Television Content: A Survey

Autorzy: Lyndon Nixon, Jeremy Foss, Konstantinos Apostolidis, Vasileios Mezaris
Opublikowane w: Multimedia Systems, Numer 28, 2022, Strona(/y) 2193–2225, ISSN 1432-1882
Wydawca: Springer-Verlag GmbH
DOI: 10.1007/s00530-022-00926-6

Bipartite Graph Reasoning GANs for Person Pose and Facial Image Synthesis

Autorzy: Hao Tang, Ling Shao, Philip H. S. Torr, Nicu Sebe
Opublikowane w: International Journal of Computer Vision, Numer 131, 2023, Strona(/y) 644–658, ISSN 0920-5691
Wydawca: Kluwer Academic Publishers
DOI: 10.1007/s11263-022-01722-5

Dungeons & Replicants II: Automated Game Balancing Across Multiple Difficulty Dimensions via Deep Player Behavior Modeling

Autorzy: Johannes Pfau, Antonios Liapis, Georgios N. Yannakakis, Rainer Malaka
Opublikowane w: IEEE Transactions on Games, Numer 15, 2023, Strona(/y) 217 - 227, ISSN 2475-1510
Wydawca: IEEE
DOI: 10.1109/tg.2022.3167728

Logic Explained Networks

Autorzy: Gabriele Ciravegna, Pietro Barbiero, Francesco Giannini, Marco Gori, Pietro Liò, Marco Maggini, Stefano Melacci
Opublikowane w: Artificial Intelligence, Numer 314, 2023, ISSN 0004-3702
Wydawca: Elsevier BV
DOI: 10.1016/j.artint.2022.103822

Comparing the performance of Hebbian against backpropagation learning using convolutional neural networks

Autorzy: Gabriele Lagani; Fabrizio Falchi; Claudio Gennaro; Giuseppe Amato
Opublikowane w: Neural Computing and Applications, Numer 34, 2022, Strona(/y) 6503–6519, ISSN 0941-0643
Wydawca: Springer Verlag
DOI: 10.1007/s00521-021-06701-4

Joint-Based Action Progress Prediction

Autorzy: Davide Pucci, Federico Becattini, Alberto Del Bimbo
Opublikowane w: Sensors, Numer 23, 2024, Strona(/y) 520, ISSN 1424-8220
Wydawca: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s23010520

Layout-to-Image Translation With Double Pooling Generative Adversarial Networks

Autorzy: Tang, Hao; Sebe, Nicu
Opublikowane w: IEEE Transactions on Image Processing, Numer 30, 2021, Strona(/y) 7903 - 7913, ISSN 1057-7149
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TIP.2021.3109531

A leap among quantum computing and quantum neural networks: a survey

Autorzy: Fabio Valerio Massoli, Lucia Vadicamo, Giuseppe Amato, Fabrizio Falchi
Opublikowane w: ACM Computing Surveys, Numer 55, 2022, Strona(/y) 1–37, ISSN 0360-0300
Wydawca: Association for Computing Machinary, Inc.
DOI: 10.1145/3529756

Low-Budget Label Query through Domain Alignment Enforcement

Autorzy: Cristiano Saltori , Paolo Rota, Nicu Sebe, Jurandy Almeida
Opublikowane w: Computer Vision and Image Understanding, Numer 222, 2022, ISSN 1077-3142
Wydawca: Academic Press
DOI: 10.1016/j.cviu.2022.103485

Perceptual Quality Improvement in Videoconferencing using Keyframes-based GAN

Autorzy: Lorenzo Agnolucci; Leonardo Galteri; Marco Bertini; Alberto Del Bimbo
Opublikowane w: IEEE Transactions on Multimedia, 2023, ISSN 1520-9210
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tmm.2023.3264882

CoReS: Compatible Representations via Stationarity

Autorzy: Niccolò Biondi;, Federico Pernici, Matteo Bruni, Alberto Del Bimbo
Opublikowane w: IEEE Transactions on Pattern Analysis and Machine Intelligence, Numer 45, 2023, Strona(/y) 9567 - 9582, ISSN 0162-8828
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tpami.2023.3259542

A comprehensive study of class incremental learning algorithms for visual tasks.

Autorzy: Eden Belouadah; Adrian Popescu; Ioannis Kanellos
Opublikowane w: Neural Networks, Numer 135, 2021, Strona(/y) 38-54, ISSN 0893-6080
Wydawca: Pergamon Press Ltd.
DOI: 10.1016/j.neunet.2020.12.003

A global taxonomy of interpretable AI: unifying the terminology for the technical and social sciences

Autorzy: Mara Graziani, Lidia Dutkiewicz, Davide Calvaresi, José Pereira Amorim, Katerina Yordanova, Mor Vered, Rahul Nair, Pedro Henriques Abreu, Tobias Blanke, Valeria Pulignano, John O. Prior, Lode Lauwaert, Wessel Reijers, Adrien Depeursinge, Vincent Andrearczyk, Henning Müller
Opublikowane w: Artificial Intelligence Review, Numer 56, 2022, Strona(/y) 3473–3504, ISSN 1573-7462
Wydawca: Springer Nature
DOI: 10.1007/s10462-022-10256-8

Effective triplet mining improves training of multi-scale pooled CNN for image retrieval

Autorzy: Federico Vaccaro, Tiberio Uricchio, Marco Bertini, Alberto Del Bimbo
Opublikowane w: Machine Vision and Applications, Numer 33, 2022, ISSN 1432-1769
Wydawca: Springer-Verlag GmbH
DOI: 10.1007/s00138-021-01260-z

Interactive multimodal video search: an extended post-evaluation for the VBS 2022 competition

Autorzy: Konstantin Schall, Werner Bailer, Kai-Uwe Barthel, Fabio Carrara, Jakub Lokoč, Ladislav Peška, Klaus Schoeffmann, Lucia Vadicamo, Claudio Vairo
Opublikowane w: International Journal of Multimedia Information Retrieval, Numer 13, 2024, ISSN 2192-6611
Wydawca: Springer Nature
DOI: 10.1007/s13735-024-00325-9

Bus Violence: An Open Benchmark for Video Violence Detection on Public Transport

Autorzy: Luca Ciampi; Paweł Foszner; Nicola Messina; Michał Staniszewski; Claudio Gennaro; Fabrizio Falchi; Gianluca Serao; Michał Cogiel; Dominik Golba; Agnieszka Szczęsna; Giuseppe Amato
Opublikowane w: Sensors, Numer 22, 2022, ISSN 1424-8220
Wydawca: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s22218345

Explainable deep learning for efficient and robust pattern recognition: A survey of recent developments

Autorzy: Xiao Bai, Xiang Wang, Xianglong Liu, Qiang Liu, Jingkuan Song, Nicu Sebe, Been Kim
Opublikowane w: Pattern Recognition, Numer 120, 2021, ISSN 0031-3203
Wydawca: Pergamon Press
DOI: 10.1016/j.patcog.2021.108102

Same or Different? Diff-Vectors for Authorship Analysis

Autorzy: Silvia Corbara, Alejandro Moreo, Fabrizio Sebastiani
Opublikowane w: ACM Transactions on Knowledge Discovery from Data, Numer 18, 2023, ISSN 1556-4681
Wydawca: Special Interest Group on Computer Graphics, Association for Computing Machinery
DOI: 10.1145/3609226

Curriculum self-paced learning for cross-domain object detection

Autorzy: Petru Soviany, Radu Tudor Ionescu, Paolo Rota, Niculae Sebe
Opublikowane w: Computer Vision and Image Understanding, Numer 204, 2021, ISSN 1077-3142
Wydawca: Academic Press
DOI: 10.1016/j.cviu.2021.103166

<i>nSimplex</i> <i>Zen</i> : A Novel Dimensionality Reduction for Euclidean and Hilbert Spaces

Autorzy: Richard Connor, Lucia Vadicamo
Opublikowane w: ACM Transactions on Knowledge Discovery from Data, Numer 18, 2024, Strona(/y) 1-44, ISSN 1556-4681
Wydawca: Special Interest Group on Computer Graphics, Association for Computing Machinery
DOI: 10.1145/3647642

Lost in Transduction: Transductive Transfer Learning in Text Classification

Autorzy: Alejandro Moreo, Andrea Esuli, Fabrizio Sebastiani
Opublikowane w: ACM Transactions on Knowledge Discovery from Data, Numer 6, 2022, Strona(/y) 1-21, ISSN 1556-4681
Wydawca: Special Interest Group on Computer Graphics, Association for Computing Machinery
DOI: 10.1145/3453146

TRACK: A New Method from a Re-examination of Deep Architectures for Head Motion Prediction in 360-degree Videos

Autorzy: Miguel Fabian Romero Rondon, Lucile Sassatelli, Ramon Aparicio-Pardo, Frederic Precioso
Opublikowane w: IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021, ISSN 0162-8828
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tpami.2021.3070520

LANBIQUE: LANguage-based Blind Image QUality Evaluation

Autorzy: Leonardo Galteri; Lorenzo Seidenari; Pietro Bongini; Marco Bertini; Alberto Del Bimbo
Opublikowane w: ACM Transactions on Multimedia Computing, Communications, and Applications, 2022, ISSN 1551-6857
Wydawca: Association for Computing Machinary, Inc.
DOI: 10.1145/3538649

Mitigating robust overfitting via self-residual-calibration regularization

Autorzy: Hong Liu, Zhun Zhong, Nicu Sebe, Shin'ichi Satoh
Opublikowane w: Artificial Intelligence, Numer 317, 2023, ISSN 0004-3702
Wydawca: Elsevier BV
DOI: 10.1016/j.artint.2023.103877

Curriculum Learning: A Survey

Autorzy: Petru Soviany, Radu Tudor Ionescu, Paolo Rota, Nicu Sebe
Opublikowane w: International Journal of Computer Vision, Numer 130, 2022, Strona(/y) 1526–1565, ISSN 0920-5691
Wydawca: Kluwer Academic Publishers
DOI: 10.1007/s11263-022-01611-x

Word-class embeddings for multiclass text classification

Autorzy: Alejandro Moreo, Andrea Esuli, Fabrizio Sebastiani
Opublikowane w: Data Mining and Knowledge Discovery, Numer 35, 2022, Strona(/y) 911-963, ISSN 1384-5810
Wydawca: Kluwer Academic Publishers
DOI: 10.1007/s10618-020-00735-3

One qubit as a universal approximant

Autorzy: Adrián Pérez-Salinas; Adrián Pérez-Salinas; David López-Núñez; David López-Núñez; Artur Garcia-Saez; P. Forn-Díaz; José I. Latorre
Opublikowane w: Physical Review A, Numer 104, 2021, ISSN 1094-1622
Wydawca: American Physical Society
DOI: 10.1103/physreva.104.012405

From the Lab to the Wild: Affect Modeling Via Privileged Information

Autorzy: Konstantinos Makantasis, Kosmas Pinitas, Antonios Liapis, Georgios N. Yannakakis
Opublikowane w: IEEE Transactions on Affective Computing, 2023, ISSN 1949-3045
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TAFFC.2023.3265072

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Attribute-Preserving Face Dataset Anonymization via Latent Code Optimization

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Conditioned Image Retrieval for Fashion using Contrastive Learning and CLIP-based Features

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Evaluating Hebbian Learning in a Semi-supervised Setting

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Learning from Label Relationships in Human Affect

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Face Verification with Challenging Imposters and Diversified Demographics

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Dataset Knowledge Transfer for Class-Incremental Learning without Memory

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Unsupervised Domain Adaptation for Video Violence Detection in the Wild

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Joint Noise-Tolerant Learning and Meta Camera Shift Adaptation for Unsupervised Person Re-Identification

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Raising User Awareness about the Consequences of Online Photo Sharing

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Visual Objectification in Films: Towards a New AI Task for Video Interpretation

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The MeVer DeepFake Detection Service: Lessons Learnt from Developing and Deploying in the Wild

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LeQua@CLEF2022: Learning to Quantify

Autorzy: Andrea Esuli, Alejandro Moreo, Fabrizio Sebastiani
Opublikowane w: Advances in Information Retrieval: 44th European Conference on IR Research, ECIR 2022, Numer 2, 2022, Strona(/y) 374–381, ISBN 978-3-030-99738-0
Wydawca: Springer-Verlag
DOI: 10.1007/978-3-030-99739-7_47

AniFormer: Data-driven 3D Animation with Transformer

Autorzy: Chen, Haoyou; Tang, Hao; Sebe, Nicu; Zhao, Guoying
Opublikowane w: https://www.bmvc2021-virtualconference.com/assets/supp/0130_supp.pdf, 2021
Wydawca: British Machine Vision Association
DOI: 10.5281/zenodo.5901777

Explaining video summarization based on the focus of attention

Autorzy: Evlampios Apostolidis, Georgios Balaouras, Vasileios Mezaris, Ioannis Patras
Opublikowane w: Proceedings 2022 IEEE International Symposium on Multimedia (ISM), 2022, ISBN 978-1-6654-7173-2
Wydawca: IEEE
DOI: 10.1109/ism55400.2022.00029

Ordinal Quantification Through Regularization

Autorzy: Mirko Bunse, Alejandro Moreo, Fabrizio Sebastiani,Martin Senz
Opublikowane w: Proccedings Joint European Conference on Machine Learning and Knowledge Discovery in Databases (ECML PKDD 2022), 2023, Strona(/y) 36-52, ISBN 978-3-031-26418-4
Wydawca: Springer, Cham
DOI: 10.1007/978-3-031-26419-1_3

Deep Reinforcement Learning with semi-expert distillation for autonomous UAV cinematography

Autorzy: Andreas Sochopoulos, Ioannis Mademlis, Evangelos Charalampakis, Sotirios Papadopoulos, Ioannis Pitas
Opublikowane w: Proceedings 2023 IEEE International Conference on Multimedia and Expo (ICME), 2023, ISBN 978-1-6654-6892-3
Wydawca: IEEE
DOI: 10.1109/icme55011.2023.00230

Heterogeneous document embeddings for cross-lingual text classification

Autorzy: Alejandro Moreo, Andrea Pedrotti, Fabrizio Sebastiani
Opublikowane w: SAC '21: Proceedings of the 36th Annual ACM Symposium on Applied Computing, 2021, Strona(/y) 685–688, ISBN 978-1-4503-8104-8
Wydawca: Association for Computing Machinery
DOI: 10.1145/3412841.3442093

On The Link Between Emotion, Attention And Content In Virtual Immersive Environments

Autorzy: Quentin Guimard, Florent Robert, Camille Bauce, Aldric Ducreux, Lucile Sassatelli, Hui-Yin Wu, Marco Winckler, Auriane Gros
Opublikowane w: Proceedings 2022 IEEE International Conference on Image Processing (ICIP), 2022, ISBN 978-1-6654-9621-6
Wydawca: IEEE
DOI: 10.1109/icip46576.2022.9897903

FeTrIL: Feature Translation for Exemplar-Free Class-Incremental Learning

Autorzy: Grégoire Petit; Adrian Popescu; Hugo Schindler; David Picard; Bertrand Delezoide
Opublikowane w: Proceedings 2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2023, Strona(/y) 3911-3920, ISBN 978-1-6654-9347-5
Wydawca: IEEE
DOI: 10.1109/wacv56688.2023.00390

Contrastive Learning of Generalized Game Representations

Autorzy: Chintan Trivedi; Antonios Liapis; Georgios N. Yannakakis
Opublikowane w: 2021 IEEE Conference on Games (CoG), 2021
Wydawca: IEEE
DOI: 10.1109/CoG52621.2021.9619107

Pairwise Ranking Network for Affect Recognition

Autorzy: Georgios Zoumpourlis; Ioannis Patras
Opublikowane w: 2021 International Conference on Learning Representations (ICLR2021), 2021
Wydawca: OpenReview.net
DOI: 10.5281/zenodo.5550449

Making Few-shot Object Detection Simpler and Less Frustrating

Autorzy: Werner Bailer
Opublikowane w: MultiMedia Modeling 28th International Conference, MMM 2022, Numer 2, 2022, ISBN 978-3-030-98355-0
Wydawca: Springer Nature
DOI: 10.1007/978-3-030-98355-0_37

Speaker-Independent Microphone Identification in Noisy Conditions

Autorzy: Antonio Giganti, Luca Cuccovillo, Paolo Bestagini, Patrick Aichroth, Stefano Tubaro
Opublikowane w: Proceedings 2022 30th European Signal Processing Conference (EUSIPCO), 2023, ISBN 978-1-6654-6799-5
Wydawca: European Association for Signal Processing (EURASIP)
DOI: 10.23919/eusipco55093.2022.9909800

Adversarial Style Augmentation for Domain Generalized Urban-Scene Segmentation

Autorzy: Zhun Zhong, Yuyang Zhao, Gim Hee Lee, Nicu Sebe
Opublikowane w: Advances in Neural Information Processing Systems 35 (NeurIPS 2022), Numer 35, 2022, ISBN 9781713871088
Wydawca: Neural Information Processing Systems Foundation, Inc. (NeurIPS)
DOI: 10.5281/zenodo.7566090

SegmentCodeList: Unsupervised Representation Learning for Human Skeleton Data Retrieval

Autorzy: Jan Sedmidubsky, Fabio Carrara & Giuseppe Amato
Opublikowane w: Proceedings 45th European Conference on Information Retrieval (ECIR 2023), 2023, Strona(/y) 110–124, ISBN 978-3-031-28237-9
Wydawca: Springer Cham
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Automatic Detection of Bot-generated Tweets

Autorzy: Julien Tourille, Babacar Sow, Adrian Popescu
Opublikowane w: Proceedings of the 1st International Workshop on Multimedia AI against Disinformation (MAD '22), 2022, Strona(/y) 44–51, ISBN 978-1-4503-9242-6
Wydawca: Association for Computing Machinery
DOI: 10.1145/3512732.3533584

Learning to Attack Real-World Models for Person Re-identification via Virtual-Guided Meta-Learning

Autorzy: Fengxiang Yang, Zhun Zhong, Hong Liu, Zheng Wang, Zhiming Luo, Shaozi Li, Nicu Sebe, Shin’ichi Satoh
Opublikowane w: Proceedings of the AAAI Conference on Artificial Intelligence, Numer 35, 2021, Strona(/y) 3128-3135
Wydawca: PKP Publishing Services Network
DOI: 10.5281/zenodo.5018218

Health Talk: Understanding Practices of Popular Professional YouTubers

Autorzy: Thanh-Trung Phan, Chloé Michoud, Lucia Volpato, MaríA Del RíO Carral, Daniel Gatica-Perez
Opublikowane w: Proceedings of the 21st International Conference on Mobile and Ubiquitous Multimedia (MUM '22), 2022, Strona(/y) 218–230, ISBN 978-1-4503-9820-6
Wydawca: Association for Computing Machinery
DOI: 10.1145/3568444.3568453

Learning to Generalize Unseen Domains via Memory-based Multi-Source Meta-Learning for Person Re-Identification

Autorzy: Yuyang Zhao; Zhun Zhong; Fengxiang Yang; Zhiming Luo; Yaojin Lin; Shaozi Li; Nicu Sebe
Opublikowane w: 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021, Strona(/y) 6273-6282
Wydawca: IEEE Computer Society
DOI: 10.1109/cvpr46437.2021.00621

Self-Supervised Video Similarity Learning

Autorzy: Giorgos Kordopatis-Zilos, Giorgos Tolias, Christos Tzelepis, Ioannis Kompatsiaris, Ioannis Patras, Symeon Papadopoulos
Opublikowane w: Proceedings 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2023, ISBN 979-8-3503-0249-3
Wydawca: IEEE
DOI: 10.1109/cvprw59228.2023.00504

Transformer Reasoning Network for Image-Text Matching and Retrieval

Autorzy: Nicola Messina, Fabrizio Falchi, Andrea Esuli, Giuseppe Amato
Opublikowane w: 2020 25th International Conference on Pattern Recognition (ICPR), 2021, ISBN 978-1-7281-8808-9
Wydawca: IEEE
DOI: 10.1109/icpr48806.2021.9413172

Novel Class Discovery in Semantic Segmentation

Autorzy: Yuyang Zhao, Zhun Zhong, Nicu Sebe, Gim Hee Lee
Opublikowane w: Proceedings 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022, Strona(/y) 4330-4339, ISBN 978-1-6654-6946-3
Wydawca: IEEE
DOI: 10.1109/cvpr52688.2022.00430

PandA: Unsupervised Learning of Parts and Appearances in the Feature Maps of GANs

Autorzy: James Oldfield, Christos Tzelepis, Yannis Panagakis, Mihalis Nicolaou, Ioannis Patras
Opublikowane w: Proceedings 11th International Conference on Learning Representations (ICLR2023), 2023
Wydawca: OpenReview.net

SMACE: A New Method for the Interpretability of Composite Decision Systems

Autorzy: Gianluigi Lopardo, Damien Garreau, Frédéric Precioso, Greger Ottosson
Opublikowane w: Proceedings Joint European Conference on Machine Learning and Knowledge Discovery in Databases (ECML PKDD 2022), 2022, Strona(/y) 325–339, ISBN 978-3-031-26386-6
Wydawca: Springer-Verlag
DOI: 10.1007/978-3-031-26387-3_20

Contrastive Supervised Distillation for Continual Representation Learning

Autorzy: Tommaso Barletti, Niccoló Biondi, Federico Pernici, Matteo Bruni, Alberto Del Bimbo
Opublikowane w: Proceedings 21st International Conference on Image Analysis and Processing (ICIAP 2022), 2022, Strona(/y) 597–609, ISBN 978-3-031-06426-5
Wydawca: Springer Cham
DOI: 10.1007/978-3-031-06427-2_50

Neural Knowledge Transfer for Sentiment Analysis in Texts with Figurative Language

Autorzy: Dionysios Karamouzas; Ioannis Mademlis; Ioannis Pitas
Opublikowane w: Proceedings 2022 IEEE 32nd International Workshop on Machine Learning for Signal Processing (MLSP), 2022, ISBN 978-1-6654-8548-7
Wydawca: IEEE
DOI: 10.1109/mlsp55214.2022.9943314

Why Approximate Matrix Square Root Outperforms Accurate SVD in Global Covariance Pooling?

Autorzy: Yue Song; Niculae Sebe; Wei Wang
Opublikowane w: 2021 IEEE/CVF International Conference on Computer Vision (ICCV), 2021, ISBN 978-1-6654-2812-5
Wydawca: IEEE
DOI: 10.1109/ICCV48922.2021.00115

Re-assessing the “Classify and Count” Quantification Method

Autorzy: Moreo, Alejandro; Sebastiani, Fabrizio
Opublikowane w: European Conference on Information Retrieval ECIR 2021: Advances in Information Retrieval, 2021, Strona(/y) 75-91, ISBN 978-3-030-72240-1
Wydawca: Springer International Publishing
DOI: 10.1007/978-3-030-72240-1_6

Knowledge-Driven Active Learning

Autorzy: Gabriele Ciravegna, Frédéric Precioso, Alessandro Betti, Kevin Mottin, Marco Gori
Opublikowane w: Proceedings Joint European Conference on Machine Learning and Knowledge Discovery in Databases (CML PKDD 2023), 2023, Strona(/y) 38-54, ISBN 978-3-031-43411-2
Wydawca: Springer-Verlag
DOI: 10.1007/978-3-031-43412-9_3

Transformer-Based Attention Networks for Continuous Pixel-Wise Prediction

Autorzy: Guanglei Yang; Hao Tang; Mingli Ding; Niculae Sebe; Elisa Ricci
Opublikowane w: 2021 IEEE/CVF International Conference on Computer Vision (ICCV), 2021, ISBN 978-1-6654-2812-5
Wydawca: IEEE
DOI: 10.1109/ICCV48922.2021.01596

StyleMask: Disentangling the Style Space of StyleGAN2 for Neural Face Reenactment

Autorzy: Stella Bounareli, Christos Tzelepis, Vasileios Argyriou, Ioannis Patras, Georgios Tzimiropoulos
Opublikowane w: Proceedings 2023 IEEE 17th International Conference on Automatic Face and Gesture Recognition (FG), 2023, ISBN 979-8-3503-4544-5
Wydawca: IEEE
DOI: 10.1109/fg57933.2023.10042744

GAP: Differentially Private Graph Neural Networks with Aggregation Perturbation

Autorzy: Sina Sajadmanesh, Ali Shahin Shamsabadi, Aurélien Bellet, Daniel Gatica-Perez
Opublikowane w: Proceedings of the 32nd USENIX Security Symposium, 2023
Wydawca: USENIX
DOI: 10.5281/zenodo.7554787

Adversarial Unsupervised Video Summarization Augmented With Dictionary Loss

Autorzy: Michail Kaseris; Ioannis Mademlis; Ioannis Pitas
Opublikowane w: 2021 IEEE International Conference on Image Processing (ICIP), 2021, Strona(/y) 2683-2687
Wydawca: IEEE
DOI: 10.1109/icip42928.2021.9506088

Monte Carlo Elites: Quality-Diversity Selection as a Multi-Armed Bandit Problem

Autorzy: Sfikas, Konstantinos; Liapis, Antonios; Yannakakis, Georgios N.
Opublikowane w: Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '21), 2021, Strona(/y) 180-188
Wydawca: Association for Computing Machinery (ACM)
DOI: 10.1145/3449639.3459321

People@Places and ToDY: Two Datasets for Scene Classification in Media Production and Archiving

Autorzy: Werner Bailer, Hannes Fassold
Opublikowane w: Proceedings 29th International Conference on Multimedia Modeling (MMM 2023), Numer 489–501, 2022, ISBN 978-3-031-27076-5
Wydawca: Springer-Verlag, Berlin, Heidelberg
DOI: 10.1007/978-3-031-27077-2_38

Graph Transformer GANs for Graph-Constrained House Generation

Autorzy: Hao Tang, Zhenyu Zhang, Humphrey Shi, Bo Li,,Ling Shao, Nicu Sebe, Radu Timofte, Luc Van Gool
Opublikowane w: Proceedings 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023, Strona(/y) 2173-2182, ISBN 979-8-3503-0129-8
Wydawca: IEEE
DOI: 10.1109/cvpr52729.2023.00216

Learning to Detect Fallen People in Virtual Worlds

Autorzy: Fabio Carrara; Lorenzo Pasco; Claudio Gennaro; Fabrizio Falchi
Opublikowane w: Proceedings of the 19th International Conference on Content-based Multimedia Indexing (CBMI '22), 2022, Strona(/y) 126–130, ISBN 978-1-4503-9720-9
Wydawca: Association for Computing Machinery
DOI: 10.1145/3549555.3549573

Introducing K-Anonymity Principles to Adversarial Attacks for Privacy Protection in Image Classification Problems

Autorzy: Vasileios Mygdalis, Anastasios Tefas, Ioannis Pitas
Opublikowane w: 2021 IEEE 31st International Workshop on Machine Learning for Signal Processing (MLSP), 2021, ISBN 9781665411844
Wydawca: IEEE
DOI: 10.1109/mlsp52302.2021.9596565

Cascaded Cross MLP-Mixer GANs for Cross-View Image Translation

Autorzy: Ren, Bin; Tang, Hao; Sebe, Nicu
Opublikowane w: 32nd British Machine Vision Conference, 2021
Wydawca: British Machine Vision Association
DOI: 10.5281/zenodo.5901781

Go-Blend Behavior and Affect

Autorzy: Matthew Barthet; Antonios Liapis; Georgios N. Yannakakis
Opublikowane w: 2021 9th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW), 2021
Wydawca: IEEE
DOI: 10.1109/ACIIW52867.2021.9666376

Supervised Contrastive Learning for Affect Modelling

Autorzy: Kosmas Pinitas, Konstantinos Makantasis, Antonios Liapis, Georgios N. Yannakakis
Opublikowane w: Proceedings of the 2022 International Conference on Multimodal Interaction (ICMI '22), 2022, Strona(/y) 531–539, ISBN 978-1-4503-9390-4
Wydawca: Association for Computing Machinery
DOI: 10.1145/3536221.3556584

Defending Neural ODE Image Classifiers from Adversarial Attacks with Tolerance Randomization

Autorzy: Fabio Carrara, Roberto Caldelli, Fabrizio Falchi, Giuseppe Amato
Opublikowane w: Pattern Recognition. ICPR International Workshops and Challenges, 2021, Strona(/y) 425-438, ISBN 978-3-030-68763-2
Wydawca: Springer International Publishing
DOI: 10.1007/978-3-030-68780-9_35

Detic-Track: Robust Detection and Tracking of Objects in Video

Autorzy: Hannes Fassold
Opublikowane w: Proceedings 2022 IEEE International Conference on Multimedia and Expo Workshops (ICMEW), 2022, ISBN 978-1-6654-7218-0
Wydawca: IEEE
DOI: 10.1109/icmew56448.2022.9859437

Autoencoder-based Data Augmentation for Deepfake Detection

Autorzy: Dan-Cristian Stanciu, Bogdan Ionescu
Opublikowane w: Proceedings of the 2nd ACM International Workshop on Multimedia AI against Disinformation (MAD '23), 2023, Strona(/y) 19-27, ISBN 979-8-4007-0187-0
Wydawca: Association for Computing Machinery
DOI: 10.1145/3592572.3592840

VISIONE at Video Browser Showdown 2022

Autorzy: Giuseppe Amato, Paolo Bolettieri, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro, Nicola Messina, Lucia Vadicamo, Claudio Vairo
Opublikowane w: Proceedings 28th International Conference on MultiMedia Modeling (MMM 2022), Numer 2, 2022, Strona(/y) 543–548, ISBN 978-3-030-98355-0
Wydawca: Springer Cham
DOI: 10.1007/978-3-030-98355-0_52

QuaPy: A Python-Based Framework for Quantification

Autorzy: Alejandro Moreo, Andrea Esuli, and Fabrizio Sebastiani
Opublikowane w: Proceedings of the 30th ACM International Conference on Information & Knowledge Management, 2021, Strona(/y) 4534–4543
Wydawca: Association for Computing Machinery
DOI: 10.1145/3459637.3482015

WarpedGANSpace: Finding non-linear RBF paths in GAN latent space

Autorzy: Tzelepis, Christos; Tzimiropoulos, Georgios; Patras, Ioannis
Opublikowane w: 2021 IEEE/CVF International Conference on Computer Vision (ICCV2021), 2021, Strona(/y) 6373-6382, ISBN 978-1-6654-2812-5
Wydawca: IEEE
DOI: 10.1109/iccv48922.2021.00633

PI-Trans: Parallel-ConvMLP and Implicit-Transformation Based GAN for Cross-View Image Translation

Autorzy: Bin Ren, Hao Tang, Yiming Wang, Xia Li, Wei Wang, Nicu Sebe
Opublikowane w: Proceedings ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023, ISBN 978-1-7281-6327-7
Wydawca: IEEE
DOI: 10.1109/icassp49357.2023.10095449

AffectGAN: Affect-Based Generative Art Driven by Semantics

Autorzy: Theodoros Galanos; Antonios Liapis; Georgios N. Yannakakis
Opublikowane w: 2021 9th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW), 2021, Strona(/y) 1-7, ISBN 978-1-6654-0021-3
Wydawca: IEEE
DOI: 10.1109/ACIIW52867.2021.9666317

Exploiting Caption Diversity for Unsupervised Video Summarization

Autorzy: Michail Kaseris, Ioannis Mademlis, Ioannis Pitas
Opublikowane w: Proceedings 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022, ISBN 978-1-6654-0541-6
Wydawca: IEEE
DOI: 10.1109/icassp43922.2022.9747592

Curriculum Graph Co-Teaching for Multi-Target Domain Adaptation

Autorzy: Subhankar Roy; Evgeny Krivosheev; Zhun Zhong; Nicu Sebe; Elisa Ricci
Opublikowane w: 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021, Strona(/y) 5347-5356, ISSN 2575-7075
Wydawca: IEEE
DOI: 10.1109/cvpr46437.2021.00531

SMART360: Simulating Motion prediction and Adaptive bitRate sTrategies for 360° video streaming

Autorzy: Quentin Guimard, Lucile Sassatelli
Opublikowane w: Proceedings of the 14th Conference on ACM Multimedia Systems (MMSys '23), 2023, Strona(/y) 384–390, ISBN 979-8-4007-0148-1
Wydawca: Association for Computing Machinery
DOI: 10.1145/3587819.3592547

Deep variational learning for multiple trajectory prediction of 360° head movements

Autorzy: Quentin Guimard, Lucile Sassatelli, Francesco Marchetti, Federico Becattini, Lorenzo Seidenari
Opublikowane w: Proceedings of the 13th ACM Multimedia Systems Conference (MMSys '22), 2022, Strona(/y) 2–26, ISBN 978-1-4503-9283-9
Wydawca: Association for Computing Machinery
DOI: 10.1145/3524273.3528176

Effects of Emotions on Head Motion Predictability in 360° Videos

Autorzy: Quentin Guimard, Lucile Sassatelli
Opublikowane w: Proceedings of the 14th International Workshop on Immersive Mixed and Virtual Environment Systems (MMVE '22), 2022, Strona(/y) 37–43, ISBN 978-1-4503-9382-9
Wydawca: Association for Computing Machinery
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Language Based Image Quality Assessment

Autorzy: Leonardo Galteri; Lorenzo Seidenari; Pietro Bongini; Marco Bertini; Alberto Del Bimbo
Opublikowane w: MMAsia '21: ACM Multimedia Asia, 2021, ISBN 978-1-4503-8607-4
Wydawca: Association for Computing Machinery
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Whitening for Self-Supervised Representation Learning

Autorzy: Alexandr Ermolov; Aliaksandr Siarohin; Enver Sangineto; Niculae Sebe
Opublikowane w: 38th International Conference on Machine Learning, PMLR, Numer 139, 2021, Strona(/y) 3015-3024
Wydawca: Proceedings of Machine Learning Research
DOI: 10.5281/zenodo.5543415

Exploring Deep Fusion Ensembling for Automatic Visual Interestingness Prediction

Autorzy: M.G. Constantin; L.D. Stefan; B. Ionescu
Opublikowane w: Human Perception of Visual Information Psychological and Computational Perspectives, 2022, Strona(/y) 33-58, ISBN 978-3-030-81465-6
Wydawca: Springer Nature Switzerland AG
DOI: 10.1007/978-3-030-81465-6_2

Explainable Video Summarization for Advancing Media Content Production

Autorzy: Evlampios Apostolidis, Georgios Balaouras, Ioannis Patras, Vasileios Mezaris
Opublikowane w: Encyclopedia of Information Science and Technology, Sixth Edition, 2025, ISBN 9781668473665
Wydawca: IGI Global
DOI: 10.4018/978-1-6684-7366-5.ch065

Proceedings of the 2nd International Workshop on Learning to Quantify (LQ 2022)

Autorzy: Juan Jose del Coz, Pablo Gonzalez, Alejandro Moreo, Fabrizio Sebastiani
Opublikowane w: Proceedings of the 2nd International Workshop on Learning to Quantify (LQ 2022), 2022
Wydawca: LQ 2022
DOI: 10.5281/zenodo.7093004

Learning to Quantify

Autorzy: Andrea Esuli , Alessandro Fabris , Alejandro Moreo , Fabrizio Sebastiani
Opublikowane w: Learning to Quantify, 2023, ISBN 978-3-031-20466-1
Wydawca: Springer Cham
DOI: 10.1007/978-3-031-20467-8

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