Stop the war!Остановите войну!
for scientists:
default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDGiuseppe Amato 0001
Person information
- affiliation: National Research Council (CNR), Pisa, Italy
Other persons with the same name
- Giuseppe Amato 0002 — Università di Salerno, Italy
- Giuseppe Amato 0003 — Bank of Italy
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
showing all ?? records
2020 – today
- 2023
[j42]Fabio Valerio Massoli
, Lucia Vadicamo, Giuseppe Amato, Fabrizio Falchi:
A Leap among Quantum Computing and Quantum Neural Networks: A Survey. ACM Comput. Surv. 55(5): 98:1-98:37 (2023)- [j41]Achilles Machumilane, Alberto Gotta, Pietro Cassarà, Giuseppe Amato, Claudio Gennaro:
Learning-Based Traffic Scheduling in Non-Stationary Multipath 5G Non-Terrestrial Networks. Remote. Sens. 15(7): 1842 (2023) - [c155]Jan Sedmidubský, Fabio Carrara, Giuseppe Amato:
SegmentCodeList: Unsupervised Representation Learning for Human Skeleton Data Retrieval. ECIR (2) 2023: 110-124 - [c154]Achilles Machumilane, Alberto Gotta, Pietro Cassarà, Claudio Gennaro, Giuseppe Amato:
Traffic Scheduling in Non-Stationary Multipath Non-Terrestrial Networks: A Reinforcement Learning Approach. ICC 2023: 4094-4099 - [c153]Luca Ciampi, Nicola Messina, Gaetano Emanuele Valenti, Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro:
MC-GTA: A Synthetic Benchmark for Multi-Camera Vehicle Tracking. ICIAP (1) 2023: 316-327 - [c152]Luca Ciampi, Carlos Santiago, João Paulo Costeira, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato:
Unsupervised Domain Adaptation for Video Violence Detection in the Wild. IMPROVE 2023: 37-46 - [c151]Claudio Vairo, Marco Callieri, Fabio Carrara, Paolo Cignoni, Marco Di Benedetto, Claudio Gennaro, Daniela Giorgi, Gianpaolo Palma, Lucia Vadicamo, Giuseppe Amato:
Social and hUman ceNtered XR. Ital-IA 2023: 48-53 - [c150]Fabio Carrara, Luca Ciampi, Marco Di Benedetto, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato:
AIMH Lab 2022 Activities for Healthcare. Ital-IA 2023: 128-133 - [c149]Davide Alessandro Coccomini, Roberto Caldelli, Andrea Esuli, Fabrizio Falchi, Claudio Gennaro, Nicola Messina, Giuseppe Amato:
AIMH Lab Approaches for Deepfake Detection. Ital-IA 2023: 432-436 - [c148]Luca Ciampi, Giuseppe Amato, Paolo Bolettieri, Fabio Carrara, Marco Di Benedetto, Fabrizio Falchi, Claudio Gennaro, Nicola Messina, Lucia Vadicamo, Claudio Vairo:
AIMH Lab 2022 Activities for Vision. Ital-IA 2023: 538-543 - [c147]Gabriele Lagani, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato:
AIMH Lab for a Susteinable Bio-Inspired AI. Ital-IA 2023: 575-584 - [c146]Giuseppe Amato, Paolo Bolettieri, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro, Nicola Messina, Lucia Vadicamo, Claudio Vairo:
VISIONE: A Large-Scale Video Retrieval System with Advanced Search Functionalities. ICMR 2023: 649-653 - [c145]Giuseppe Amato, Paolo Bolettieri, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro, Nicola Messina, Lucia Vadicamo, Claudio Vairo:
VISIONE at Video Browser Showdown 2023. MMM (1) 2023: 615-621 - [c144]Fabio Carrara, Claudio Gennaro, Lucia Vadicamo, Giuseppe Amato:
Vec2Doc: Transforming Dense Vectors into Sparse Representations for Efficient Information Retrieval. SISAP 2023: 215-222 - [i40]Davide Alessandro Coccomini, Andrea Esuli, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato:
Detecting Images Generated by Diffusers. CoRR abs/2303.05275 (2023) - [i39]Gabriele Lagani, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato:
Spiking Neural Networks and Bio-Inspired Supervised Deep Learning: A Survey. CoRR abs/2307.16235 (2023) - [i38]Gabriele Lagani, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato:
Synaptic Plasticity Models and Bio-Inspired Unsupervised Deep Learning: A Survey. CoRR abs/2307.16236 (2023) - 2022
- [j40]Marco Di Benedetto, Fabio Carrara, Benedetta Tafuri, Salvatore Nigro, Roberto De Blasi, Fabrizio Falchi, Claudio Gennaro, Giuseppe Gigli, Giancarlo Logroscino, Giuseppe Amato:
Deep networks for behavioral variant frontotemporal dementia identification from multiple acquisition sources. Comput. Biol. Medicine 148: 105937 (2022) - [j39]Marco Di Benedetto, Fabio Carrara, Luca Ciampi, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato:
An embedded toolset for human activity monitoring in critical environments. Expert Syst. Appl. 199: 117125 (2022) - [j38]Luca Ciampi, Claudio Gennaro, Fabio Carrara, Fabrizio Falchi, Claudio Vairo, Giuseppe Amato:
Multi-camera vehicle counting using edge-AI. Expert Syst. Appl. 207: 117929 (2022) - [j37]Fabio Carrara, Roberto Caldelli, Fabrizio Falchi, Giuseppe Amato:
Improving the Adversarial Robustness of Neural ODE Image Classifiers by Tuning the Tolerance Parameter. Inf. 13(12): 555 (2022) - [j36]Luca Guarnera, Oliver Giudice, Francesco Guarnera, Alessandro Ortis, Giovanni Puglisi, Antonino Barbaro Paratore, Linh M. Q. Bui, Marco Fontani, Davide Alessandro Coccomini, Roberto Caldelli, Fabrizio Falchi, Claudio Gennaro, Nicola Messina, Giuseppe Amato, Gianpaolo Perelli, Sara Concas, Carlo Cuccu, Giulia Orrù, Gian Luca Marcialis, Sebastiano Battiato:
The Face Deepfake Detection Challenge. J. Imaging 8(10): 263 (2022) - [j35]Luca Ciampi, Fabio Carrara, Valentino Totaro, Raffaele Mazziotti, Leonardo Lupori, Carlos Santiago, Giuseppe Amato, Tommaso Pizzorusso, Claudio Gennaro:
Learning to count biological structures with raters' uncertainty. Medical Image Anal. 80: 102500 (2022) - [j34]Gabriele Lagani, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato:
Comparing the performance of Hebbian against backpropagation learning using convolutional neural networks. Neural Comput. Appl. 34(8): 6503-6519 (2022) - [j33]Luca Ciampi, Pawel Foszner, Nicola Messina, Michal Staniszewski, Claudio Gennaro, Fabrizio Falchi, Gianluca Serao, Michal Cogiel, Dominik Golba, Agnieszka Szczesna, Giuseppe Amato:
Bus Violence: An Open Benchmark for Video Violence Detection on Public Transport. Sensors 22(21): 8345 (2022) - [j32]Fabio Valerio Massoli, Fabrizio Falchi, Alperen Kantarci, Seymanur Akti, Hazim Kemal Ekenel, Giuseppe Amato:
MOCCA: Multilayer One-Class Classification for Anomaly Detection. IEEE Trans. Neural Networks Learn. Syst. 33(6): 2313-2323 (2022) - [c143]Nicola Messina, Matteo Stefanini, Marcella Cornia, Lorenzo Baraldi, Fabrizio Falchi, Giuseppe Amato, Rita Cucchiara:
ALADIN: Distilling Fine-grained Alignment Scores for Efficient Image-Text Matching and Retrieval. CBMI 2022: 64-70 - [c142]Gabriele Lagani, Davide Bacciu, Claudio Gallicchio, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato:
Deep Features for CBIR with Scarce Data using Hebbian Learning. CBMI 2022: 136-141 - [c141]Nicola Messina, Giuseppe Amato, Fabio Carrara, Claudio Gennaro, Fabrizio Falchi:
Recurrent Vision Transformer for Solving Visual Reasoning Problems. ICIAP (3) 2022: 50-61 - [c140]Davide Alessandro Coccomini, Roberto Caldelli, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato:
Cross-Forgery Analysis of Vision Transformers and CNNs for Deepfake Image Detection. MAD@ICMR 2022: 52-58 - [c139]Giuseppe Amato, Paolo Bolettieri, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro, Nicola Messina, Lucia Vadicamo, Claudio Vairo:
VISIONE at Video Browser Showdown 2022. MMM (2) 2022: 543-548 - [c138]Fabio Carrara, Lucia Vadicamo, Claudio Gennaro, Giuseppe Amato:
Approximate Nearest Neighbor Search on Standard Search Engines. SISAP 2022: 214-221 - [c137]Gabriele Lagani, Claudio Gennaro, Hannes Fassold, Giuseppe Amato:
FastHebb: Scaling Hebbian Training of Deep Neural Networks to ImageNet Level. SISAP 2022: 251-264 - [c136]Luca Ciampi, Fabio Carrara, Giuseppe Amato, Claudio Gennaro:
Counting or Localizing? Evaluating Cell Counting and Detection in Microscopy Images. VISIGRAPP (4: VISAPP) 2022: 887-897 - [c135]Achilles Machumilane, Alberto Gotta, Pietro Cassarà, Claudio Gennaro, Giuseppe Amato:
Actor-Critic Scheduling for Path-Aware Air-to-Ground Multipath Multimedia Delivery. VTC Spring 2022: 1-5 - [e4]Giuseppe Amato, Valentina Bartalesi, Devis Bianchini, Claudio Gennaro, Riccardo Torlone:
Proceedings of the 30th Italian Symposium on Advanced Database Systems, SEBD 2022, Tirrenia (PI), Italy, June 19-22, 2022. CEUR Workshop Proceedings 3194, CEUR-WS.org 2022 [contents] - [i37]Achilles Machumilane, Alberto Gotta, Pietro Cassarà, Claudio Gennaro, Giuseppe Amato:
Actor-Critic Scheduling for Path-Aware Air-to-Ground Multipath Multimedia Delivery. CoRR abs/2204.13343 (2022) - [i36]Gabriele Lagani, Davide Bacciu, Claudio Gallicchio, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato:
Deep Features for CBIR with Scarce Data using Hebbian Learning. CoRR abs/2205.08935 (2022) - [i35]Davide Alessandro Coccomini, Roberto Caldelli, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato:
Cross-Forgery Analysis of Vision Transformers and CNNs for Deepfake Image Detection. CoRR abs/2206.13829 (2022) - [i34]Gabriele Lagani, Claudio Gennaro, Hannes Fassold, Giuseppe Amato:
FastHebb: Scaling Hebbian Training of Deep Neural Networks to ImageNet Level. CoRR abs/2207.03172 (2022) - [i33]Nicola Messina, Matteo Stefanini, Marcella Cornia, Lorenzo Baraldi, Fabrizio Falchi, Giuseppe Amato, Rita Cucchiara:
ALADIN: Distilling Fine-grained Alignment Scores for Efficient Image-Text Matching and Retrieval. CoRR abs/2207.14757 (2022) - [i32]Davide Alessandro Coccomini, Giorgos Kordopatis-Zilos, Giuseppe Amato, Roberto Caldelli, Fabrizio Falchi, Symeon Papadopoulos, Claudio Gennaro:
MINTIME: Multi-Identity Size-Invariant Video Deepfake Detection. CoRR abs/2211.10996 (2022) - 2021
- [j31]Fabio Valerio Massoli, Fabio Carrara, Giuseppe Amato, Fabrizio Falchi:
Detection of Face Recognition Adversarial Attacks. Comput. Vis. Image Underst. 202: 103103 (2021) - [j30]Lucia Vadicamo, Claudio Gennaro, Fabrizio Falchi, Edgar Chávez, Richard Connor, Giuseppe Amato:
Re-ranking via local embeddings: A use case with permutation-based indexing and the nSimplex projection. Inf. Syst. 95: 101506 (2021) - [j29]Giuseppe Amato, Paolo Bolettieri, Fabio Carrara, Franca Debole, Fabrizio Falchi, Claudio Gennaro, Lucia Vadicamo, Claudio Vairo:
The VISIONE Video Search System: Exploiting Off-the-Shelf Text Search Engines for Large-Scale Video Retrieval. J. Imaging 7(5): 76 (2021) - [j28]Marco Di Benedetto, Fabio Carrara, Enrico Meloni, Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro:
Learning accurate personal protective equipment detection from virtual worlds. Multim. Tools Appl. 80(15): 23241-23253 (2021) - [j27]Gabriele Lagani, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato:
Hebbian semi-supervised learning in a sample efficiency setting. Neural Networks 143: 719-731 (2021) - [j26]Nicola Messina, Giuseppe Amato, Fabio Carrara, Claudio Gennaro, Fabrizio Falchi:
Solving the same-different task with convolutional neural networks. Pattern Recognit. Lett. 143: 75-80 (2021) - [j25]Nicola Messina, Giuseppe Amato, Andrea Esuli, Fabrizio Falchi, Claudio Gennaro, Stéphane Marchand-Maillet:
Fine-Grained Visual Textual Alignment for Cross-Modal Retrieval Using Transformer Encoders. ACM Trans. Multim. Comput. Commun. Appl. 17(4): 128:1-128:23 (2021) - [c134]Nicola Messina, Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro, Stéphane Marchand-Maillet:
Towards Efficient Cross-Modal Visual Textual Retrieval using Transformer-Encoder Deep Features. CBMI 2021: 1-6 - [c133]Giuseppe Amato, Paolo Bolettieri, Fabrizio Falchi, Claudio Gennaro, Nicola Messina, Lucia Vadicamo, Claudio Vairo:
VISIONE at Video Browser Showdown 2021. MMM (2) 2021: 473-478 - [c132]Gabriele Lagani, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato:
Training Convolutional Neural Networks with Competitive Hebbian Learning Approaches. LOD 2021: 25-40 - [c131]Gabriele Lagani, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato:
Evaluating Hebbian Learning in a Semi-supervised Setting. LOD 2021: 365-379 - [c130]Gabriele Lagani, Raffaele Mazziotti, Fabrizio Falchi, Claudio Gennaro, Guido Marco Cicchini, Tommaso Pizzorusso, Federico Cremisi, Giuseppe Amato:
Assessing Pattern Recognition Performance of Neuronal Cultures through Accurate Simulation. NER 2021: 726-729 - [c129]Fabio Valerio Massoli, Donato Cafarelli, Giuseppe Amato, Fabrizio Falchi:
A Multi-resolution Training for Expression Recognition in the Wild (Discussion Paper). SEBD 2021: 427-433 - [c128]Luca Ciampi, Carlos Santiago, João Paulo Costeira, Claudio Gennaro, Giuseppe Amato:
Traffic Density Estimation via Unsupervised Domain Adaptation (Discussion Paper). SEBD 2021: 442-449 - [c127]Nicola Messina, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato:
AIMH at SemEval-2021 Task 6: Multimodal Classification Using an Ensemble of Transformer Models. SemEval@ACL/IJCNLP 2021: 1020-1026 - [c126]Lucia Vadicamo, Claudio Gennaro, Giuseppe Amato:
On Generalizing Permutation-Based Representations for Approximate Search. SISAP 2021: 66-80 - [c125]Luca Ciampi, Carlos Santiago, João Paulo Costeira, Claudio Gennaro, Giuseppe Amato:
Domain Adaptation for Traffic Density Estimation. VISIGRAPP (5: VISAPP) 2021: 185-195 - [i31]Nicola Messina, Giuseppe Amato, Fabio Carrara, Claudio Gennaro, Fabrizio Falchi:
Solving the Same-Different Task with Convolutional Neural Networks. CoRR abs/2101.09129 (2021) - [i30]Donato Cafarelli, Fabio Valerio Massoli, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato:
Expression Recognition Analysis in the Wild. CoRR abs/2101.09231 (2021) - [i29]Fabio Valerio Massoli, Donato Cafarelli, Giuseppe Amato, Fabrizio Falchi:
A Multi-resolution Approach to Expression Recognition in the Wild. CoRR abs/2103.05723 (2021) - [i28]Gabriele Lagani, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato:
Hebbian Semi-Supervised Learning in a Sample Efficiency Setting. CoRR abs/2103.09002 (2021) - [i27]Fabio Valerio Massoli, Donato Cafarelli, Claudio Gennaro, Giuseppe Amato, Fabrizio Falchi:
MAFER: a Multi-resolution Approach to Facial Expression Recognition. CoRR abs/2105.02481 (2021) - [i26]Nicola Messina, Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro, Stéphane Marchand-Maillet:
Towards Efficient Cross-Modal Visual Textual Retrieval using Transformer-Encoder Deep Features. CoRR abs/2106.00358 (2021) - [i25]Luca Ciampi, Claudio Gennaro, Fabio Carrara, Fabrizio Falchi, Claudio Vairo, Giuseppe Amato:
Multi-Camera Vehicle Counting Using Edge-AI. CoRR abs/2106.02842 (2021) - [i24]Giuseppe Amato, Stefano Chessa, Mauro Dragone, Claudio Gennaro, Claudio Vairo:
A Communication Layer for Integrated Sensors and Robotic ecology Solutions to Ambient Intelligence. CoRR abs/2106.05100 (2021) - [i23]Fabio Valerio Massoli, Lucia Vadicamo, Giuseppe Amato, Fabrizio Falchi:
A Leap among Entanglement and Neural Networks: A Quantum Survey. CoRR abs/2107.03313 (2021) - [i22]Nicola Messina, Giuseppe Amato, Fabio Carrara, Claudio Gennaro, Fabrizio Falchi:
Recurrent Vision Transformer for Solving Visual Reasoning Problems. CoRR abs/2111.14576 (2021) - 2020
- [j24]Nicola Messina, Giuseppe Amato, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro:
Learning visual features for relational CBIR. Int. J. Multim. Inf. Retr. 9(2): 113-124 (2020) - [j23]Giuseppe Amato, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro, Lucia Vadicamo:
Large-scale instance-level image retrieval. Inf. Process. Manag. 57(6): 102100 (2020) - [j22]Fabio Valerio Massoli, Giuseppe Amato, Fabrizio Falchi:
Cross-resolution learning for Face Recognition. Image Vis. Comput. 99: 103927 (2020) - [j21]Fabio Valerio Massoli, Fabrizio Falchi, Giuseppe Amato:
Cross-resolution face recognition adversarial attacks. Pattern Recognit. Lett. 140: 222-229 (2020) - [j20]Luca Ciampi, Nicola Messina, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato:
Virtual to Real Adaptation of Pedestrian Detectors. Sensors 20(18): 5250 (2020) - [c124]Luca Ciampi, Carlos Santiago, João Paulo Costeira, Claudio Gennaro, Giuseppe Amato:
Unsupervised vehicle counting via multiple camera domain adaptation. NeHuAI@ECAI 2020: 82-85 - [c123]Fabio Carrara, Roberto Caldelli, Fabrizio Falchi, Giuseppe Amato:
Defending Neural ODE Image Classifiers from Adversarial Attacks with Tolerance Randomization. ICPR Workshops (6) 2020: 425-438 - [c122]Fabio Carrara, Giuseppe Amato, Luca Brombin, Fabrizio Falchi, Claudio Gennaro:
Combining GANs and AutoEncoders for efficient anomaly detection. ICPR 2020: 3939-3946 - [c121]Nicola Messina, Fabrizio Falchi, Andrea Esuli, Giuseppe Amato:
Transformer Reasoning Network for Image- Text Matching and Retrieval. ICPR 2020: 5222-5229 - [c120]Nicola Messina, Giuseppe Amato, Fabrizio Falchi:
Re-implementing and Extending Relation Network for R-CBIR. IRCDL 2020: 82-92 - [c119]Fabio Carrara, Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro:
Continuous ODE-defined Image Features for Adaptive Retrieval. ICMR 2020: 198-206 - [c118]Giuseppe Amato, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro, Fausto Rabitti, Lucia Vadicamo:
Scalar Quantization-Based Text Encoding for Large Scale Image Retrieval. SEBD 2020: 258-265 - [c117]Hanna Kavalionak, Claudio Gennaro, Giuseppe Amato, Claudio Vairo, Costantino Perciante, Carlo Meghini, Fabrizio Falchi, Fausto Rabitti:
Edge-Based Video Surveillance with Embedded Devices. SEBD 2020: 278-285 - [c116]Fabio Valerio Massoli, Fabrizio Falchi, Giuseppe Amato:
kNN-guided Adversarial Attacks. SEBD 2020: 302-309 - [c115]Fabio Valerio Massoli, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato:
Cross-Resolution Deep Features Based Image Search. SISAP 2020: 352-360 - [c114]Fabio Carrara, Claudio Gennaro, Fabrizio Falchi, Giuseppe Amato:
Learning Distance Estimators from Pivoted Embeddings of Metric Objects. SISAP 2020: 361-368 - [c113]Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro, Fabio Valerio Massoli, Claudio Vairo:
Multi-Resolution Face Recognition with Drones. SSIP 2020: 13-18 - [i21]Luca Ciampi, Nicola Messina, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato:
Virtual to Real adaptation of Pedestrian Detectors for Smart Cities. CoRR abs/2001.03032 (2020) - [i20]Nicola Messina, Fabrizio Falchi, Andrea Esuli, Giuseppe Amato:
Transformer Reasoning Network for Image-Text Matching and Retrieval. CoRR abs/2004.09144 (2020) - [i19]Luca Ciampi, Carlos Santiago, João Paulo Costeira, Claudio Gennaro, Giuseppe Amato:
Unsupervised Vehicle Counting via Multiple Camera Domain Adaptation. CoRR abs/2004.09251 (2020) - [i18]Giuseppe Amato, Paolo Bolettieri, Fabio Carrara, Franca Debole, Fabrizio Falchi, Claudio Gennaro, Lucia Vadicamo, Claudio Vairo:
The VISIONE Video Search System: Exploiting Off-the-Shelf Text Search Engines for Large-Scale Video Retrieval. CoRR abs/2008.02749 (2020) - [i17]Nicola Messina, Giuseppe Amato, Andrea Esuli, Fabrizio Falchi, Claudio Gennaro, Stéphane Marchand-Maillet:
Fine-grained Visual Textual Alignment for Cross-Modal Retrieval using Transformer Encoders. CoRR abs/2008.05231 (2020) - [i16]Fabio Carrara, Giuseppe Amato, Luca Brombin, Fabrizio Falchi, Claudio Gennaro:
Combining GANs and AutoEncoders for Efficient Anomaly Detection. CoRR abs/2011.08102 (2020) - [i15]Gabriele Lagani, Raffaele Mazziotti, Fabrizio Falchi, Claudio Gennaro, Guido Marco Cicchini, Tommaso Pizzorusso, Federico Cremisi, Giuseppe Amato:
Assessing Pattern Recognition Performance of Neuronal Cultures through Accurate Simulation. CoRR abs/2012.10355 (2020) - [i14]Fabio Valerio Massoli, Fabrizio Falchi, Alperen Kantarci, Seymanur Akti, Hazim Kemal Ekenel, Giuseppe Amato:
MOCCA: Multi-Layer One-Class Classification for Anomaly Detection. CoRR abs/2012.12111 (2020) - [i13]Gabriele Lagani, Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro:
Training Convolutional Neural Networks With Hebbian Principal Component Analysis. CoRR abs/2012.12229 (2020)
2010 – 2019
- 2019
- [j19]Hanna Kavalionak, Claudio Gennaro, Giuseppe Amato, Claudio Vairo, Costantino Perciante, Carlo Meghini, Fabrizio Falchi:
Distributed Video Surveillance Using Smart Cameras. J. Grid Comput. 17(1): 59-77 (2019) - [j18]Fabio Carrara, Fabrizio Falchi, Roberto Caldelli, Giuseppe Amato, Rudy Becarelli:
Adversarial image detection in deep neural networks. Multim. Tools Appl. 78(3): 2815-2835 (2019) - [c112]Marco Di Benedetto, Enrico Meloni, Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro:
Learning Safety Equipment Detection using Virtual Worlds. CBMI 2019: 1-6 - [c111]Nicola Messina, Giuseppe Amato, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro:
Testing Deep Neural Networks on the Same-Different Task. CBMI 2019: 1-6 - [c110]Fabio Valerio Massoli, Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro, Claudio Vairo:
Improving Multi-scale Face Recognition Using VGGFace2. ICIAP Workshops 2019: 21-29 - [c109]Giuseppe Amato, Luca Ciampi, Fabrizio Falchi, Claudio Gennaro, Nicola Messina:
Learning Pedestrian Detection from Virtual Worlds. ICIAP (1) 2019: 302-312 - [c108]Giuseppe Amato, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro, Gabriele Lagani:
Hebbian Learning Meets Deep Convolutional Neural Networks. ICIAP (1) 2019: 324-334 - [c107]Fabio Carrara, Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro:
Evaluation of Continuous Image Features Learned by ODE Nets. ICIAP (1) 2019: 432-442 - [c106]Roberto Caldelli, Rudy Becarelli, Fabio Carrara, Fabrizio Falchi, Giuseppe Amato:
Exploiting CNN Layer Activations to Improve Adversarial Image Classification. ICIP 2019: 2289-2293 - [c105]Giuseppe Amato, Luca Ciampi, Fabrizio Falchi, Claudio Gennaro:
Counting Vehicles with Deep Learning in Onboard UAV Imagery. ISCC 2019: 1-6 - [c104]Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro, Fabio Valerio Massoli, Nikolaos Passalis, Anastasios Tefas, Alessandro Trivilini, Claudio Vairo:
Face Verification and Recognition for Digital Forensics and Information Security. ISDFS 2019: 1-6 - [c103]Giuseppe Amato, Paolo Bolettieri, Fabio Carrara, Franca Debole, Fabrizio Falchi, Claudio Gennaro, Lucia Vadicamo, Claudio Vairo:
VISIONE at VBS2019. MMM (2) 2019: 591-596 - [c102]Fabio Carrara, Franca Debole, Claudio Gennaro, Giuseppe Amato:
Image Analysis in Technical Documentation. SEBD 2019 - [c101]Fabio Valerio Massoli, Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro, Claudio Vairo:
CNN-based System for Low Resolution Face Recognition. SEBD 2019 - [c100]Fabio Carrara, Roberto Caldelli, Fabrizio Falchi, Giuseppe Amato:
On the Robustness to Adversarial Examples of Neural ODE Image Classifiers. WIFS 2019: 1-6 - [e3]Massimo Mecella, Giuseppe Amato, Claudio Gennaro:
Proceedings of the 27th Italian Symposium on Advanced Database Systems, Castiglione della Pescaia (Grosseto), Italy, June 16-19, 2019. CEUR Workshop Proceedings 2400, CEUR-WS.org 2019 [contents] - [e2]Giuseppe Amato, Claudio Gennaro, Vincent Oria, Milos Radovanovic:
Similarity Search and Applications - 12th International Conference, SISAP 2019, Newark, NJ, USA, October 2-4, 2019, Proceedings. Lecture Notes in Computer Science 11807, Springer 2019, ISBN 978-3-030-32046-1 [contents] - [i12]Giuseppe Amato, Malte Behrmann, Frédéric Bimbot, Baptiste Caramiaux, Fabrizio Falchi, Ander García, Joost Geurts, Jaume Gibert, Guillaume Gravier, Hadmut Holken, Hartmut Koenitz, Sylvain Lefebvre, Antoine Liutkus, Fabien Lotte, Andrew Perkis, Rafael Redondo, Enrico Turrin, Thierry Viéville, Emmanuel Vincent:
AI in the media and creative industries. CoRR abs/1905.04175 (2019) - [i11]