Simone Palazzo

157 papers A* 7A 2B 12C 4Misc 2Journal 68Unranked 58

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Dream2Learn: Structured Generative Dreaming for Continual Learning. CoRR Salvatore Calcagno, Matteo Pennisi, Federica Proietto Salanitri, Amelia Sorrenti, Simone Palazzo, Concetto Spampinato, Giovanni Bellitto
2026	J	`jnl`	Knowledge distillation meets video foundation models: A video saliency prediction case study. J. Vis. Commun. Image Represent. Morteza Moradi, Mohammad Moradi, Concetto Spampinato, Ali Borji, Simone Palazzo
2026	J	`jnl`	Learning long- and short-term dynamics for human attention prediction using large video models. Comput. Vis. Image Underst. Morteza Moradi, Mohammad Moradi, Ali Borji, Federica Proietto Salanitri, Giovanni Bellitto, Francesco Rundo, Simone Palazzo, Concetto Spampinato
2026	J	`jnl`	UNBOX: Unveiling Black-box visual models with Natural-language. CoRR Simone Carnemolla, Chiara Maria Russo, Simone Palazzo, Quentin Bouniot, Daniela Giordano, Zeynep Akata, Matteo Pennisi, Concetto Spampinato
2025	—	`ed.`	Artificial Intelligence in Pancreatic Disease Detection and Diagnosis, and Personalized Incremental Learning in Medicine - First International Workshop, AIPAD 2024 and First International Workshop, PILM 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 10, 2024, Proceedings AIPAD/PILM@MICCAI Federica Proietto Salanitri, Serestina Viriri, Ulas Bagci, Pallavi Tiwari, Boqing Gong, Concetto Spampinato, Simone Palazzo, Giovanni Bellitto, Nancy Zlatintsi, Panagiotis Paraskevas Filntisis, Cecilia S. Lee, Aaron Y. Lee
2025	B	`conf`	Automated MoCA Score Estimation Using Eye-Gaze Data and Vision Transformers. CBMS Raffaele Mineo, Isaak Kavasidis, Federica Proietto Salanitri, Lisa Passarello, Giovanni Piccininno, Vincenzo Masciale, Alessandro Anselmo, Cristiano Convertino, Domenico Rotondi, Nicola Laurieri, Simone Palazzo, Concetto Spampinato, Manuela Pennisi, Daniela Giordano
2025	—	`conf`	B-Cos Networks as an Architectural Inductive Bias for Mitigating Catastrophic Forgetting. ICCVW Amelia Sorrenti, Giovanni Bellitto, Salvatore Calcagno, Rutger Hendrix, Concetto Spampinato, Simone Palazzo
2025	—	`conf`	Camouflaged in Patterns: Designing Robust and User-Friendly CAPTCHA Challenges via Texture Blending. CHItaly Morteza Moradi, Mohammad Moradi, Simone Palazzo, Ali Borji, Concetto Spampinato
2025	—	`conf`	Conditional Visuo-Textual Prompt Learning for Medical Image Analysis. ISBI Raffaele Mineo, Giovanni Bellitto, Federica Proietto Salanitri, Rutger Hendrix, Ulas Bagci, Daniela Giordano, Concetto Spampinato, Simone Palazzo
2025	J	`jnl`	DEXTER: Diffusion-Guided EXplanations with TExtual Reasoning for Vision Models. CoRR Simone Carnemolla, Matteo Pennisi, Sarinda Samarasinghe, Giovanni Bellitto, Simone Palazzo, Daniela Giordano, Mubarak Shah, Concetto Spampinato
2025	J	`jnl`	DiffExplainer: Towards cross-modal global explanations with diffusion models. Comput. Vis. Image Underst. Matteo Pennisi, Giovanni Bellitto, Simone Palazzo, Isaak Kavasidis, Mubarak Shah, Concetto Spampinato
2025	Misc	`conf`	Distilling Knowledge from Large Video Models for Driver Visual Attention Prediction. ICASSP Morteza Moradi, Mohammad Moradi, Concetto Spampinato, Ali Borji, Simone Palazzo
2025	Misc	`conf`	EEG-Music Emotion Recognition: Challenge Overview. ICASSP Salvatore Calcagno, Simone Carnemolla, Isaak Kavasidis, Simone Palazzo, Daniela Giordano, Concetto Spampinato
2025	—	`conf`	HC-PTQ: Poincaré-Based Hyperbolic Clustering for Data-Free Quantization of Vision Transformers. ICCVW Raffaele Mineo, Simone Palazzo, Concetto Spampinato, Francesco Rundo
2025	—	`conf`	Learning Joint Text and Visual Tokens in CLIP for Medical Image Analysis. MCHM@MM Raffaele Mineo, Giovanni Bellitto, Federica Proietto Salanitri, Rutger Hendrix, Concetto Spampinato, Simone Palazzo
2025	C	`conf`	Performance Evaluation Of Reinforcement Learning Algorithms For Navigation In Unstructured Environments. ECMS Francesco Cancelliere, Giuseppe Sutera, Dario Calogero Guastella, Simone Palazzo, Giovanni Muscato, Concetto Spampinato
2025	—	`conf`	Radar-Based Imaging for Sign Language Recognition in Medical Communication. MICCAI (6) Raffaele Mineo, Gaia Caligiore, Federica Proietto Salanitri, Isaak Kavasidis, Senya Polikovsky, Sabina Fontana, Egidio Ragonese, Concetto Spampinato, Simone Palazzo
2025	J	`jnl`	Recent advancements in driver's attention prediction. Multim. Tools Appl. Morteza Moradi, Simone Palazzo, Francesco Rundo, Concetto Spampinato
2025	—	`conf`	Reinforcement Learning-Based Mapless Navigation for Ground Vehicles in Dense Forests Using 3D LiDAR. SSRR Francesco Cancelliere, Dario C. Guastella, Giuseppe Sutera, Simone Palazzo, Giovanni Muscato, Concetto Spampinato
2025	—	`conf`	SeeingSounds: Learning Audio-to-Visual Alignment via Text. MMAsia Simone Carnemolla, Matteo Pennisi, Chiara Maria Russo, Simone Palazzo, Daniela Giordano, Concetto Spampinato
2025	J	`jnl`	SeeingSounds: Learning Audio-to-Visual Alignment via Text. CoRR Simone Carnemolla, Matteo Pennisi, Chiara Russo, Simone Palazzo, Daniela Giordano, Concetto Spampinato
2025	—	`conf`	Text-Aligned Radar-Based Sign Language Recognition for Healthcare Communication. ICCVW Raffaele Mineo, Amelia Sorrenti, Gaia Caligiore, Federica Proietto Salanitri, Giovanni Bellitto, Senya Polikovsky, Sabina Fontana, Egidio Ragonese, Concetto Spampinato, Simone Palazzo
2025	—	`conf`	The SignEval 2025 Challenge at the ICCV Multimodal Sign Language Recognition Workshop: Results and Discussion. ICCVW Hamzah Luqman, Raffaele Mineo, Murtadha Aljubran, Ahmed Abul Hasanaath, Amelia Sorrenti, Sarah N. Alyami, Sadam Al-Azani, Maad Alowaifeer, JiHwan Moon, Vaclav Javorek, Tomas Zelezný, Marek Hrúz, Gaia Caligiore, Silvio Giancola, Senya Polikovsky, Motaz Alfarraj, Sabina Fontana, Mufti Mahmud, Muhammad Haris Khan, Kamrul Islam, Sevgi Zubyede Gurbuz, Egidio Ragonese, Giovanni Bellitto, Federica Proietto Salanitri, Concetto Spampinato, Simone Palazzo
2025	J	`jnl`	Wake-Sleep Consolidated Learning. IEEE Trans. Neural Networks Learn. Syst. Amelia Sorrenti, Giovanni Bellitto, Federica Proietto Salanitri, Matteo Pennisi, Simone Palazzo, Concetto Spampinato
2025	—	`conf`	Weakly Supervised MaxN Estimation in Baited Remote Underwater Videos. ICCVW Amelia Sorrenti, Leonardo G. Russo, Sarinda Samarasinghe, Simone Palazzo, Concetto Spampinato
2024	J	`jnl`	A Convolutional-Transformer Model for FFR and iFR Assessment From Coronary Angiography. IEEE Trans. Medical Imaging Raffaele Mineo, Federica Proietto Salanitri, Giovanni Bellitto, Isaak Kavasidis, Ovidio De Filippo, M. Millesimo, Gaetano Maria de Ferrari, Marco Aldinucci, Daniela Giordano, Simone Palazzo, Fabrizio D'Ascenzo, Concetto Spampinato
2024	—	`conf`	AIM 2024 Challenge on Video Saliency Prediction: Methods and Results. ECCV Workshops (10) Andrey Moskalenko, Alexey Bryncev, Dmitry S. Vatolin, Radu Timofte, Gen Zhan, Li Yang, Yunlong Tang, Yiting Liao, Jiongzhi Lin, Baitao Huang, Morteza Moradi, Mohammad Moradi, Francesco Rundo, Concetto Spampinato, Ali Borji, Simone Palazzo, Yuxin Zhu, Yinan Sun, Huiyu Duan, Yuqin Cao, Ziheng Jia, Qiang Hu, Xiongkuo Min, Guangtao Zhai, Hao Fang, Runmin Cong, Xiankai Lu, Xiaofei Zhou, Wei Zhang, Chunyu Zhao, Wentao Mu, Tao Deng, Hamed R. Tavakoli
2024	J	`jnl`	AIM 2024 Challenge on Video Saliency Prediction: Methods and Results. CoRR Andrey Moskalenko, Alexey Bryncev, Dmitriy S. Vatolin, Radu Timofte, Gen Zhan, Li Yang, Yunlong Tang, Yiting Liao, Jiongzhi Lin, Baitao Huang, Morteza Moradi, Mohammad Moradi, Francesco Rundo, Concetto Spampinato, Ali Borji, Simone Palazzo, Yuxin Zhu, Yinan Sun, Huiyu Duan, Yuqin Cao, Ziheng Jia, Qiang Hu, Xiongkuo Min, Guangtao Zhai, Hao Fang, Runmin Cong, Xiankai Lu, Xiaofei Zhou, Wei Zhang, Chunyu Zhao, Wentao Mu, Tao Deng, Hamed R. Tavakoli
2024	—	`conf`	Back to Supervision: Boosting Word Boundary Detection Through Frame Classification. ICPR (33) Simone Carnemolla, Salvatore Calcagno, Simone Palazzo, Daniela Giordano
2024	J	`jnl`	Back to Supervision: Boosting Word Boundary Detection through Frame Classification. CoRR Simone Carnemolla, Salvatore Calcagno, Simone Palazzo, Daniela Giordano
2024	—	`conf`	Coronary Artery Stenosis Assessment in X-Ray Angiography Through Spatio-Temporal Attention for Non-Invasive FFR and iFR Estimation. BIOSTEC (1) Raffaele Mineo, Federica Proietto Salanitri, Giovanni Bellitto, Ovidio De Filippo, Fabrizio D'Ascenzo, Simone Palazzo, Concetto Spampinato
2024	J	`jnl`	Diffexplainer: Towards Cross-modal Global Explanations with Diffusion Models. CoRR Matteo Pennisi, Giovanni Bellitto, Simone Palazzo, Mubarak Shah, Concetto Spampinato
2024	—	`conf`	Evidential Federated Learning for Skin Lesion Image Classification. ICPR (29) Rutger Hendrix, Federica Proietto Salanitri, Concetto Spampinato, Simone Palazzo, Ulas Bagci
2024	J	`jnl`	Evidential Federated Learning for Skin Lesion Image Classification. CoRR Rutger Hendrix, Federica Proietto Salanitri, Concetto Spampinato, Simone Palazzo, Ulas Bagci
2024	—	`conf`	Exploring Wearable Emotion Recognition with Transformer-Based Continual Learning. AIPAD/PILM@MICCAI Federica Rizza, Giovanni Bellitto, Salvatore Calcagno, Simone Palazzo
2024	—	`conf`	Exploring the Impact of Model Parameters and Components on Video Saliency Prediction with Foundation Models. RRPR Morteza Moradi, Mohammad Moradi, Francesco Rundo, Concetto Spampinato, Ali Borji, Simone Palazzo
2024	—	`conf`	FedRewind: Rewinding Continual Model Exchange for Decentralized Federated Learning. ICPR (25) Luca Palazzo, Matteo Pennisi, Federica Proietto Salanitri, Giovanni Bellitto, Simone Palazzo, Concetto Spampinato
2024	J	`jnl`	FedRewind: Rewinding Continual Model Exchange for Decentralized Federated Learning. CoRR Luca Palazzo, Matteo Pennisi, Federica Proietto Salanitri, Giovanni Bellitto, Simone Palazzo, Concetto Spampinato
2024	J	`jnl`	Image CAPTCHAs: When Deep Learning Breaks the Mold. IEEE Access Morteza Moradi, Mohammad Moradi, Simone Palazzo, Francesco Rundo, Concetto Spampinato
2024	—	`conf`	Incremental Object 6D Pose Estimation. ICPR (26) Long Tian, Amelia Sorrenti, Yik Lung Pang, Giovanni Bellitto, Simone Palazzo, Concetto Spampinato, Changjae Oh
2024	—	`conf`	Learning-Based Ground Vehicle Navigation in Outdoor Unstructured Environments. ERF (1) Simone Palazzo, Dario C. Guastella, Giuseppe Vecchio, Riccardo Emanuele Sarpietro, Giuseppe Sutera, Francesco Cancelliere, Giovanni Muscato, Concetto Spampinato
2024	—	`conf`	MIDGARD: A Robot Navigation Simulator for Outdoor Unstructured Environments. ERF (1) Giuseppe Vecchio, Riccardo Emanuele Sarpietro, Francesco Cancelliere, Simone Palazzo, Dario C. Guastella, Alessandro Strano, Ignacio Carlucho, Giovanni Muscato, Stefano V. Albrecht, Concetto Spampinato
2024	—	`conf`	Magnifying Facial Micro-movements for Cognitive Evaluation. EMBC Raffaele Mineo, Federica Proietto Salanitri, Lisa Passarello, Alberto Sardella, Laura Messina, Manuela Pennisi, Daniela Giordano, Simone Palazzo, Concetto Spampinato
2024	A*	`conf`	MatFuse: Controllable Material Generation with Diffusion Models. CVPR Giuseppe Vecchio, Renato Sortino, Simone Palazzo, Concetto Spampinato
2024	C	`conf`	MultiVD: A Transformer-based Multitask Approach for Software Vulnerability Detection. SECRYPT Claudio Curto, Daniela Giordano, Simone Palazzo, Daniel Gustav Indelicato
2024	—	`conf`	Multisource Approaches to Italian Sign Language (LIS) Recognition: Insights from the MultiMedaLIS Dataset. CLiC-it Gaia Caligiore, Raffaele Mineo, Concetto Spampinato, Egidio Ragonese, Simone Palazzo, Sabina Fontana
2024	J	`jnl`	QuantFormer: Learning to Quantize for Neural Activity Forecasting in Mouse Visual Cortex. CoRR Salvatore Calcagno, Isaak Kavasidis, Simone Palazzo, Marco Brondi, Luca Sità, Giacomo Turri, Daniela Giordano, Vladimir R. Kostic, Tommaso Fellin, Massimiliano Pontil, Concetto Spampinato
2024	J	`jnl`	Rebuttal to "Comments on 'Decoding Brain Representations by Multimodal Learning of Neural Activity and Visual Features' ". IEEE Trans. Pattern Anal. Mach. Intell. Simone Palazzo, Concetto Spampinato, Isaak Kavasidis, Daniela Giordano, Joseph Schmidt, Mubarak Shah
2024	—	`conf`	SalFoM: Dynamic Saliency Prediction with Video Foundation Models. ICPR (22) Morteza Moradi, Mohammad Moradi, Francesco Rundo, Concetto Spampinato, Ali Borji, Simone Palazzo
2024	J	`jnl`	SalFoM: Dynamic Saliency Prediction with Video Foundation Models. CoRR Morteza Moradi, Mohammad Moradi, Francesco Rundo, Concetto Spampinato, Ali Borji, Simone Palazzo
2024	A*	`conf`	Saliency-driven Experience Replay for Continual Learning. NeurIPS Giovanni Bellitto, Federica Proietto Salanitri, Matteo Pennisi, Matteo Boschini, Lorenzo Bonicelli, Angelo Porrello, Simone Calderara, Simone Palazzo, Concetto Spampinato
2024	J	`jnl`	Selective Attention-based Modulation for Continual Learning. CoRR Giovanni Bellitto, Federica Proietto Salanitri, Matteo Pennisi, Matteo Boschini, Angelo Porrello, Simone Calderara, Simone Palazzo, Concetto Spampinato
2024	—	`conf`	Self-Supervised Learning for Radio-Astronomy Source Classification: A Benchmark. ICPR (Workshops and Challenges, 4) Thomas Cecconello, Simone Riggi, Ugo Becciani, Fabio Vitello, Andrew M. Hopkins, Giuseppe Vizzari, Concetto Spampinato, Simone Palazzo
2024	J	`jnl`	Self-supervised learning for radio-astronomy source classification: a benchmark. CoRR Thomas Cecconello, Simone Riggi, Ugo Becciani, Fabio Vitello, Andrew M. Hopkins, Giuseppe Vizzari, Concetto Spampinato, Simone Palazzo
2024	—	`conf`	Sign Language Recognition for Patient-Doctor Communication: A Multimedia/Multimodal Dataset. RTSI Raffaele Mineo, Gaia Caligiore, Concetto Spampinato, Sabina Fontana, Simone Palazzo, Egidio Ragonese
2024	J	`jnl`	Terrain traversability prediction through self-supervised learning and unsupervised domain adaptation on synthetic data. Auton. Robots Giuseppe Vecchio, Simone Palazzo, Dario C. Guastella, Daniela Giordano, Giovanni Muscato, Concetto Spampinato
2024	—	`conf`	Transformer-Based Video Saliency Prediction with High Temporal Dimension Decoding. VISIGRAPP (3): VISAPP Morteza Moradi, Simone Palazzo, Concetto Spampinato
2024	J	`jnl`	Transformer-based Video Saliency Prediction with High Temporal Dimension Decoding. CoRR Morteza Moradi, Simone Palazzo, Concetto Spampinato
2024	B	`conf`	Vito: Vision Transformer Optimization Via Knowledge Distillation On Decoders. ICIP Giovanni Bellitto, Renato Sortino, Paolo Spadaro, Simone Palazzo, Federica Proietto Salanitri, Giuseppe Fiameni, Efstratios Gavves, Concetto Spampinato
2024	J	`jnl`	Wake-Sleep Consolidated Learning. CoRR Amelia Sorrenti, Giovanni Bellitto, Federica Proietto Salanitri, Matteo Pennisi, Simone Palazzo, Concetto Spampinato
2023	B	`conf`	A Baseline on Continual Learning Methods for Video Action Recognition. ICIP Giulia Castagnolo, Concetto Spampinato, Francesco Rundo, Daniela Giordano, Simone Palazzo
2023	—	`conf`	A Privacy-Preserving Walk in the Latent Space of Generative Models for Medical Applications. MICCAI (3) Matteo Pennisi, Federica Proietto Salanitri, Giovanni Bellitto, Simone Palazzo, Ulas Bagci, Concetto Spampinato
2023	J	`jnl`	A Privacy-Preserving Walk in the Latent Space of Generative Models for Medical Applications. CoRR Matteo Pennisi, Federica Proietto Salanitri, Giovanni Bellitto, Simone Palazzo, Ulas Bagci, Concetto Spampinato
2023	J	`jnl`	A baseline on continual learning methods for video action recognition. CoRR Giulia Castagnolo, Concetto Spampinato, Francesco Rundo, Daniela Giordano, Simone Palazzo
2023	J	`jnl`	BioTrak: A Blockchain-based Platform for Food Chain Logistics Traceability. CoRR Alessia Spitalleri, Isaak Kavasidis, Vincenzo Cartelli, Raffaele Mineo, Francesco Rundo, Simone Palazzo, Concetto Spampinato, Daniela Giordano
2023	C	`conf`	Collective Driver Attention: Towards a Comprehensive Visual Understanding of Traffic Scenes. CoDIT Morteza Moradi, Simone Palazzo, Concetto Spampinato
2023	—	`conf`	Dynamic Graph Attention: Unraveling Spatio-Temporal Synchrony in EEG Data. BIBM Federica Proietto Salanitri, Giovanni Bellitto, Raffaele Mineo, Matteo Pennisi, Amelia Sorrenti, Salvatore Calcagno, Daniela Giordano, Simone Palazzo, Concetto Spampinato
2023	—	`conf`	Experience Replay as an Effective Strategy for Optimizing Decentralized Federated Learning. ICCV (Workshops) Matteo Pennisi, Federica Proietto Salanitri, Giovanni Bellitto, Concetto Spampinato, Simone Palazzo, Bruno Casella, Marco Aldinucci
2023	J	`jnl`	MatFuse: Controllable Material Generation with Diffusion Models. CoRR Giuseppe Vecchio, Renato Sortino, Simone Palazzo, Concetto Spampinato
2023	J	`jnl`	MeT: A Graph Transformer for Semantic Segmentation of 3D Meshes. CoRR Giuseppe Vecchio, Luca Prezzavento, Carmelo Pino, Francesco Rundo, Simone Palazzo, Concetto Spampinato
2023	J	`jnl`	On the Effectiveness of Equivariant Regularization for Robust Online Continual Learning. CoRR Lorenzo Bonicelli, Matteo Boschini, Emanuele Frascaroli, Angelo Porrello, Matteo Pennisi, Giovanni Bellitto, Simone Palazzo, Concetto Spampinato, Simone Calderara
2023	—	`conf`	Selective Freezing for Efficient Continual Learning. ICCV (Workshops) Amelia Sorrenti, Giovanni Bellitto, Federica Proietto Salanitri, Matteo Pennisi, Concetto Spampinato, Simone Palazzo
2023	A	`conf`	TinyHD: Efficient Video Saliency Prediction with Heterogeneous Decoders using Hierarchical Maps Distillation. WACV Feiyan Hu, Simone Palazzo, Federica Proietto Salanitri, Giovanni Bellitto, Morteza Moradi, Concetto Spampinato, Kevin McGuinness
2023	J	`jnl`	TinyHD: Efficient Video Saliency Prediction with Heterogeneous Decoders using Hierarchical Maps Distillation. CoRR Feiyan Hu, Simone Palazzo, Federica Proietto Salanitri, Giovanni Bellitto, Morteza Moradi, Concetto Spampinato, Kevin McGuinness
2023	J	`jnl`	Transformer-based Image Generation from Scene Graphs. CoRR Renato Sortino, Simone Palazzo, Concetto Spampinato
2023	J	`jnl`	Transformer-based image generation from scene graphs. Comput. Vis. Image Underst. Renato Sortino, Simone Palazzo, Francesco Rundo, Concetto Spampinato
2022	J	`jnl`	Decentralized Distributed Learning with Privacy-Preserving Data Synthesis. CoRR Matteo Pennisi, Federica Proietto Salanitri, Giovanni Bellitto, Bruno Casella, Marco Aldinucci, Simone Palazzo, Concetto Spampinato
2022	B	`conf`	Effects of Auxiliary Knowledge on Continual Learning. ICPR Giovanni Bellitto, Matteo Pennisi, Simone Palazzo, Lorenzo Bonicelli, Matteo Boschini, Simone Calderara
2022	J	`jnl`	Effects of Auxiliary Knowledge on Continual Learning. CoRR Giovanni Bellitto, Matteo Pennisi, Simone Palazzo, Lorenzo Bonicelli, Matteo Boschini, Simone Calderara, Concetto Spampinato
2022	J	`jnl`	Explainable Deep Learning System for Advanced Silicon and Silicon Carbide Electrical Wafer Defect Map Assessment. IEEE Access Riccardo Emanuele Sarpietro, Carmelo Pino, Salvatore Coffa, Angelo Alberto Messina, Simone Palazzo, Sebastiano Battiato, Concetto Spampinato, Francesco Rundo
2022	—	`conf`	GAN Latent Space Manipulation and Aggregation for Federated Learning in Medical Imaging. DeCaF/FAIR@MICCAI Matteo Pennisi, Federica Proietto Salanitri, Simone Palazzo, Carmelo Pino, Francesco Rundo, Daniela Giordano, Concetto Spampinato
2022	J	`jnl`	MIDGARD: A Simulation Platform for Autonomous Navigation in Unstructured Environments. CoRR Giuseppe Vecchio, Simone Palazzo, Dario C. Guastella, Ignacio Carlucho, Stefano V. Albrecht, Giovanni Muscato, Concetto Spampinato
2022	—	`conf`	Neural Transformers for Intraductal Papillary Mucosal Neoplasms (IPMN) Classification in MRI images. EMBC Federica Proietto Salanitri, Giovanni Bellitto, Simone Palazzo, Ismail Irmakci, Michael B. Wallace, Candice W. Bolan, Megan Engels, Sanne Hoogenboom, Marco Aldinucci, Ulas Bagci, Daniela Giordano, Concetto Spampinato
2022	J	`jnl`	Neural Transformers for Intraductal Papillary Mucosal Neoplasms (IPMN) Classification in MRI images. CoRR Federica Proietto Salanitri, Giovanni Bellitto, Simone Palazzo, Ismail Irmakci, Michael B. Wallace, Candice W. Bolan, Megan Engels, Sanne Hoogenboom, Marco Aldinucci, Ulas Bagci, Daniela Giordano, Concetto Spampinato
2022	—	`conf`	Transfer Without Forgetting. ECCV (23) Matteo Boschini, Lorenzo Bonicelli, Angelo Porrello, Giovanni Bellitto, Matteo Pennisi, Simone Palazzo, Concetto Spampinato, Simone Calderara
2022	J	`jnl`	Transfer without Forgetting. CoRR Matteo Boschini, Lorenzo Bonicelli, Angelo Porrello, Giovanni Bellitto, Matteo Pennisi, Simone Palazzo, Concetto Spampinato, Simone Calderara
2022	B	`conf`	Transforming Image Generation from Scene Graphs. ICPR Renato Sortino, Simone Palazzo, Concetto Spampinato
2022	J	`jnl`	Transforming Image Generation from Scene Graphs. CoRR Renato Sortino, Simone Palazzo, Concetto Spampinato
2021	J	`jnl`	An Explainable AI System for Automated COVID-19 Assessment and Lesion Categorization from CT-scans. CoRR Matteo Pennisi, Isaak Kavasidis, Concetto Spampinato, Vincenzo Schininà, Simone Palazzo, Francesco Rundo, Massimo Cristofaro, Paolo Campioni, Elisa Pianura, Federica Di Stefano, Ada Petrone, Fabrizio Albarello, Giuseppe Ippolito, Salvatore Cuzzocrea, Sabrina Conoci
2021	J	`jnl`	An explainable AI system for automated COVID-19 assessment and lesion categorization from CT-scans. Artif. Intell. Medicine Matteo Pennisi, Isaak Kavasidis, Concetto Spampinato, Vincenzo Schininà, Simone Palazzo, Federica Proietto Salanitri, Giovanni Bellitto, Francesco Rundo, Marco Aldinucci, Massimo Cristofaro, Paolo Campioni, Elisa Pianura, Federica Di Stefano, Ada Petrone, Fabrizio Albarello, Giuseppe Ippolito, Salvatore Cuzzocrea, Sabrina Conoci
2021	J	`jnl`	Decoding Brain Representations by Multimodal Learning of Neural Activity and Visual Features. IEEE Trans. Pattern Anal. Mach. Intell. Simone Palazzo, Concetto Spampinato, Isaak Kavasidis, Daniela Giordano, Joseph Schmidt, Mubarak Shah
2021	J	`jnl`	Exploiting structured high-level knowledge for domain-specific visual classification. Pattern Recognit. Simone Palazzo, Francesca Murabito, Carmelo Pino, Francesco Rundo, Daniela Giordano, Mubarak Shah, Concetto Spampinato
2021	J	`jnl`	Hierarchical 3D Feature Learning for Pancreas Segmentation. CoRR Federica Proietto Salanitri, Giovanni Bellitto, Ismail Irmakci, Simone Palazzo, Ulas Bagci, Concetto Spampinato
2021	—	`conf`	Hierarchical 3D Feature Learning forPancreas Segmentation. MLMI@MICCAI Federica Proietto Salanitri, Giovanni Bellitto, Ismail Irmakci, Simone Palazzo, Ulas Bagci, Concetto Spampinato
2021	J	`jnl`	Hierarchical Domain-Adapted Feature Learning for Video Saliency Prediction. Int. J. Comput. Vis. Giovanni Bellitto, Federica Proietto Salanitri, Simone Palazzo, Francesco Rundo, Daniela Giordano, Concetto Spampinato
2021	—	`conf`	Interpretable Deep Model For Predicting Gene-Addicted Non-Small-Cell Lung Cancer In Ct Scans. ISBI Carmelo Pino, Simone Palazzo, Francesca Trenta, Francesca Cordero, Ulas Bagci, Francesco Rundo, Sebastiano Battiato, Daniela Giordano, Marco Aldinucci, Concetto Spampinato
2021	—	`conf`	Self-improving classification performance through GAN distillation. ICCVW Matteo Pennisi, Simone Palazzo, Concetto Spampinato
2021	A*	`conf`	SurfaceNet: Adversarial SVBRDF Estimation from a Single Image. ICCV Giuseppe Vecchio, Simone Palazzo, Concetto Spampinato
2021	J	`jnl`	SurfaceNet: Adversarial SVBRDF Estimation from a Single Image. CoRR Giuseppe Vecchio, Simone Palazzo, Concetto Spampinato
2020	J	`jnl`	Adversarial Framework for Unsupervised Learning of Motion Dynamics in Videos. Int. J. Comput. Vis. Concetto Spampinato, Simone Palazzo, P. D'Oro, Daniela Giordano, Mubarak Shah
2020	J	`jnl`	Correct block-design experiments mitigate temporal correlation bias in EEG classification. CoRR Simone Palazzo, Concetto Spampinato, Joseph Schmidt, Isaak Kavasidis, Daniela Giordano, Mubarak Shah
2020	B	`conf`	Deep Multi-stage Model for Automated Landmarking of Craniomaxillofacial CT Scans. ICPR Simone Palazzo, Giovanni Bellitto, Luca Prezzavento, Francesco Rundo, Ulas Bagci, Daniela Giordano, Rosalia Leonardi, Concetto Spampinato
2020	B	`conf`	Deep Recurrent-Convolutional Model for Automated Segmentation of Craniomaxillofacial CT Scans. ICPR Francesca Murabito, Simone Palazzo, Federica Proietto Salanitri, Francesco Rundo, Ulas Bagci, Daniela Giordano, Rosalia Leonardi, Concetto Spampinato
2020	A	`conf`	Domain Adaptation for Outdoor Robot Traversability Estimation from RGB data with Safety-Preserving Loss. IROS Simone Palazzo, Dario Calogero Guastella, Luciano Cantelli, Paolo Spadaro, Francesco Rundo, Giovanni Muscato, Daniela Giordano, Concetto Spampinato
2020	J	`jnl`	Domain Adaptation for Outdoor Robot Traversability Estimation from RGB data with Safety-Preserving Loss. CoRR Simone Palazzo, Dario Calogero Guastella, Luciano Cantelli, Paolo Spadaro, Francesco Rundo, Giovanni Muscato, Daniela Giordano, Concetto Spampinato
2020	J	`jnl`	MASK-RL: Multiagent Video Object Segmentation Framework Through Reinforcement Learning. IEEE Trans. Neural Networks Learn. Syst. Giuseppe Vecchio, Simone Palazzo, Daniela Giordano, Francesco Rundo, Concetto Spampinato
2020	J	`jnl`	Video Saliency Detection with Domain Adaptation using Hierarchical Gradient Reversal Layers. CoRR Giovanni Bellitto, Federica Proietto Salanitri, Simone Palazzo, Francesco Rundo, Daniela Giordano, Concetto Spampinato
2020	B	`conf`	Visual Saliency Detection guided by Neural Signals. FG Simone Palazzo, Francesco Rundo, Sebastiano Battiato, Daniela Giordano, Concetto Spampinato
2019	—	`conf`	A Saliency-Based Convolutional Neural Network for Table and Chart Detection in Digitized Documents. ICIAP (2) Isaak Kavasidis, Carmelo Pino, Simone Palazzo, Francesco Rundo, Daniela Giordano, P. Messina, Concetto Spampinato
2019	—	`conf`	An AI-based Framework for Supporting Large Scale Automated Analysis of Video Capsule Endoscopy. BHI Daniela Giordano, Francesca Murabito, Simone Palazzo, Carmelo Pino, Concetto Spampinato
2019	—	`ch.`	Biodiversity Information Retrieval Through Large Scale Content-Based Identification: A Long-Term Evaluation. Information Retrieval Evaluation in a Changing World Alexis Joly, Hervé Goëau, Hervé Glotin, Concetto Spampinato, Pierre Bonnet, Willem-Pier Vellinga, Jean-Christophe Lombardo, Robert Planqué, Simone Palazzo, Henning Müller
2019	J	`jnl`	Null rules for the detection of lower regularity of functions. J. Comput. Appl. Math. Francesco Calabrò, Domenico Bravo, Chiara Carissimo, Emanuele Di Fazio, Antonio Di Pasquale, A. A. M. O. Eldray, Christopher Fabrizi, J. G. S. Gerges, Simone Palazzo, J. F. F. T. Wassef
2018	J	`jnl`	Decoding Brain Representations by Multimodal Learning of Neural Activity and Visual Features. CoRR Simone Palazzo, Concetto Spampinato, Isaak Kavasidis, Daniela Giordano, Mubarak Shah
2018	—	`conf`	Generating Synthetic Video Sequences by Explicitly Modeling Object Motion. ECCV Workshops (2) Simone Palazzo, Concetto Spampinato, P. D'Oro, Daniela Giordano, Mubarak Shah
2018	—	`conf`	Recent Advances at the Brain-Driven Computer Vision Workshop 2018. ECCV Workshops (3) Simone Palazzo, Isaak Kavasidis, Dimitris Kastaniotis, Stavros I. Dimitriadis
2018	J	`jnl`	Top-down saliency detection driven by visual classification. Comput. Vis. Image Underst. Francesca Murabito, Concetto Spampinato, Simone Palazzo, Daniela Giordano, Konstantin Pogorelov, Michael Riegler
2017	A*	`conf`	Deep Learning Human Mind for Automated Visual Classification. CVPR Concetto Spampinato, Simone Palazzo, Isaak Kavasidis, Daniela Giordano, Nasim Souly, Mubarak Shah
2017	J	`jnl`	Deep learning for automated skeletal bone age assessment in X-ray images. Medical Image Anal. Concetto Spampinato, Simone Palazzo, Daniela Giordano, Marco Aldinucci, Rosalia Leonardi
2017	J	`jnl`	Gamifying Video Object Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. Concetto Spampinato, Simone Palazzo, Daniela Giordano
2017	—	`conf`	Generating Knowledge-Enriched Image Annotations for Fine-Grained Visual Classification. ICIAP (1) Francesca Murabito, Simone Palazzo, Concetto Spampinato, Daniela Giordano
2017	A*	`conf`	Generative Adversarial Networks Conditioned by Brain Signals. ICCV Simone Palazzo, Concetto Spampinato, Isaak Kavasidis, Daniela Giordano, Mubarak Shah
2017	—	`conf`	Implicit Vs. Explicit Human Feedback for Interactive Video Object Segmentation. ICIAP Workshops Francesca Murabito, Simone Palazzo, Concetto Spampinato, Daniela Giordano
2017	—	`conf`	LifeCLEF 2017 Lab Overview: Multimedia Species Identification Challenges. CLEF Alexis Joly, Hervé Goëau, Hervé Glotin, Concetto Spampinato, Pierre Bonnet, Willem-Pier Vellinga, Jean-Christophe Lombardo, Robert Planqué, Simone Palazzo, Henning Müller
2017	J	`jnl`	Top-Down Saliency Detection Driven by Visual Classification. CoRR Francesca Murabito, Concetto Spampinato, Simone Palazzo, Konstantin Pogorelov, Michael Riegler
2016	J	`jnl`	A diversity-based search approach to support annotation of a large fish image dataset. Multim. Syst. Daniela Giordano, Simone Palazzo, Concetto Spampinato
2016	J	`jnl`	Deep Learning Human Mind for Automated Visual Classification. CoRR Concetto Spampinato, Simone Palazzo, Isaak Kavasidis, Daniela Giordano, Mubarak Shah, Nasim Souly
2016	J	`jnl`	Fine-grained object recognition in underwater visual data. Multim. Tools Appl. Concetto Spampinato, Simone Palazzo, Pierre-Hugues Joalland, Sébastien Paris, Hervé Glotin, Katy Blanc, Diane Lingrand, Frédéric Precioso
2016	—	`ch.`	Fish Detection. Fish4Knowledge Daniela Giordano, Simone Palazzo, Concetto Spampinato
2016	—	`ch.`	Fish Tracking. Fish4Knowledge Daniela Giordano, Simone Palazzo, Concetto Spampinato
2016	J	`jnl`	Gamifying Video Object Segmentation. CoRR Simone Palazzo, Concetto Spampinato, Daniela Giordano
2016	—	`conf`	LifeCLEF 2016: Multimedia Life Species Identification Challenges. CLEF Alexis Joly, Hervé Goëau, Hervé Glotin, Concetto Spampinato, Pierre Bonnet, Willem-Pier Vellinga, Julien Champ, Robert Planqué, Simone Palazzo, Henning Müller
2015	—	`conf`	LifeCLEF 2015: Multimedia Life Species Identification Challenges. CLEF Alexis Joly, Hervé Goëau, Hervé Glotin, Concetto Spampinato, Pierre Bonnet, Willem-Pier Vellinga, Robert Planqué, Andreas Rauber, Simone Palazzo, Bob Fisher, Henning Müller
2015	J	`jnl`	Nonparametric label propagation using mutual local similarity in nearest neighbors. Comput. Vis. Image Underst. Daniela Giordano, Isaak Kavasidis, Simone Palazzo, Concetto Spampinato
2015	—	`conf`	Rejecting False Positives in Video Object Segmentation. CAIP (1) Daniela Giordano, Isaak Kavasidis, Simone Palazzo, Concetto Spampinato
2015	A*	`conf`	Superpixel-based video object segmentation using perceptual organization and location prior. CVPR Daniela Giordano, Francesca Murabito, Simone Palazzo, Concetto Spampinato
2015	A*	`conf`	Using the Eyes to "See" the Objects. ACM Multimedia Concetto Spampinato, Simone Palazzo, Francesca Murabito, Daniela Giordano
2014	J	`jnl`	A research tool for long-term and continuous analysis of fish assemblage in coral-reefs using underwater camera footage. Ecol. Informatics Bastiaan Johannes Boom, Jiyin He, Simone Palazzo, Phoenix X. Huang, Cigdem Beyan, Hsiu-Mei Chou, Fang-Pang Lin, Concetto Spampinato, Robert B. Fisher
2014	J	`jnl`	A rule-based event detection system for real-life underwater domain. Mach. Vis. Appl. Concetto Spampinato, Emmanuelle Beauxis-Aussalet, Simone Palazzo, Cigdem Beyan, Jacco van Ossenbruggen, Jiyin He, Bas Boom, Xuan Huang
2014	J	`jnl`	A texton-based kernel density estimation approach for background modeling under extreme conditions. Comput. Vis. Image Underst. Concetto Spampinato, Simone Palazzo, Isaak Kavasidis
2014	J	`jnl`	An innovative web-based collaborative platform for video annotation. Multim. Tools Appl. Isaak Kavasidis, Simone Palazzo, Roberto Di Salvo, Daniela Giordano, Concetto Spampinato
2014	—	`conf`	Fish Species Identification in Real-Life Underwater Images. MAED@MM Simone Palazzo, Francesca Murabito
2014	B	`conf`	Kernel Density Estimation Using Joint Spatial-Color-Depth Data for Background Modeling. ICPR Daniela Giordano, Simone Palazzo, Concetto Spampinato
2014	C	`conf`	Large Scale Data Processing in Ecology: A Case Study on Long-Term Underwater Video Monitoring. PDP Simone Palazzo, Concetto Spampinato, Daniela Giordano
2014	—	`conf`	Overview of the LifeCLEF 2014 Fish Task. CLEF (Working Notes) Concetto Spampinato, Simone Palazzo, Bas Boom, Robert B. Fisher
2014	—	`conf`	PeRCeiVe Lab@UNICT at MediaEval 2014 Diverse Images: Random Forests for Diversity-based Clustering. MediaEval Concetto Spampinato, Simone Palazzo
2014	J	`jnl`	Understanding fish behavior during typhoon events in real-life underwater environments. Multim. Tools Appl. Concetto Spampinato, Simone Palazzo, Bastiaan Johannes Boom, Jacco van Ossenbruggen, Isaak Kavasidis, Roberto Di Salvo, Fang-Pang Lin, Daniela Giordano, Lynda Hardman, Robert B. Fisher
2013	—	`conf`	A video processing and data retrieval framework for fish population monitoring. MAED@ACM Multimedia Emma Beauxis-Aussalet, Simone Palazzo, Gayathri Nadarajan, Elvira Arslanova, Concetto Spampinato, Lynda Hardman
2013	B	`conf`	Covariance based modeling of underwater scenes for fish detection. ICIP Simone Palazzo, Isaak Kavasidis, Concetto Spampinato
2012	—	`conf`	A parallel edge preserving algorithm for salt and pepper image denoising. IPTA Marco Aldinucci, Concetto Spampinato, Maurizio Drocco, Massimo Torquati, Simone Palazzo
2012	—	`conf`	A semi-automatic tool for detection and tracking ground truth generation in videos. VIGTA@AVI Isaak Kavasidis, Simone Palazzo, Roberto Di Salvo, Daniela Giordano, Concetto Spampinato
2012	—	`conf`	Covariance based Fish Tracking in Real-life Underwater Environment. VISAPP (2) Concetto Spampinato, Simone Palazzo, Daniela Giordano, Isaak Kavasidis, Fang-Pang Lin, Yun-Te Lin
2012	B	`conf`	Enhancing object detection performance by integrating motion objectness and perceptual organization. ICPR Concetto Spampinato, Simone Palazzo
2012	B	`conf`	Evaluation of tracking algorithm performance without ground-truth data. ICIP Concetto Spampinato, Simone Palazzo, Daniela Giordano
2012	—	`conf`	Event detection in underwater domain by exploiting fish trajectory clustering. MAED@ACM Multimedia Simone Palazzo, Concetto Spampinato, Cigdem Beyan
2012	—	`conf`	Hidden Markov Models for detecting anomalous fish trajectories in underwater footage. MLSP Concetto Spampinato, Simone Palazzo
2012	—	`conf`	Integrating unsupervised and supervised clustering methods on a GPU platform for fast image segmentation. IPTA Alberto Faro, Daniela Giordano, Simone Palazzo
2012	—	`conf`	Quantitative performance analysis of object detection algorithms on underwater video footage. MAED@ACM Multimedia Isaak Kavasidis, Simone Palazzo