Marcella Cornia

169 papers A* 15A 3B 12C 2Journal 97Unranked 38

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	CounterVid: Counterfactual Video Generation for Mitigating Action and Temporal Hallucinations in Video-Language Models. CoRR Tobia Poppi, Burak Uzkent, Amanmeet Garg, Lucas Porto, Garin Kessler, Yezhou Yang, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara, Florian Schiffers
2026	J	`jnl`	Dress-ED: Instruction-Guided Editing for Virtual Try-On and Try-Off. CoRR Fulvio Sanguigni, Davide Lobba, Bin Ren, Marcella Cornia, Nicu Sebe, Rita Cucchiara
2026	J	`jnl`	Multimodal-Conditioned Latent Diffusion Models for Fashion Image Editing. ACM Trans. Multim. Comput. Commun. Appl. Alberto Baldrati, Davide Morelli, Marcella Cornia, Marco Bertini, Rita Cucchiara
2026	J	`jnl`	Tiny Inference-Time Scaling with Latent Verifiers. CoRR Davide Bucciarelli, Evelyn Turri, Lorenzo Baraldi, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
2025	A*	`conf`	Augmenting Multimodal LLMs with Self-Reflective Tokens for Knowledge-based Visual Question Answering. CVPR Federico Cocchi, Nicholas Moratelli, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
2025	J	`jnl`	Augmenting and mixing Transformers with synthetic data for image captioning. Image Vis. Comput. Davide Caffagni, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
2025	—	`conf`	Benchmarking BERT-based Models for Latin: A Case Study on Biblical References in Ancient Christian Literature. IRCDL Davide Caffagni, Federico Cocchi, Anna Mambelli, Fabio Tutrone, Marco Zanella, Marcella Cornia, Rita Cucchiara
2025	B	`conf`	Fashion-RAG: Multimodal Fashion Image Editing via Retrieval-Augmented Generation. IJCNN Fulvio Sanguigni, Davide Morelli, Marcella Cornia, Rita Cucchiara
2025	J	`jnl`	Fashion-RAG: Multimodal Fashion Image Editing via Retrieval-Augmented Generation. CoRR Fulvio Sanguigni, Davide Morelli, Marcella Cornia, Rita Cucchiara
2025	B	`conf`	Generating Synthetic Data with Large Language Models for Low-Resource Sentence Retrieval. TPDL Davide Caffagni, Federico Cocchi, Anna Mambelli, Fabio Tutrone, Marco Zanella, Marcella Cornia, Rita Cucchiara
2025	A*	`conf`	Image Captioning Evaluation in the Age of Multimodal LLMs: Challenges and Future Perspectives. IJCAI Sara Sarto, Marcella Cornia, Rita Cucchiara
2025	J	`jnl`	Image Captioning Evaluation in the Age of Multimodal LLMs: Challenges and Future Perspectives. CoRR Sara Sarto, Marcella Cornia, Rita Cucchiara
2025	J	`jnl`	Improving LLM First-Token Predictions in Multiple-Choice Question Answering via Prefilling Attack. CoRR Silvia Cappelletti, Tobia Poppi, Samuele Poppi, Zheng-Xin Yong, Diego Garcia-Olano, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
2025	J	`jnl`	Inverse Virtual Try-On: Generating Multi-Category Product-Style Images from Clothed Individuals. CoRR Davide Lobba, Fulvio Sanguigni, Bin Ren, Marcella Cornia, Rita Cucchiara, Nicu Sebe
2025	—	`conf`	LLaVA-MORE: A Comparative Study of LLMs and Visual Backbones for Enhanced Visual Instruction Tuning. ICCVW Federico Cocchi, Nicholas Moratelli, Davide Caffagni, Sara Sarto, Lorenzo Baraldi, Marcella Cornia, Rita Cucchiara
2025	J	`jnl`	LLaVA-MORE: A Comparative Study of LLMs and Visual Backbones for Enhanced Visual Instruction Tuning. CoRR Federico Cocchi, Nicholas Moratelli, Davide Caffagni, Sara Sarto, Lorenzo Baraldi, Marcella Cornia, Rita Cucchiara
2025	J	`jnl`	Learning to mask and permute visual tokens for Vision Transformer pre-training. Comput. Vis. Image Underst. Lorenzo Baraldi, Roberto Amoroso, Marcella Cornia, Lorenzo Baraldi, Andrea Pilzer, Rita Cucchiara
2025	J	`jnl`	Mitigating Hallucinations in Multimodal LLMs via Object-aware Preference Optimization. CoRR Alberto Compagnoni, Davide Caffagni, Nicholas Moratelli, Lorenzo Baraldi, Marcella Cornia, Rita Cucchiara
2025	J	`jnl`	Modeling Human Gaze Behavior with Diffusion Models for Unified Scanpath Prediction. CoRR Giuseppe Cartella, Vittorio Cuculo, Alessandro D'Amelio, Marcella Cornia, Giuseppe Boccignone, Rita Cucchiara
2025	J	`jnl`	Parents and Children: Distinguishing Multimodal Deepfakes from Natural Images. ACM Trans. Multim. Comput. Commun. Appl. Roberto Amoroso, Davide Morelli, Marcella Cornia, Lorenzo Baraldi, Alberto Del Bimbo, Rita Cucchiara
2025	J	`jnl`	Positive-Augmented Contrastive Learning for Vision-and-Language Evaluation and Training. Int. J. Comput. Vis. Sara Sarto, Nicholas Moratelli, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
2025	—	`ed.`	Proceedings of the 21st Conference on Information and Research science Connecting to Digital and Library science, Udine, Italy, February 20-21, 2025. IRCDL Marcella Cornia, Giorgio Maria Di Nunzio, Donatella Firmani, Stefano Mizzaro, Giuseppe Serra, Sara Tonelli, Alessandro Tremamunno
2025	J	`jnl`	RAID: A Dataset for Testing the Adversarial Robustness of AI-Generated Image Detectors. CoRR Hicham Eddoubi, Jonas Ricker, Federico Cocchi, Lorenzo Baraldi, Angelo Sotgiu, Maura Pintor, Marcella Cornia, Lorenzo Baraldi, Asja Fischer, Rita Cucchiara, Battista Biggio
2025	J	`jnl`	ReAG: Reasoning-Augmented Generation for Knowledge-based Visual Question Answering. CoRR Alberto Compagnoni, Marco Morini, Sara Sarto, Federico Cocchi, Davide Caffagni, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
2025	J	`jnl`	Recurrence Meets Transformers for Universal Multimodal Retrieval. CoRR Davide Caffagni, Sara Sarto, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
2025	A*	`conf`	Recurrence-Enhanced Vision-and-Language Transformers for Robust Multimodal Document Retrieval. CVPR Davide Caffagni, Sara Sarto, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
2025	J	`jnl`	Recurrence-Enhanced Vision-and-Language Transformers for Robust Multimodal Document Retrieval. CoRR Davide Caffagni, Sara Sarto, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
2025	J	`jnl`	Seeing Beyond Words: Self-Supervised Visual Learning for Multimodal Large Language Models. CoRR Davide Caffagni, Sara Sarto, Marcella Cornia, Lorenzo Baraldi, Pier Luigi Dovesi, Shaghayegh Roohi, Mark Granroth-Wilding, Rita Cucchiara
2025	A	`conf`	Semantically Conditioned Prompts for Visual Recognition Under Missing Modality Scenarios. WACV Vittorio Pipoli, Federico Bolelli, Sara Sarto, Marcella Cornia, Lorenzo Baraldi, Costantino Grana, Rita Cucchiara, Elisa Ficarra
2025	A	`conf`	TPP-Gaze: Modelling Gaze Dynamics in Space and Time with Neural Temporal Point Processes. WACV Alessandro D'Amelio, Giuseppe Cartella, Vittorio Cuculo, Manuele Lucchi, Marcella Cornia, Rita Cucchiara, Giuseppe Boccignone
2025	J	`jnl`	What Changed? Detecting and Evaluating Instruction-Guided Image Edits with Multimodal Large Language Models. CoRR Lorenzo Baraldi, Davide Bucciarelli, Federico Betti, Marcella Cornia, Lorenzo Baraldi, Nicu Sebe, Rita Cucchiara
2024	—	`conf`	Adapt to Scarcity: Few-Shot Deepfake Detection via Low-Rank Adaptation. ICPR (21) Silvia Cappelletti, Lorenzo Baraldi, Federico Cocchi, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
2024	J	`jnl`	Are Learnable Prompts the Right Way of Prompting? Adapting Vision-and-Language Models with Memory Optimization. IEEE Intell. Syst. Nicholas Moratelli, Manuele Barraco, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
2024	J	`jnl`	Augmenting Multimodal LLMs with Self-Reflective Tokens for Knowledge-based Visual Question Answering. CoRR Federico Cocchi, Nicholas Moratelli, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
2024	—	`conf`	BRIDGE: Bridging Gaps in Image Captioning Evaluation with Stronger Visual Cues. ECCV (78) Sara Sarto, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
2024	J	`jnl`	BRIDGE: Bridging Gaps in Image Captioning Evaluation with Stronger Visual Cues. CoRR Sara Sarto, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
2024	—	`conf`	Contrasting Deepfakes Diffusion via Contrastive Learning and Global-Local Similarities. ECCV (63) Federico Cocchi, Marcella Cornia, Lorenzo Baraldi, Alessandro Nicolosi, Rita Cucchiara
2024	J	`jnl`	Contrasting Deepfakes Diffusion via Contrastive Learning and Global-Local Similarities. CoRR Lorenzo Baraldi, Federico Cocchi, Marcella Cornia, Lorenzo Baraldi, Alessandro Nicolosi, Rita Cucchiara
2024	J	`jnl`	Fluent and Accurate Image Captioning with a Self-Trained Reward Model. CoRR Nicholas Moratelli, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
2024	—	`conf`	Fluent and Accurate Image Captioning with a Self-trained Reward Model. ICPR (18) Nicholas Moratelli, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
2024	J	`jnl`	Generating More Pertinent Captions by Leveraging Semantics and Style on Multi-Source Datasets. Int. J. Comput. Vis. Marcella Cornia, Lorenzo Baraldi, Giuseppe Fiameni, Rita Cucchiara
2024	J	`jnl`	Multiclass Unlearning for Image Classification via Weight Filtering. IEEE Intell. Syst. Samuele Poppi, Sara Sarto, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
2024	J	`jnl`	Multimodal-Conditioned Latent Diffusion Models for Fashion Image Editing. CoRR Alberto Baldrati, Davide Morelli, Marcella Cornia, Marco Bertini, Rita Cucchiara
2024	A*	`conf`	Personalized Instance-based Navigation Toward User-Specific Objects in Realistic Environments. NeurIPS Luca Barsellotti, Roberto Bigazzi, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
2024	J	`jnl`	Personalized Instance-based Navigation Toward User-Specific Objects in Realistic Environments. CoRR Luca Barsellotti, Roberto Bigazzi, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
2024	—	`conf`	Personalizing Multimodal Large Language Models for Image Captioning: An Experimental Analysis. ECCV Workshops (22) Davide Bucciarelli, Nicholas Moratelli, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
2024	J	`jnl`	Personalizing Multimodal Large Language Models for Image Captioning: An Experimental Analysis. CoRR Davide Bucciarelli, Nicholas Moratelli, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
2024	—	`conf`	Pixels of Faith: Exploiting Visual Saliency to Detect Religious Image Manipulation. >ECCV Workshops (6) Giuseppe Cartella, Vittorio Cuculo, Marcella Cornia, Marco Papasidero, Federico Ruozzi, Rita Cucchiara
2024	J	`jnl`	Positive-Augmented Contrastive Learning for Vision-and-Language Evaluation and Training. CoRR Sara Sarto, Nicholas Moratelli, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
2024	A	`conf`	Revisiting Image Captioning Training Paradigm via Direct CLIP-based Optimization. BMVC Nicholas Moratelli, Davide Caffagni, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
2024	J	`jnl`	Revisiting Image Captioning Training Paradigm via Direct CLIP-based Optimization. CoRR Nicholas Moratelli, Davide Caffagni, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
2024	—	`conf`	Safe-CLIP: Removing NSFW Concepts from Vision-and-Language Models. ECCV (53) Samuele Poppi, Tobia Poppi, Federico Cocchi, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
2024	J	`jnl`	TPP-Gaze: Modelling Gaze Dynamics in Space and Time with Neural Temporal Point Processes. CoRR Alessandro D'Amelio, Giuseppe Cartella, Vittorio Cuculo, Manuele Lucchi, Marcella Cornia, Rita Cucchiara, Giuseppe Boccignone
2024	J	`jnl`	Talking to DINO: Bridging Self-Supervised Vision Backbones with Language for Open-Vocabulary Segmentation. CoRR Luca Barsellotti, Lorenzo Bianchi, Nicola Messina, Fabio Carrara, Marcella Cornia, Lorenzo Baraldi, Fabrizio Falchi, Rita Cucchiara
2024	J	`jnl`	The (R)Evolution of Multimodal Large Language Models: A Survey. CoRR Davide Caffagni, Federico Cocchi, Luca Barsellotti, Nicholas Moratelli, Sara Sarto, Lorenzo Baraldi, Lorenzo Baraldi, Marcella Cornia, Rita Cucchiara
2024	—	`conf`	The Revolution of Multimodal Large Language Models: A Survey. ACL (Findings) Davide Caffagni, Federico Cocchi, Luca Barsellotti, Nicholas Moratelli, Sara Sarto, Lorenzo Baraldi, Marcella Cornia, Rita Cucchiara
2024	J	`jnl`	Towards Retrieval-Augmented Architectures for Image Captioning. CoRR Sara Sarto, Marcella Cornia, Lorenzo Baraldi, Alessandro Nicolosi, Rita Cucchiara
2024	J	`jnl`	Towards Retrieval-Augmented Architectures for Image Captioning. ACM Trans. Multim. Comput. Commun. Appl. Sara Sarto, Marcella Cornia, Lorenzo Baraldi, Alessandro Nicolosi, Rita Cucchiara
2024	A*	`conf`	Training-Free Open-Vocabulary Segmentation with Offline Diffusion-Augmented Prototype Generation. CVPR Luca Barsellotti, Roberto Amoroso, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
2024	J	`jnl`	Training-Free Open-Vocabulary Segmentation with Offline Diffusion-Augmented Prototype Generation. CoRR Luca Barsellotti, Roberto Amoroso, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
2024	A*	`conf`	Trends, Applications, and Challenges in Human Attention Modelling. IJCAI Giuseppe Cartella, Marcella Cornia, Vittorio Cuculo, Alessandro D'Amelio, Dario Zanca, Giuseppe Boccignone, Rita Cucchiara
2024	J	`jnl`	Trends, Applications, and Challenges in Human Attention Modelling. CoRR Giuseppe Cartella, Marcella Cornia, Vittorio Cuculo, Alessandro D'Amelio, Dario Zanca, Giuseppe Boccignone, Rita Cucchiara
2024	—	`conf`	Unlearning Vision Transformers Without Retaining Data via Low-Rank Decompositions. ICPR (3) Samuele Poppi, Sara Sarto, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
2024	J	`jnl`	Unveiling the Truth: Exploring Human Gaze Patterns in Fake Images. CoRR Giuseppe Cartella, Vittorio Cuculo, Marcella Cornia, Rita Cucchiara
2024	J	`jnl`	Unveiling the Truth: Exploring Human Gaze Patterns in Fake Images. IEEE Signal Process. Lett. Giuseppe Cartella, Vittorio Cuculo, Marcella Cornia, Rita Cucchiara
2024	J	`jnl`	Video Surveillance and Privacy: A Solvable Paradox? Computer Rita Cucchiara, Lorenzo Baraldi, Marcella Cornia, Sara Sarto
2024	—	`conf`	Wiki-LLaVA: Hierarchical Retrieval-Augmented Generation for Multimodal LLMs. CVPR Workshops Davide Caffagni, Federico Cocchi, Nicholas Moratelli, Sara Sarto, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
2024	J	`jnl`	Wiki-LLaVA: Hierarchical Retrieval-Augmented Generation for Multimodal LLMs. CoRR Davide Caffagni, Federico Cocchi, Nicholas Moratelli, Sara Sarto, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
2023	J	`jnl`	Computer Vision in Human Analysis: From Face and Body to Clothes. Sensors Mohamed Daoudi, Roberto Vezzani, Guido Borghi, Claudio Ferrari, Marcella Cornia, Federico Becattini, Andrea Pilzer
2023	A*	`conf`	Embodied Agents for Efficient Exploration and Smart Scene Description. ICRA Roberto Bigazzi, Marcella Cornia, Silvia Cascianelli, Lorenzo Baraldi, Rita Cucchiara
2023	J	`jnl`	Embodied Agents for Efficient Exploration and Smart Scene Description. CoRR Roberto Bigazzi, Marcella Cornia, Silvia Cascianelli, Lorenzo Baraldi, Rita Cucchiara
2023	J	`jnl`	Fashion-Oriented Image Captioning with External Knowledge Retrieval and Fully Attentive Gates. Sensors Nicholas Moratelli, Manuele Barraco, Davide Morelli, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
2023	J	`jnl`	From Show to Tell: A Survey on Deep Learning-Based Image Captioning. IEEE Trans. Pattern Anal. Mach. Intell. Matteo Stefanini, Marcella Cornia, Lorenzo Baraldi, Silvia Cascianelli, Giuseppe Fiameni, Rita Cucchiara
2023	J	`jnl`	Fully-attentive iterative networks for region-based controllable image and video captioning. Comput. Vis. Image Underst. Marcella Cornia, Lorenzo Baraldi, Ayellet Tal, Rita Cucchiara
2023	A*	`conf`	LaDI-VTON: Latent Diffusion Textual-Inversion Enhanced Virtual Try-On. ACM Multimedia Davide Morelli, Alberto Baldrati, Giuseppe Cartella, Marcella Cornia, Marco Bertini, Rita Cucchiara
2023	J	`jnl`	LaDI-VTON: Latent Diffusion Textual-Inversion Enhanced Virtual Try-On. CoRR Davide Morelli, Alberto Baldrati, Giuseppe Cartella, Marcella Cornia, Marco Bertini, Rita Cucchiara
2023	J	`jnl`	Learning to Mask and Permute Visual Tokens for Vision Transformer Pre-Training. CoRR Lorenzo Baraldi, Roberto Amoroso, Marcella Cornia, Lorenzo Baraldi, Andrea Pilzer, Rita Cucchiara
2023	J	`jnl`	Multi-Class Explainable Unlearning for Image Classification via Weight Filtering. CoRR Samuele Poppi, Sara Sarto, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
2023	A*	`conf`	Multimodal Garment Designer: Human-Centric Latent Diffusion Models for Fashion Image Editing. ICCV Alberto Baldrati, Davide Morelli, Giuseppe Cartella, Marcella Cornia, Marco Bertini, Rita Cucchiara
2023	J	`jnl`	Multimodal Garment Designer: Human-Centric Latent Diffusion Models for Fashion Image Editing. CoRR Alberto Baldrati, Davide Morelli, Giuseppe Cartella, Marcella Cornia, Marco Bertini, Rita Cucchiara
2023	—	`conf`	OpenFashionCLIP: Vision-and-Language Contrastive Learning with Open-Source Fashion Data. ICIAP (1) Giuseppe Cartella, Alberto Baldrati, Davide Morelli, Marcella Cornia, Marco Bertini, Rita Cucchiara
2023	J	`jnl`	OpenFashionCLIP: Vision-and-Language Contrastive Learning with Open-Source Fashion Data. CoRR Giuseppe Cartella, Alberto Baldrati, Davide Morelli, Marcella Cornia, Marco Bertini, Rita Cucchiara
2023	J	`jnl`	Parents and Children: Distinguishing Multimodal DeepFakes from Natural Images. CoRR Roberto Amoroso, Davide Morelli, Marcella Cornia, Lorenzo Baraldi, Alberto Del Bimbo, Rita Cucchiara
2023	J	`jnl`	Positive-Augmented Constrastive Learning for Image and Video Captioning Evaluation. CoRR Sara Sarto, Manuele Barraco, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
2023	A*	`conf`	Positive-Augmented Contrastive Learning for Image and Video Captioning Evaluation. CVPR Sara Sarto, Manuele Barraco, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
2023	J	`jnl`	Removing NSFW Concepts from Vision-and-Language Models for Text-to-Image Retrieval and Generation. CoRR Samuele Poppi, Tobia Poppi, Federico Cocchi, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
2023	—	`conf`	SynthCap: Augmenting Transformers with Synthetic Data for Image Captioning. ICIAP (1) Davide Caffagni, Manuele Barraco, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
2023	—	`conf`	Towards Explainable Navigation and Recounting. ICIAP (1) Samuele Poppi, Roberto Bigazzi, Niyati Rawal, Marcella Cornia, Silvia Cascianelli, Lorenzo Baraldi, Rita Cucchiara
2023	—	`conf`	Unveiling the Impact of Image Transformations on Deepfake Detection: An Experimental Analysis. ICIAP (2) Federico Cocchi, Lorenzo Baraldi, Samuele Poppi, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
2023	—	`conf`	Where Research meets Industry: New Challenges and Opportunities at AImageLab. Ital-IA Rita Cucchiara, Lorenzo Baraldi, Simone Calderara, Marcella Cornia, Matteo Fabbri, Costantino Grana, Angelo Porrello, Roberto Vezzani
2023	A*	`conf`	With a Little Help from your own Past: Prototypical Memory Networks for Image Captioning. ICCV Manuele Barraco, Sara Sarto, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
2023	J	`jnl`	With a Little Help from your own Past: Prototypical Memory Networks for Image Captioning. CoRR Manuele Barraco, Sara Sarto, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
2022	C	`conf`	ALADIN: Distilling Fine-grained Alignment Scores for Efficient Image-Text Matching and Retrieval. CBMI Nicola Messina, Matteo Stefanini, Marcella Cornia, Lorenzo Baraldi, Fabrizio Falchi, Giuseppe Amato, Rita Cucchiara
2022	J	`jnl`	ALADIN: Distilling Fine-grained Alignment Scores for Efficient Image-Text Matching and Retrieval. CoRR Nicola Messina, Matteo Stefanini, Marcella Cornia, Lorenzo Baraldi, Fabrizio Falchi, Giuseppe Amato, Rita Cucchiara
2022	J	`jnl`	Boosting Modern and Historical Handwritten Text Recognition with Deformable Convolutions. CoRR Silvia Cascianelli, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
2022	J	`jnl`	Boosting modern and historical handwritten text recognition with deformable convolutions. Int. J. Document Anal. Recognit. Silvia Cascianelli, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
2022	B	`conf`	CaMEL: Mean Teacher Learning for Image Captioning. ICPR Manuele Barraco, Matteo Stefanini, Marcella Cornia, Silvia Cascianelli, Lorenzo Baraldi, Rita Cucchiara
2022	J	`jnl`	CaMEL: Mean Teacher Learning for Image Captioning. CoRR Manuele Barraco, Matteo Stefanini, Marcella Cornia, Silvia Cascianelli, Lorenzo Baraldi, Rita Cucchiara
2022	—	`conf`	Dress Code: High-Resolution Multi-Category Virtual Try-On. CVPR Workshops Davide Morelli, Matteo Fincato, Marcella Cornia, Federico Landi, Fabio Cesari, Rita Cucchiara
2022	J	`jnl`	Dress Code: High-Resolution Multi-Category Virtual Try-On. CoRR Davide Morelli, Matteo Fincato, Marcella Cornia, Federico Landi, Fabio Cesari, Rita Cucchiara
2022	—	`conf`	Dress Code: High-Resolution Multi-category Virtual Try-On. ECCV (8) Davide Morelli, Matteo Fincato, Marcella Cornia, Federico Landi, Fabio Cesari, Rita Cucchiara
2022	—	`conf`	Dual-Branch Collaborative Transformer for Virtual Try-On. CVPR Workshops Emanuele Fenocchi, Davide Morelli, Marcella Cornia, Lorenzo Baraldi, Fabio Cesari, Rita Cucchiara
2022	—	`conf`	Embodied Navigation at the Art Gallery. ICIAP (1) Roberto Bigazzi, Federico Landi, Silvia Cascianelli, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
2022	J	`jnl`	Embodied Navigation at the Art Gallery. CoRR Roberto Bigazzi, Federico Landi, Silvia Cascianelli, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
2022	J	`jnl`	Explaining transformer-based image captioning models: An empirical analysis. AI Commun. Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
2022	J	`jnl`	Focus on Impact: Indoor Exploration With Intrinsic Motivation. IEEE Robotics Autom. Lett. Roberto Bigazzi, Federico Landi, Silvia Cascianelli, Lorenzo Baraldi, Marcella Cornia, Rita Cucchiara
2022	—	`conf`	Investigating Bidimensional Downsampling in Vision Transformer Models. ICIAP (2) Paolo Bruno, Roberto Amoroso, Marcella Cornia, Silvia Cascianelli, Lorenzo Baraldi, Rita Cucchiara
2022	J	`jnl`	Matching Faces and Attributes Between the Artistic and the Real Domain: the PersonArt Approach. ACM Trans. Multim. Comput. Commun. Appl. Marcella Cornia, Matteo Tomei, Lorenzo Baraldi, Rita Cucchiara
2022	C	`conf`	Retrieval-Augmented Transformer for Image Captioning. CBMI Sara Sarto, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
2022	J	`jnl`	Retrieval-Augmented Transformer for Image Captioning. CoRR Sara Sarto, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
2022	B	`conf`	Spot the Difference: A Novel Task for Embodied Agents in Changing Environments. ICPR Federico Landi, Roberto Bigazzi, Marcella Cornia, Silvia Cascianelli, Lorenzo Baraldi, Rita Cucchiara
2022	J	`jnl`	Spot the Difference: A Novel Task for Embodied Agents in Changing Environments. CoRR Federico Landi, Roberto Bigazzi, Marcella Cornia, Silvia Cascianelli, Lorenzo Baraldi, Rita Cucchiara
2022	B	`conf`	The LAM Dataset: A Novel Benchmark for Line-Level Handwritten Text Recognition. ICPR Silvia Cascianelli, Vittorio Pippi, Martin Maarand, Marcella Cornia, Lorenzo Baraldi, Christopher Kermorvant, Rita Cucchiara
2022	J	`jnl`	The LAM Dataset: A Novel Benchmark for Line-Level Handwritten Text Recognition. CoRR Silvia Cascianelli, Vittorio Pippi, Martin Maarand, Marcella Cornia, Lorenzo Baraldi, Christopher Kermorvant, Rita Cucchiara
2022	—	`conf`	The Unreasonable Effectiveness of CLIP Features for Image Captioning: An Experimental Analysis. CVPR Workshops Manuele Barraco, Marcella Cornia, Silvia Cascianelli, Lorenzo Baraldi, Rita Cucchiara
2022	J	`jnl`	Transform, Warp, and Dress: A New Transformation-guided Model for Virtual Try-on. ACM Trans. Multim. Comput. Commun. Appl. Matteo Fincato, Marcella Cornia, Federico Landi, Fabio Cesari, Rita Cucchiara
2021	—	`conf`	FashionSearch++: Improving Consumer-to-Shop Clothes Retrieval with Hard Negatives. IIR Davide Morelli, Marcella Cornia, Rita Cucchiara
2021	J	`jnl`	Focus on Impact: Indoor Exploration with Intrinsic Motivation. CoRR Roberto Bigazzi, Federico Landi, Silvia Cascianelli, Lorenzo Baraldi, Marcella Cornia, Rita Cucchiara
2021	J	`jnl`	From Show to Tell: A Survey on Image Captioning. CoRR Matteo Stefanini, Marcella Cornia, Lorenzo Baraldi, Silvia Cascianelli, Giuseppe Fiameni, Rita Cucchiara
2021	—	`conf`	Learning to Read L'Infinito: Handwritten Text Recognition with Synthetic Training Data. CAIP (2) Silvia Cascianelli, Marcella Cornia, Lorenzo Baraldi, Maria Ludovica Piazzi, Rosiana Schiuma, Rita Cucchiara
2021	B	`conf`	Learning to Select: A Fully Attentive Approach for Novel Object Captioning. ICMR Marco Cagrandi, Marcella Cornia, Matteo Stefanini, Lorenzo Baraldi, Rita Cucchiara
2021	J	`jnl`	Learning to Select: A Fully Attentive Approach for Novel Object Captioning. CoRR Marco Cagrandi, Marcella Cornia, Matteo Stefanini, Lorenzo Baraldi, Rita Cucchiara
2021	J	`jnl`	Multimodal attention networks for low-level vision-and-language navigation. Comput. Vis. Image Underst. Federico Landi, Lorenzo Baraldi, Marcella Cornia, Massimiliano Corsini, Rita Cucchiara
2021	—	`conf`	Out of the Box: Embodied Navigation in the Real World. CAIP (1) Roberto Bigazzi, Federico Landi, Marcella Cornia, Silvia Cascianelli, Lorenzo Baraldi, Rita Cucchiara
2021	J	`jnl`	Out of the Box: Embodied Navigation in the Real World. CoRR Roberto Bigazzi, Federico Landi, Marcella Cornia, Silvia Cascianelli, Lorenzo Baraldi, Rita Cucchiara
2021	J	`jnl`	Revisiting The Evaluation of Class Activation Mapping for Explainability: A Novel Metric and Experimental Analysis. CoRR Samuele Poppi, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
2021	—	`conf`	Revisiting the Evaluation of Class Activation Mapping for Explainability: A Novel Metric and Experimental Analysis. CVPR Workshops Samuele Poppi, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
2021	J	`jnl`	Universal Captioner: Long-Tail Vision-and-Language Model Training through Content-Style Separation. CoRR Marcella Cornia, Lorenzo Baraldi, Giuseppe Fiameni, Rita Cucchiara
2021	J	`jnl`	Working Memory Connections for LSTM. CoRR Federico Landi, Lorenzo Baraldi, Marcella Cornia, Rita Cucchiara
2021	J	`jnl`	Working Memory Connections for LSTM. Neural Networks Federico Landi, Lorenzo Baraldi, Marcella Cornia, Rita Cucchiara
2020	B	`conf`	A Novel Attention-based Aggregation Function to Combine Vision and Language. ICPR Matteo Stefanini, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
2020	J	`jnl`	A Novel Attention-based Aggregation Function to Combine Vision and Language. CoRR Matteo Stefanini, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
2020	J	`jnl`	A unified cycle-consistent neural model for text and image retrieval. Multim. Tools Appl. Marcella Cornia, Lorenzo Baraldi, Hamed R. Tavakoli, Rita Cucchiara
2020	J	`jnl`	Explaining digital humanities by aligning images and textual descriptions. Pattern Recognit. Lett. Marcella Cornia, Matteo Stefanini, Lorenzo Baraldi, Massimiliano Corsini, Rita Cucchiara
2020	B	`conf`	Explore and Explain: Self-supervised Navigation and Recounting. ICPR Roberto Bigazzi, Federico Landi, Marcella Cornia, Silvia Cascianelli, Lorenzo Baraldi, Rita Cucchiara
2020	J	`jnl`	Explore and Explain: Self-supervised Navigation and Recounting. CoRR Roberto Bigazzi, Federico Landi, Marcella Cornia, Silvia Cascianelli, Lorenzo Baraldi, Rita Cucchiara
2020	—	`—`	Imparare a descrivere gli oggetti salienti presenti nelle immagini tramite la visione e il linguaggio. Marcella Cornia
2020	A*	`conf`	Meshed-Memory Transformer for Image Captioning. CVPR Marcella Cornia, Matteo Stefanini, Lorenzo Baraldi, Rita Cucchiara
2020	A*	`conf`	SMArT: Training Shallow Memory-aware Transformers for Robotic Explainability. ICRA Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
2020	B	`conf`	VITON-GT: An Image-based Virtual Try-On Model with Geometric Transformations. ICPR Matteo Fincato, Federico Landi, Marcella Cornia, Fabio Cesari, Rita Cucchiara
2019	A*	`conf`	Art2Real: Unfolding the Reality of Artworks via Semantically-Aware Image-To-Image Translation. CVPR Matteo Tomei, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
2019	—	`conf`	Artpedia: A New Visual-Semantic Dataset with Visual and Contextual Sentences in the Artistic Domain. ICIAP (2) Matteo Stefanini, Marcella Cornia, Lorenzo Baraldi, Massimiliano Corsini, Rita Cucchiara
2019	—	`conf`	Image-to-Image Translation to Unfold the Reality of Artworks: An Empirical Analysis. ICIAP (2) Matteo Tomei, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
2019	J	`jnl`	M CoRR Marcella Cornia, Matteo Stefanini, Lorenzo Baraldi, Rita Cucchiara
2019	J	`jnl`	M-VAD Names: a Dataset for Video Captioning with Naming. CoRR Stefano Pini, Marcella Cornia, Federico Bolelli, Lorenzo Baraldi, Rita Cucchiara
2019	J	`jnl`	M-VAD names: a dataset for video captioning with naming. Multim. Tools Appl. Stefano Pini, Marcella Cornia, Federico Bolelli, Lorenzo Baraldi, Rita Cucchiara
2019	J	`jnl`	Perceive, Transform, and Act: Multi-Modal Attention Networks for Vision-and-Language Navigation. CoRR Federico Landi, Lorenzo Baraldi, Marcella Cornia, Massimiliano Corsini, Rita Cucchiara
2019	J	`jnl`	SMArT: Training Shallow Memory-aware Transformers for Robotic Explainability. CoRR Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
2019	A*	`conf`	Show, Control and Tell: A Framework for Generating Controllable and Grounded Captions. CVPR Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
2018	B	`conf`	Aligning Text and Document Illustrations: Towards Visually Explainable Digital Humanities. ICPR Lorenzo Baraldi, Marcella Cornia, Costantino Grana, Rita Cucchiara
2018	J	`jnl`	Art2Real: Unfolding the Reality of Artworks via Semantically-Aware Image-to-Image Translation. CoRR Matteo Tomei, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
2018	J	`jnl`	Attentive models in vision: Computing saliency maps in the deep learning era. Intelligenza Artificiale Marcella Cornia, Davide Abati, Lorenzo Baraldi, Andrea Palazzi, Simone Calderara, Rita Cucchiara
2018	—	`conf`	Automatic Image Cropping and Selection Using Saliency: An Application to Historical Manuscripts. IRCDL Marcella Cornia, Stefano Pini, Lorenzo Baraldi, Rita Cucchiara
2018	J	`jnl`	Paying More Attention to Saliency: Image Captioning with Saliency and Context Attention. ACM Trans. Multim. Comput. Commun. Appl. Marcella Cornia, Lorenzo Baraldi, Giuseppe Serra, Rita Cucchiara
2018	J	`jnl`	Predicting Human Eye Fixations via an LSTM-Based Saliency Attentive Model. IEEE Trans. Image Process. Marcella Cornia, Lorenzo Baraldi, Giuseppe Serra, Rita Cucchiara
2018	—	`conf`	SAM: Pushing the Limits of Saliency Prediction Models. CVPR Workshops Marcella Cornia, Lorenzo Baraldi, Giuseppe Serra, Rita Cucchiara
2018	J	`jnl`	Show, Control and Tell: A Framework for Generating Controllable and Grounded Captions. CoRR Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
2018	—	`conf`	Towards Cycle-Consistent Models for Text and Image Retrieval. ECCV Workshops (4) Marcella Cornia, Lorenzo Baraldi, Hamed R. Tavakoli, Rita Cucchiara
2018	—	`conf`	Visual-Semantic Alignment Across Domains Using a Semi-Supervised Approach. ECCV Workshops (6) Angelo Carraggi, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
2018	—	`conf`	What Was Monet Seeing While Painting? Translating Artworks to Photo-Realistic Images. ECCV Workshops (2) Matteo Tomei, Lorenzo Baraldi, Marcella Cornia, Rita Cucchiara
2017	—	`conf`	Attentive Models in Vision: Computing Saliency Maps in the Deep Learning Era. AI*IA Marcella Cornia, Davide Abati, Lorenzo Baraldi, Andrea Palazzi, Simone Calderara, Rita Cucchiara
2017	B	`conf`	Modeling multimodal cues in a deep learning-based framework for emotion recognition in the wild. ICMI Stefano Pini, Olfa Ben Ahmed, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara, Benoit Huet
2017	J	`jnl`	Paying More Attention to Saliency: Image Captioning with Saliency and Context Attention. CoRR Marcella Cornia, Lorenzo Baraldi, Giuseppe Serra, Rita Cucchiara
2017	—	`conf`	Towards Video Captioning with Naming: A Novel Dataset and a Multi-modal Approach. ICIAP (2) Stefano Pini, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
2017	—	`conf`	Visual saliency for image captioning in new multimedia services. ICME Workshops Marcella Cornia, Lorenzo Baraldi, Giuseppe Serra, Rita Cucchiara
2016	J	`jnl`	A Deep Multi-Level Network for Saliency Prediction. CoRR Marcella Cornia, Lorenzo Baraldi, Giuseppe Serra, Rita Cucchiara
2016	B	`conf`	A deep multi-level network for saliency prediction. ICPR Marcella Cornia, Lorenzo Baraldi, Giuseppe Serra, Rita Cucchiara
2016	—	`conf`	Multi-level Net: A Visual Saliency Prediction Model. ECCV Workshops (2) Marcella Cornia, Lorenzo Baraldi, Giuseppe Serra, Rita Cucchiara
2016	J	`jnl`	Predicting Human Eye Fixations via an LSTM-based Saliency Attentive Model. CoRR Marcella Cornia, Lorenzo Baraldi, Giuseppe Serra, Rita Cucchiara