Hand segmentation for gesture recognition in EGO-vision. - Giuseppe Serra 001; Marco Camurri; Lorenzo Baraldi 001; Michela Benedetti; Rita Cucchiara (IMMPD@ACM Multimedia, 2013)

Gesture Recognition in Ego-centric Videos Using Dense Trajectories and Hand Segmentation. - Lorenzo Baraldi 001; Francesco Paci; Giuseppe Serra 001; Luca Benini; Rita Cucchiara (CVPR Workshops, 2014)

Shot and Scene Detection via Hierarchical Clustering for Re-using Broadcast Video. - Lorenzo Baraldi 001; Costantino Grana; Rita Cucchiara (CAIP (1), 2015)

Measuring Scene Detection Performance. - Lorenzo Baraldi 001; Costantino Grana; Rita Cucchiara (IbPRIA, 2015)

Scene segmentation using temporal clustering for accessing and re-using broadcast video. - Lorenzo Baraldi 001; Costantino Grana; Rita Cucchiara (ICME, 2015)

Analysis and Re-Use of Videos in Educational Digital Libraries with Automatic Scene Detection. - Lorenzo Baraldi 001; Costantino Grana; Rita Cucchiara (IRCDL, 2015)

A Deep Siamese Network for Scene Detection in Broadcast Videos. - Lorenzo Baraldi 001; Costantino Grana; Rita Cucchiara (ACM Multimedia, 2015)

Optimized Connected Components Labeling with Pixel Prediction. - Costantino Grana; Lorenzo Baraldi 001; Federico Bolelli (ACIVS, 2016)

Multi-level Net: A Visual Saliency Prediction Model. - Marcella Cornia; Lorenzo Baraldi 001; Giuseppe Serra 001; Rita Cucchiara (ECCV Workshops (2), 2016)

Context Change Detection for an Ultra-Low Power Low-Resolution Ego-Vision Imager. - Francesco Paci; Lorenzo Baraldi 001; Giuseppe Serra 001; Rita Cucchiara; Luca Benini (ECCV Workshops (1), 2016)

Historical document digitization through layout analysis and deep content classification. - Andrea Corbelli; Lorenzo Baraldi 001; Costantino Grana; Rita Cucchiara (ICPR, 2016)

A deep multi-level network for saliency prediction. - Marcella Cornia; Lorenzo Baraldi 001; Giuseppe Serra 001; Rita Cucchiara (ICPR, 2016)

YACCLAB - Yet Another Connected Components Labeling Benchmark. - Costantino Grana; Federico Bolelli; Lorenzo Baraldi 001; Roberto Vezzani (ICPR, 2016)

Layout Analysis and Content Classification in Digitized Books. - Andrea Corbelli; Lorenzo Baraldi 001; Fabrizio Balducci; Costantino Grana; Rita Cucchiara (IRCDL, 2016)

Scene-driven Retrieval in Edited Videos using Aesthetic and Semantic Deep Features. - Lorenzo Baraldi 001; Costantino Grana; Rita Cucchiara (ICMR, 2016)

A Browsing and Retrieval System for Broadcast Videos using Scene Detection and Automatic Annotation. - Lorenzo Baraldi 001; Costantino Grana; Alberto Messina; Rita Cucchiara (ACM Multimedia, 2016)

Shot, Scene and Keyframe Ordering for Interactive Video Re-use. - Lorenzo Baraldi 001; Costantino Grana; Guido Borghi; Roberto Vezzani; Rita Cucchiara (VISIGRAPP (4: VISAPP), 2016)

NeuralStory: an Interactive Multimedia System for Video Indexing and Re-use. - Lorenzo Baraldi 001; Costantino Grana; Rita Cucchiara (CBMI, 2017)

Hierarchical Boundary-Aware Neural Encoder for Video Captioning. - Lorenzo Baraldi 001; Costantino Grana; Rita Cucchiara (CVPR, 2017)

Towards Video Captioning with Naming: A Novel Dataset and a Multi-modal Approach. - Stefano Pini; Marcella Cornia; Lorenzo Baraldi 001; Rita Cucchiara (ICIAP (2), 2017)

Visual saliency for image captioning in new multimedia services. - Marcella Cornia; Lorenzo Baraldi 001; Giuseppe Serra 001; Rita Cucchiara (ICME Workshops, 2017)

Modeling multimodal cues in a deep learning-based framework for emotion recognition in the wild. - Stefano Pini; Olfa Ben Ahmed; Marcella Cornia; Lorenzo Baraldi 001; Rita Cucchiara; Benoit Huet (ICMI, 2017)

A Video Library System Using Scene Detection and Automatic Tagging. - Lorenzo Baraldi 001; Costantino Grana; Rita Cucchiara (IRCDL, 2017)

Recognizing and Presenting the Storytelling Video Structure With Deep Multimodal Networks. - Lorenzo Baraldi 001; Costantino Grana; Rita Cucchiara (IEEE Trans. Multim., 2017)

LAMV: Learning to Align and Match Videos With Kernelized Temporal Layers. - Lorenzo Baraldi 001; Matthijs Douze; Rita Cucchiara; Hervé Jégou (CVPR, 2018)

SAM: Pushing the Limits of Saliency Prediction Models. - Marcella Cornia; Lorenzo Baraldi 001; Giuseppe Serra 001; Rita Cucchiara (CVPR Workshops, 2018)

Visual-Semantic Alignment Across Domains Using a Semi-Supervised Approach. - Angelo Carraggi; Marcella Cornia; Lorenzo Baraldi 001; Rita Cucchiara (ECCV Workshops (6), 2018)

Towards Cycle-Consistent Models for Text and Image Retrieval. - Marcella Cornia; Lorenzo Baraldi 001; Hamed R. Tavakoli; Rita Cucchiara (ECCV Workshops (4), 2018)

What Was Monet Seeing While Painting? Translating Artworks to Photo-Realistic Images. - Matteo Tomei; Lorenzo Baraldi 001; Marcella Cornia; Rita Cucchiara (ECCV Workshops (2), 2018)

Aligning Text and Document Illustrations: Towards Visually Explainable Digital Humanities. - Lorenzo Baraldi 001; Marcella Cornia; Costantino Grana; Rita Cucchiara (ICPR, 2018)

Connected Components Labeling on DRAGs. - Federico Bolelli; Lorenzo Baraldi 001; Michele Cancilla; Costantino Grana (ICPR, 2018)

A Hierarchical Quasi-Recurrent approach to Video Captioning. - Federico Bolelli; Lorenzo Baraldi 001; Federico Pollastri; Costantino Grana (IPAS, 2018)

Automatic Image Cropping and Selection Using Saliency: An Application to Historical Manuscripts. - Marcella Cornia; Stefano Pini; Lorenzo Baraldi 001; Rita Cucchiara (IRCDL, 2018)

Connected Components Labeling on DRAGs: Implementation and Reproducibility Notes. - Federico Bolelli; Michele Cancilla; Lorenzo Baraldi 001; Costantino Grana (RRPR, 2018)

Attentive models in vision: Computing saliency maps in the deep learning era. - Marcella Cornia; Davide Abati; Lorenzo Baraldi 001; Andrea Palazzi; Simone Calderara; Rita Cucchiara (Intelligenza Artificiale, 2018)

Predicting Human Eye Fixations via an LSTM-Based Saliency Attentive Model. - Marcella Cornia; Lorenzo Baraldi 001; Giuseppe Serra 001; Rita Cucchiara (IEEE Trans. Image Process., 2018)

Paying More Attention to Saliency: Image Captioning with Saliency and Context Attention. - Marcella Cornia; Lorenzo Baraldi 001; Giuseppe Serra 001; Rita Cucchiara (ACM Trans. Multim. Comput. Commun. Appl., 2018)

Embodied Vision-and-Language Navigation with Dynamic Convolutional Filters. - Federico Landi; Lorenzo Baraldi 001; Massimiliano Corsini; Rita Cucchiara (BMVC, 2019)

A Deep-learning-based approach to VM behavior Identification in Cloud Systems. - Matteo Stefanini; Riccardo Lancellotti; Lorenzo Baraldi 001; Simone Calderara (CLOSER, 2019)

Show, Control and Tell: A Framework for Generating Controllable and Grounded Captions. - Marcella Cornia; Lorenzo Baraldi 001; Rita Cucchiara (CVPR, 2019)

Art2Real: Unfolding the Reality of Artworks via Semantically-Aware Image-To-Image Translation. - Matteo Tomei; Marcella Cornia; Lorenzo Baraldi 001; Rita Cucchiara (CVPR, 2019)

Artpedia: A New Visual-Semantic Dataset with Visual and Contextual Sentences in the Artistic Domain. - Matteo Stefanini; Marcella Cornia; Lorenzo Baraldi 001; Massimiliano Corsini; Rita Cucchiara (ICIAP (2), 2019)

Image-to-Image Translation to Unfold the Reality of Artworks: An Empirical Analysis. - Matteo Tomei; Marcella Cornia; Lorenzo Baraldi 001; Rita Cucchiara (ICIAP (2), 2019)

Perceive, Transform, and Act: Multi-Modal Attention Networks for Vision-and-Language Navigation. - Federico Landi; Lorenzo Baraldi 001; Marcella Cornia; Massimiliano Corsini; Rita Cucchiara (CoRR, 2019)

STAGE: Spatio-Temporal Attention on Graph Entities for Video Action Detection. - Matteo Tomei; Lorenzo Baraldi 001; Simone Calderara; Simone Bronzin; Rita Cucchiara (CoRR, 2019)

M2: Meshed-Memory Transformer for Image Captioning. - Marcella Cornia; Matteo Stefanini; Lorenzo Baraldi 001; Rita Cucchiara (CoRR, 2019)

M-VAD names: a dataset for video captioning with naming. - Stefano Pini; Marcella Cornia; Federico Bolelli; Lorenzo Baraldi 001; Rita Cucchiara (Multim. Tools Appl., 2019)

AI4AR: An AI-Based Mobile Application for the Automatic Generation of AR Contents. - Roberto Pierdicca; Marina Paolanti; Emanuele Frontoni; Lorenzo Baraldi 001 (AVR (1), 2020)

Meshed-Memory Transformer for Image Captioning. - Marcella Cornia; Matteo Stefanini; Lorenzo Baraldi 001; Rita Cucchiara (CVPR, 2020)

Explore and Explain: Self-supervised Navigation and Recounting. - Roberto Bigazzi; Federico Landi; Marcella Cornia; Silvia Cascianelli; Lorenzo Baraldi 001; Rita Cucchiara (ICPR, 2020)

Watch Your Strokes: Improving Handwritten Text Recognition with Deformable Convolutions. - Iulian Cojocaru; Silvia Cascianelli; Lorenzo Baraldi 001; Massimiliano Corsini; Rita Cucchiara (ICPR, 2020)

A Novel Attention-based Aggregation Function to Combine Vision and Language. - Matteo Stefanini; Marcella Cornia; Lorenzo Baraldi 001; Rita Cucchiara (ICPR, 2020)

RMS-Net: Regression and Masking for Soccer Event Spotting. - Matteo Tomei; Lorenzo Baraldi 001; Simone Calderara; Simone Bronzin; Rita Cucchiara (ICPR, 2020)

SMArT: Training Shallow Memory-aware Transformers for Robotic Explainability. - Marcella Cornia; Lorenzo Baraldi 001; Rita Cucchiara (ICRA, 2020)

Inter-Homines: Distance-Based Risk Estimation for Human Safety. - Matteo Fabbri; Fabio Lanzi; Riccardo Gasparini; Simone Calderara; Lorenzo Baraldi 001; Rita Cucchiara (CoRR, 2020)

Toward reliable experiments on the performance of Connected Components Labeling algorithms. - Federico Bolelli; Michele Cancilla; Lorenzo Baraldi 001; Costantino Grana (J. Real Time Image Process., 2020)

A unified cycle-consistent neural model for text and image retrieval. - Marcella Cornia; Lorenzo Baraldi 001; Hamed R. Tavakoli; Rita Cucchiara (Multim. Tools Appl., 2020)

Explaining digital humanities by aligning images and textual descriptions. - Marcella Cornia; Matteo Stefanini; Lorenzo Baraldi 001; Massimiliano Corsini; Rita Cucchiara (Pattern Recognit. Lett., 2020)

Spaghetti Labeling: Directed Acyclic Graphs for Block-Based Connected Components Labeling. - Federico Bolelli; Stefano Allegretti; Lorenzo Baraldi 001; Costantino Grana (IEEE Trans. Image Process., 2020)

Assessing the Role of Boundary-Level Objectives in Indoor Semantic Segmentation. - Roberto Amoroso; Lorenzo Baraldi 001; Rita Cucchiara (CAIP (1), 2021)

Out of the Box: Embodied Navigation in the Real World. - Roberto Bigazzi; Federico Landi; Marcella Cornia; Silvia Cascianelli; Lorenzo Baraldi 001; Rita Cucchiara (CAIP (1), 2021)

Learning to Read L'Infinito: Handwritten Text Recognition with Synthetic Training Data. - Silvia Cascianelli; Marcella Cornia; Lorenzo Baraldi 001; Maria Ludovica Piazzi; Rosiana Schiuma; Rita Cucchiara (CAIP (2), 2021)

Revisiting the Evaluation of Class Activation Mapping for Explainability: A Novel Metric and Experimental Analysis. - Samuele Poppi; Marcella Cornia; Lorenzo Baraldi 001; Rita Cucchiara (CVPR Workshops, 2021)

Estimating (and Fixing) the Effect of Face Obfuscation in Video Recognition. - Matteo Tomei; Lorenzo Baraldi 001; Simone Bronzin; Rita Cucchiara (CVPR Workshops, 2021)

Improving Indoor Semantic Segmentation with Boundary-Level Objectives. - Roberto Amoroso; Lorenzo Baraldi 001; Rita Cucchiara (IWANN (2), 2021)

Learning to Select: A Fully Attentive Approach for Novel Object Captioning. - Marco Cagrandi; Marcella Cornia; Matteo Stefanini; Lorenzo Baraldi 001; Rita Cucchiara (ICMR, 2021)

From Show to Tell: A Survey on Image Captioning. - Matteo Stefanini; Marcella Cornia; Lorenzo Baraldi 001; Silvia Cascianelli; Giuseppe Fiameni; Rita Cucchiara (CoRR, 2021)

Universal Captioner: Long-Tail Vision-and-Language Model Training through Content-Style Separation. - Marcella Cornia; Lorenzo Baraldi 001; Giuseppe Fiameni; Rita Cucchiara (CoRR, 2021)

Multimodal attention networks for low-level vision-and-language navigation. - Federico Landi; Lorenzo Baraldi 001; Marcella Cornia; Massimiliano Corsini; Rita Cucchiara (Comput. Vis. Image Underst., 2021)

Video action detection by learning graph-based spatio-temporal interactions. - Matteo Tomei; Lorenzo Baraldi 001; Simone Calderara; Simone Bronzin; Rita Cucchiara (Comput. Vis. Image Underst., 2021)

Working Memory Connections for LSTM. - Federico Landi; Lorenzo Baraldi 001; Marcella Cornia; Rita Cucchiara (Neural Networks, 2021)

ALADIN: Distilling Fine-grained Alignment Scores for Efficient Image-Text Matching and Retrieval. - Nicola Messina; Matteo Stefanini; Marcella Cornia; Lorenzo Baraldi 001; Fabrizio Falchi; Giuseppe Amato 001; Rita Cucchiara (CBMI, 2022)

Retrieval-Augmented Transformer for Image Captioning. - Sara Sarto; Marcella Cornia; Lorenzo Baraldi 001; Rita Cucchiara (CBMI, 2022)

The Unreasonable Effectiveness of CLIP Features for Image Captioning: An Experimental Analysis. - Manuele Barraco; Marcella Cornia; Silvia Cascianelli; Lorenzo Baraldi 001; Rita Cucchiara (CVPR Workshops, 2022)

Dual-Branch Collaborative Transformer for Virtual Try-On. - Emanuele Fenocchi; Davide Morelli; Marcella Cornia; Lorenzo Baraldi 001; Fabio Cesari; Rita Cucchiara (CVPR Workshops, 2022)

Embodied Navigation at the Art Gallery. - Roberto Bigazzi; Federico Landi; Silvia Cascianelli; Marcella Cornia; Lorenzo Baraldi 001; Rita Cucchiara (ICIAP (1), 2022)

Investigating Bidimensional Downsampling in Vision Transformer Models. - Paolo Bruno; Roberto Amoroso; Marcella Cornia; Silvia Cascianelli; Lorenzo Baraldi 001; Rita Cucchiara (ICIAP (2), 2022)

CaMEL: Mean Teacher Learning for Image Captioning. - Manuele Barraco; Matteo Stefanini; Marcella Cornia; Silvia Cascianelli; Lorenzo Baraldi 001; Rita Cucchiara (ICPR, 2022)

The LAM Dataset: A Novel Benchmark for Line-Level Handwritten Text Recognition. - Silvia Cascianelli; Vittorio Pippi; Martin Maarand; Marcella Cornia; Lorenzo Baraldi 001; Christopher Kermorvant; Rita Cucchiara (ICPR, 2022)

Spot the Difference: A Novel Task for Embodied Agents in Changing Environments. - Federico Landi; Roberto Bigazzi; Marcella Cornia; Silvia Cascianelli; Lorenzo Baraldi 001; Rita Cucchiara (ICPR, 2022)

Explaining transformer-based image captioning models: An empirical analysis. - Marcella Cornia; Lorenzo Baraldi 001; Rita Cucchiara (AI Commun., 2022)

Boosting modern and historical handwritten text recognition with deformable convolutions. - Silvia Cascianelli; Marcella Cornia; Lorenzo Baraldi 001; Rita Cucchiara (Int. J. Document Anal. Recognit., 2022)

Focus on Impact: Indoor Exploration With Intrinsic Motivation. - Roberto Bigazzi; Federico Landi; Silvia Cascianelli; Lorenzo Baraldi 001; Marcella Cornia; Rita Cucchiara (IEEE Robotics Autom. Lett., 2022)

A computational approach for progressive architecture shrinkage in action recognition. - Matteo Tomei; Lorenzo Baraldi 001; Giuseppe Fiameni; Simone Bronzin; Rita Cucchiara (Softw. Pract. Exp., 2022)

Matching Faces and Attributes Between the Artistic and the Real Domain: the PersonArt Approach. - Marcella Cornia; Matteo Tomei; Lorenzo Baraldi 001; Rita Cucchiara (ACM Trans. Multim. Comput. Commun. Appl., 2022)

Superpixel Positional Encoding to Improve ViT-based Semantic Segmentation Models. - Roberto Amoroso; Matteo Tomei; Lorenzo Baraldi 001; Rita Cucchiara (BMVC, 2023)

Positive-Augmented Contrastive Learning for Image and Video Captioning Evaluation. - Sara Sarto; Manuele Barraco; Marcella Cornia; Lorenzo Baraldi 001; Rita Cucchiara (CVPR, 2023)

With a Little Help from your own Past: Prototypical Memory Networks for Image Captioning. - Manuele Barraco; Sara Sarto; Marcella Cornia; Lorenzo Baraldi 001; Rita Cucchiara (ICCV, 2023)

Enhancing Open-Vocabulary Semantic Segmentation with Prototype Retrieval. - Luca Barsellotti; Roberto Amoroso; Lorenzo Baraldi 001; Rita Cucchiara (ICIAP (2), 2023)

SynthCap: Augmenting Transformers with Synthetic Data for Image Captioning. - Davide Caffagni; Manuele Barraco; Marcella Cornia; Lorenzo Baraldi 001; Rita Cucchiara (ICIAP (1), 2023)

Unveiling the Impact of Image Transformations on Deepfake Detection: An Experimental Analysis. - Federico Cocchi; Lorenzo Baraldi 002; Samuele Poppi; Marcella Cornia; Lorenzo Baraldi 001; Rita Cucchiara (ICIAP (2), 2023)

Towards Explainable Navigation and Recounting. - Samuele Poppi; Roberto Bigazzi; Niyati Rawal; Marcella Cornia; Silvia Cascianelli; Lorenzo Baraldi 001; Rita Cucchiara (ICIAP (1), 2023)

Embodied Agents for Efficient Exploration and Smart Scene Description. - Roberto Bigazzi; Marcella Cornia; Silvia Cascianelli; Lorenzo Baraldi 001; Rita Cucchiara (ICRA, 2023)

Where Research meets Industry: New Challenges and Opportunities at AImageLab. - Rita Cucchiara; Lorenzo Baraldi 001; Simone Calderara; Marcella Cornia; Matteo Fabbri; Costantino Grana; Angelo Porrello; Roberto Vezzani (Ital-IA, 2023)

Let's ViCE! Mimicking Human Cognitive Behavior in Image Generation Evaluation. - Federico Betti; Jacopo Staiano; Lorenzo Baraldi 002; Lorenzo Baraldi 001; Rita Cucchiara; Nicu Sebe (ACM Multimedia, 2023)

Positive-Augmented Constrastive Learning for Image and Video Captioning Evaluation. - Sara Sarto; Manuele Barraco; Marcella Cornia; Lorenzo Baraldi 001; Rita Cucchiara (CoRR, 2023)

Multi-Class Explainable Unlearning for Image Classification via Weight Filtering. - Samuele Poppi; Sara Sarto; Marcella Cornia; Lorenzo Baraldi 001; Rita Cucchiara (CoRR, 2023)

Removing NSFW Concepts from Vision-and-Language Models for Text-to-Image Retrieval and Generation. - Samuele Poppi; Tobia Poppi; Federico Cocchi; Marcella Cornia; Lorenzo Baraldi 001; Rita Cucchiara (CoRR, 2023)

From Show to Tell: A Survey on Deep Learning-Based Image Captioning. - Matteo Stefanini; Marcella Cornia; Lorenzo Baraldi 001; Silvia Cascianelli; Giuseppe Fiameni; Rita Cucchiara (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Fashion-Oriented Image Captioning with External Knowledge Retrieval and Fully Attentive Gates. - Nicholas Moratelli; Manuele Barraco; Davide Morelli; Marcella Cornia; Lorenzo Baraldi 001; Rita Cucchiara (Sensors, 2023)

Evaluating synthetic pre-Training for handwriting processing tasks. - Vittorio Pippi; Silvia Cascianelli; Lorenzo Baraldi 001; Rita Cucchiara (Pattern Recognit. Lett., 2023)

Fully-attentive iterative networks for region-based controllable image and video captioning. - Marcella Cornia; Lorenzo Baraldi 001; Ayellet Tal; Rita Cucchiara (Comput. Vis. Image Underst., 2023)

Sharing Cultural Heritage - The Case of the Lodovico Media Library. - Matteo Al Kalak; Lorenzo Baraldi 001 (Multimodal Technol. Interact., 2023)

The Revolution of Multimodal Large Language Models: A Survey. - Davide Caffagni; Federico Cocchi; Luca Barsellotti; Nicholas Moratelli; Sara Sarto; Lorenzo Baraldi 001; Marcella Cornia; Rita Cucchiara (ACL (Findings), 2024)

Training-Free Open-Vocabulary Segmentation with Offline Diffusion-Augmented Prototype Generation. - Luca Barsellotti; Roberto Amoroso; Marcella Cornia; Lorenzo Baraldi 001; Rita Cucchiara (CVPR, 2024)

Contrasting Deepfakes Diffusion via Contrastive Learning and Global-Local Similarities. - Federico Cocchi; Marcella Cornia; Lorenzo Baraldi 001; Alessandro Nicolosi; Rita Cucchiara (ECCV (63), 2024)

Optimizing Resource Consumption in Diffusion Models Through Hallucination Early Detection. - Federico Betti; Lorenzo Baraldi 001; Lorenzo Baraldi 002; Rita Cucchiara; Nicu Sebe (ECCV Workshops (11), 2024)

Personalizing Multimodal Large Language Models for Image Captioning: An Experimental Analysis. - Davide Bucciarelli; Nicholas Moratelli; Marcella Cornia; Lorenzo Baraldi 001; Rita Cucchiara (ECCV Workshops (22), 2024)

Safe-CLIP: Removing NSFW Concepts from Vision-and-Language Models. - Samuele Poppi; Tobia Poppi; Federico Cocchi; Marcella Cornia; Lorenzo Baraldi 001; Rita Cucchiara (ECCV (53), 2024)

BRIDGE: Bridging Gaps in Image Captioning Evaluation with Stronger Visual Cues. - Sara Sarto; Marcella Cornia; Lorenzo Baraldi 001; Rita Cucchiara (ECCV (78), 2024)

Adapt to Scarcity: Few-Shot Deepfake Detection via Low-Rank Adaptation. - Silvia Cappelletti; Lorenzo Baraldi 001; Federico Cocchi; Marcella Cornia; Lorenzo Baraldi 002; Rita Cucchiara (ICPR (21), 2024)

Fluent and Accurate Image Captioning with a Self-trained Reward Model. - Nicholas Moratelli; Marcella Cornia; Lorenzo Baraldi 001; Rita Cucchiara (ICPR (18), 2024)

Unlearning Vision Transformers Without Retaining Data via Low-Rank Decompositions. - Samuele Poppi; Sara Sarto; Marcella Cornia; Lorenzo Baraldi 001; Rita Cucchiara (ICPR (3), 2024)

Mapping High-level Semantic Regions in Indoor Environments without Object Recognition. - Roberto Bigazzi; Lorenzo Baraldi 001; Shreyas Kousik; Rita Cucchiara; Marco Pavone 001 (ICRA, 2024)

Personalized Instance-based Navigation Toward User-Specific Objects in Realistic Environments. - Luca Barsellotti; Roberto Bigazzi; Marcella Cornia; Lorenzo Baraldi 001; Rita Cucchiara (NeurIPS, 2024)

FOSSIL: Free Open-Vocabulary Semantic Segmentation through Synthetic References Retrieval. - Luca Barsellotti; Roberto Amoroso; Lorenzo Baraldi 001; Rita Cucchiara (WACV, 2024)

What's Outside the Intersection? Fine-grained Error Analysis for Semantic Segmentation Beyond IoU. - Maximilian Bernhard; Roberto Amoroso; Yannic Kindermann; Lorenzo Baraldi 001; Rita Cucchiara; Volker Tresp; Matthias Schubert (WACV, 2024)

The (R)Evolution of Multimodal Large Language Models: A Survey. - Davide Caffagni; Federico Cocchi; Luca Barsellotti; Nicholas Moratelli; Sara Sarto; Lorenzo Baraldi 001; Lorenzo Baraldi 002; Marcella Cornia; Rita Cucchiara (CoRR, 2024)

AIGeN: An Adversarial Approach for Instruction Generation in VLN. - Niyati Rawal; Roberto Bigazzi; Lorenzo Baraldi 001; Rita Cucchiara (CoRR, 2024)

Wiki-LLaVA: Hierarchical Retrieval-Augmented Generation for Multimodal LLMs. - Davide Caffagni; Federico Cocchi; Nicholas Moratelli; Sara Sarto; Marcella Cornia; Lorenzo Baraldi 001; Rita Cucchiara (CoRR, 2024)

Contrasting Deepfakes Diffusion via Contrastive Learning and Global-Local Similarities. - Lorenzo Baraldi 002; Federico Cocchi; Marcella Cornia; Lorenzo Baraldi 001; Alessandro Nicolosi; Rita Cucchiara (CoRR, 2024)

UNMuTe: Unifying Navigation and Multimodal Dialogue-like Text Generation. - Niyati Rawal; Roberto Bigazzi; Lorenzo Baraldi 001; Rita Cucchiara (CoRR, 2024)

Revisiting Image Captioning Training Paradigm via Direct CLIP-based Optimization. - Nicholas Moratelli; Davide Caffagni; Marcella Cornia; Lorenzo Baraldi 001; Rita Cucchiara (CoRR, 2024)

Augmenting Multimodal LLMs with Self-Reflective Tokens for Knowledge-based Visual Question Answering. - Federico Cocchi; Nicholas Moratelli; Marcella Cornia; Lorenzo Baraldi 001; Rita Cucchiara (CoRR, 2024)

Talking to DINO: Bridging Self-Supervised Vision Backbones with Language for Open-Vocabulary Segmentation. - Luca Barsellotti; Lorenzo Bianchi 001; Nicola Messina; Fabio Carrara; Marcella Cornia; Lorenzo Baraldi 001; Fabrizio Falchi; Rita Cucchiara (CoRR, 2024)

Perceive, Query & Reason: Enhancing Video QA with Question-Guided Temporal Queries. - Roberto Amoroso; Gengyuan Zhang; Rajat Koner; Lorenzo Baraldi 001; Rita Cucchiara; Volker Tresp (CoRR, 2024)

Are Learnable Prompts the Right Way of Prompting? Adapting Vision-and-Language Models with Memory Optimization. - Nicholas Moratelli; Manuele Barraco; Marcella Cornia; Lorenzo Baraldi 001; Rita Cucchiara (IEEE Intell. Syst., 2024)

Multiclass Unlearning for Image Classification via Weight Filtering. - Samuele Poppi; Sara Sarto; Marcella Cornia; Lorenzo Baraldi 001; Rita Cucchiara (IEEE Intell. Syst., 2024)

Video Surveillance and Privacy: A Solvable Paradox? - Rita Cucchiara; Lorenzo Baraldi 001; Marcella Cornia; Sara Sarto (Computer, 2024)

Generating More Pertinent Captions by Leveraging Semantics and Style on Multi-Source Datasets. - Marcella Cornia; Lorenzo Baraldi 001; Giuseppe Fiameni; Rita Cucchiara (Int. J. Comput. Vis., 2024)

Towards Retrieval-Augmented Architectures for Image Captioning. - Sara Sarto; Marcella Cornia; Lorenzo Baraldi 001; Alessandro Nicolosi; Rita Cucchiara (ACM Trans. Multim. Comput. Commun. Appl., 2024)

Learning to mask and permute visual tokens for Vision Transformer pre-training. - Lorenzo Baraldi 002; Roberto Amoroso; Marcella Cornia; Lorenzo Baraldi 001; Andrea Pilzer; Rita Cucchiara (Comput. Vis. Image Underst., 2025)

Augmenting and mixing Transformers with synthetic data for image captioning. - Davide Caffagni; Marcella Cornia; Lorenzo Baraldi 001; Rita Cucchiara (Image Vis. Comput., 2025)

Parents and Children: Distinguishing Multimodal Deepfakes from Natural Images. - Roberto Amoroso; Davide Morelli; Marcella Cornia; Lorenzo Baraldi 001; Alberto Del Bimbo; Rita Cucchiara (ACM Trans. Multim. Comput. Commun. Appl., 2025)

Hyperbolic Safety-Aware Vision-Language Models. - Tobia Poppi; Tejaswi Kasarla; Pascal Mettes; Lorenzo Baraldi 001; Rita Cucchiara (CoRR, 2025)

LLaVA-MORE: A Comparative Study of LLMs and Visual Backbones for Enhanced Visual Instruction Tuning. - Federico Cocchi; Nicholas Moratelli; Davide Caffagni; Sara Sarto; Lorenzo Baraldi 001; Marcella Cornia; Rita Cucchiara (CoRR, 2025)

Improving LLM First-Token Predictions in Multiple-Choice Question Answering via Prefilling Attack. - Silvia Cappelletti; Tobia Poppi; Samuele Poppi; Zheng-Xin Yong; Diego Garcia-Olano; Marcella Cornia; Lorenzo Baraldi 001; Rita Cucchiara (CoRR, 2025)

What Changed? Detecting and Evaluating Instruction-Guided Image Edits with Multimodal Large Language Models. - Lorenzo Baraldi 001; Davide Bucciarelli; Federico Betti; Marcella Cornia; Lorenzo Baraldi 002; Nicu Sebe; Rita Cucchiara (CoRR, 2025)

RAID: A Dataset for Testing the Adversarial Robustness of AI-Generated Image Detectors. - Hicham Eddoubi; Jonas Ricker; Federico Cocchi; Lorenzo Baraldi 001; Angelo Sotgiu; Maura Pintor; Marcella Cornia; Lorenzo Baraldi 002; Asja Fischer; Rita Cucchiara; Battista Biggio (CoRR, 2025)

Temperature Matters: Enhancing Watermark Robustness Against Paraphrasing Attacks. - Badr Youbi Idrissi; Monica Millunzi; Amelia Sorrenti; Lorenzo Baraldi 001; Daryna Dementieva (CoRR, 2025)