Marcella Cornia

ORCID

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 114

Top Venues

Publications

Luca Barsellotti, Roberto Amoroso, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
Training-Free Open-Vocabulary Segmentation with Offline Diffusion-Augmented Prototype Generation. CoRR (2024)
Rita Cucchiara, Lorenzo Baraldi, Marcella Cornia, Sara Sarto
Video Surveillance and Privacy: A Solvable Paradox? Computer 57 (3) (2024)
Sara Sarto, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
BRIDGE: Bridging Gaps in Image Captioning Evaluation with Stronger Visual Cues. CoRR (2024)
Giuseppe Cartella, Marcella Cornia, Vittorio Cuculo, Alessandro D'Amelio, Dario Zanca, Giuseppe Boccignone, Rita Cucchiara
Trends, Applications, and Challenges in Human Attention Modelling. CoRR (2024)
Nicholas Moratelli, Manuele Barraco, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
Are Learnable Prompts the Right Way of Prompting? Adapting Vision-and-Language Models with Memory Optimization. IEEE Intell. Syst. 39 (3) (2024)
Davide Caffagni, Federico Cocchi, Nicholas Moratelli, Sara Sarto, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
Wiki-LLaVA: Hierarchical Retrieval-Augmented Generation for Multimodal LLMs. CoRR (2024)
Alberto Baldrati, Davide Morelli, Marcella Cornia, Marco Bertini, Rita Cucchiara
Multimodal-Conditioned Latent Diffusion Models for Fashion Image Editing. CoRR (2024)
Davide Caffagni, Federico Cocchi, Luca Barsellotti, Nicholas Moratelli, Sara Sarto, Lorenzo Baraldi, Lorenzo Baraldi, Marcella Cornia, Rita Cucchiara
The (R)Evolution of Multimodal Large Language Models: A Survey. CoRR (2024)
Lorenzo Baraldi, Federico Cocchi, Marcella Cornia, Lorenzo Baraldi, Alessandro Nicolosi, Rita Cucchiara
Contrasting Deepfakes Diffusion via Contrastive Learning and Global-Local Similarities. CoRR (2024)
Giuseppe Cartella, Vittorio Cuculo, Marcella Cornia, Rita Cucchiara
Unveiling the Truth: Exploring Human Gaze Patterns in Fake Images. CoRR (2024)
Giuseppe Cartella, Vittorio Cuculo, Marcella Cornia, Rita Cucchiara
Unveiling the Truth: Exploring Human Gaze Patterns in Fake Images. IEEE Signal Process. Lett. 31 (2024)
Marcella Cornia, Lorenzo Baraldi, Giuseppe Fiameni, Rita Cucchiara
Generating More Pertinent Captions by Leveraging Semantics and Style on Multi-Source Datasets. Int. J. Comput. Vis. 132 (5) (2024)
Davide Caffagni, Federico Cocchi, Luca Barsellotti, Nicholas Moratelli, Sara Sarto, Lorenzo Baraldi, Marcella Cornia, Rita Cucchiara
The Revolution of Multimodal Large Language Models: A Survey. ACL (Findings) (2024)
Sara Sarto, Marcella Cornia, Lorenzo Baraldi, Alessandro Nicolosi, Rita Cucchiara
Towards Retrieval-Augmented Architectures for Image Captioning. CoRR (2024)
Davide Caffagni, Manuele Barraco, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
SynthCap: Augmenting Transformers with Synthetic Data for Image Captioning. ICIAP (1) (2023)
Samuele Poppi, Roberto Bigazzi, Niyati Rawal, Marcella Cornia, Silvia Cascianelli, Lorenzo Baraldi, Rita Cucchiara
Towards Explainable Navigation and Recounting. ICIAP (1) (2023)
Roberto Amoroso, Davide Morelli, Marcella Cornia, Lorenzo Baraldi, Alberto Del Bimbo, Rita Cucchiara
Parents and Children: Distinguishing Multimodal DeepFakes from Natural Images. CoRR (2023)
Lorenzo Baraldi, Roberto Amoroso, Marcella Cornia, Lorenzo Baraldi, Andrea Pilzer, Rita Cucchiara
Learning to Mask and Permute Visual Tokens for Vision Transformer Pre-Training. CoRR (2023)
Giuseppe Cartella, Alberto Baldrati, Davide Morelli, Marcella Cornia, Marco Bertini, Rita Cucchiara
OpenFashionCLIP: Vision-and-Language Contrastive Learning with Open-Source Fashion Data. CoRR (2023)
Davide Morelli, Alberto Baldrati, Giuseppe Cartella, Marcella Cornia, Marco Bertini, Rita Cucchiara
LaDI-VTON: Latent Diffusion Textual-Inversion Enhanced Virtual Try-On. ACM Multimedia (2023)
Sara Sarto, Manuele Barraco, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
Positive-Augmented Contrastive Learning for Image and Video Captioning Evaluation. CVPR (2023)
Rita Cucchiara, Lorenzo Baraldi, Simone Calderara, Marcella Cornia, Matteo Fabbri, Costantino Grana, Angelo Porrello, Roberto Vezzani
Where Research meets Industry: New Challenges and Opportunities at AImageLab. Ital-IA (2023)
Manuele Barraco, Sara Sarto, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
With a Little Help from your own Past: Prototypical Memory Networks for Image Captioning. ICCV (2023)
Roberto Bigazzi, Marcella Cornia, Silvia Cascianelli, Lorenzo Baraldi, Rita Cucchiara
Embodied Agents for Efficient Exploration and Smart Scene Description. ICRA (2023)
Alberto Baldrati, Davide Morelli, Giuseppe Cartella, Marcella Cornia, Marco Bertini, Rita Cucchiara
Multimodal Garment Designer: Human-Centric Latent Diffusion Models for Fashion Image Editing. ICCV (2023)
Nicholas Moratelli, Manuele Barraco, Davide Morelli, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
Fashion-Oriented Image Captioning with External Knowledge Retrieval and Fully Attentive Gates. Sensors 23 (3) (2023)
Alberto Baldrati, Davide Morelli, Giuseppe Cartella, Marcella Cornia, Marco Bertini, Rita Cucchiara
Multimodal Garment Designer: Human-Centric Latent Diffusion Models for Fashion Image Editing. CoRR (2023)
Roberto Bigazzi, Marcella Cornia, Silvia Cascianelli, Lorenzo Baraldi, Rita Cucchiara
Embodied Agents for Efficient Exploration and Smart Scene Description. CoRR (2023)
Manuele Barraco, Sara Sarto, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
With a Little Help from your own Past: Prototypical Memory Networks for Image Captioning. CoRR (2023)
Matteo Stefanini, Marcella Cornia, Lorenzo Baraldi, Silvia Cascianelli, Giuseppe Fiameni, Rita Cucchiara
From Show to Tell: A Survey on Deep Learning-Based Image Captioning. IEEE Trans. Pattern Anal. Mach. Intell. 45 (1) (2023)
Davide Morelli, Alberto Baldrati, Giuseppe Cartella, Marcella Cornia, Marco Bertini, Rita Cucchiara
LaDI-VTON: Latent Diffusion Textual-Inversion Enhanced Virtual Try-On. CoRR (2023)
Marcella Cornia, Lorenzo Baraldi, Ayellet Tal, Rita Cucchiara
Fully-attentive iterative networks for region-based controllable image and video captioning. Comput. Vis. Image Underst. 237 (2023)
Giuseppe Cartella, Alberto Baldrati, Davide Morelli, Marcella Cornia, Marco Bertini, Rita Cucchiara
OpenFashionCLIP: Vision-and-Language Contrastive Learning with Open-Source Fashion Data. ICIAP (1) (2023)
Samuele Poppi, Tobia Poppi, Federico Cocchi, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
Removing NSFW Concepts from Vision-and-Language Models for Text-to-Image Retrieval and Generation. CoRR (2023)
Samuele Poppi, Sara Sarto, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
Multi-Class Explainable Unlearning for Image Classification via Weight Filtering. CoRR (2023)
Mohamed Daoudi, Roberto Vezzani, Guido Borghi, Claudio Ferrari, Marcella Cornia, Federico Becattini, Andrea Pilzer
Computer Vision in Human Analysis: From Face and Body to Clothes. Sensors 23 (12) (2023)
Federico Cocchi, Lorenzo Baraldi, Samuele Poppi, Marcella Cornia, Rita Cucchiara
Unveiling the Impact of Image Transformations on Deepfake Detection: An Experimental Analysis. ICIAP (2) (2023)
Sara Sarto, Manuele Barraco, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
Positive-Augmented Constrastive Learning for Image and Video Captioning Evaluation. CoRR (2023)
Sara Sarto, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
Retrieval-Augmented Transformer for Image Captioning. CBMI (2022)
Roberto Bigazzi, Federico Landi, Silvia Cascianelli, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
Embodied Navigation at the Art Gallery. CoRR (2022)
Marcella Cornia, Matteo Tomei, Lorenzo Baraldi, Rita Cucchiara
Matching Faces and Attributes Between the Artistic and the Real Domain: the PersonArt Approach. ACM Trans. Multim. Comput. Commun. Appl. 18 (3) (2022)
Matteo Fincato, Marcella Cornia, Federico Landi, Fabio Cesari, Rita Cucchiara
Transform, Warp, and Dress: A New Transformation-guided Model for Virtual Try-on. ACM Trans. Multim. Comput. Commun. Appl. 18 (2) (2022)
Manuele Barraco, Marcella Cornia, Silvia Cascianelli, Lorenzo Baraldi, Rita Cucchiara
The Unreasonable Effectiveness of CLIP Features for Image Captioning: An Experimental Analysis. CVPR Workshops (2022)
Paolo Bruno, Roberto Amoroso, Marcella Cornia, Silvia Cascianelli, Lorenzo Baraldi, Rita Cucchiara
Investigating Bidimensional Downsampling in Vision Transformer Models. ICIAP (2) (2022)
Manuele Barraco, Matteo Stefanini, Marcella Cornia, Silvia Cascianelli, Lorenzo Baraldi, Rita Cucchiara
CaMEL: Mean Teacher Learning for Image Captioning. CoRR (2022)
Federico Landi, Roberto Bigazzi, Marcella Cornia, Silvia Cascianelli, Lorenzo Baraldi, Rita Cucchiara
Spot the Difference: A Novel Task for Embodied Agents in Changing Environments. CoRR (2022)
Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
Explaining transformer-based image captioning models: An empirical analysis. AI Commun. 35 (2) (2022)
Davide Morelli, Matteo Fincato, Marcella Cornia, Federico Landi, Fabio Cesari, Rita Cucchiara
Dress Code: High-Resolution Multi-Category Virtual Try-On. CVPR Workshops (2022)
Silvia Cascianelli, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
Boosting modern and historical handwritten text recognition with deformable convolutions. Int. J. Document Anal. Recognit. 25 (3) (2022)
Roberto Bigazzi, Federico Landi, Silvia Cascianelli, Lorenzo Baraldi, Marcella Cornia, Rita Cucchiara
Focus on Impact: Indoor Exploration With Intrinsic Motivation. IEEE Robotics Autom. Lett. 7 (2) (2022)
Manuele Barraco, Matteo Stefanini, Marcella Cornia, Silvia Cascianelli, Lorenzo Baraldi, Rita Cucchiara
CaMEL: Mean Teacher Learning for Image Captioning. ICPR (2022)
Silvia Cascianelli, Vittorio Pippi, Martin Maarand, Marcella Cornia, Lorenzo Baraldi, Christopher Kermorvant, Rita Cucchiara
The LAM Dataset: A Novel Benchmark for Line-Level Handwritten Text Recognition. CoRR (2022)
Federico Landi, Roberto Bigazzi, Marcella Cornia, Silvia Cascianelli, Lorenzo Baraldi, Rita Cucchiara
Spot the Difference: A Novel Task for Embodied Agents in Changing Environments. ICPR (2022)
Nicola Messina, Matteo Stefanini, Marcella Cornia, Lorenzo Baraldi, Fabrizio Falchi, Giuseppe Amato, Rita Cucchiara
ALADIN: Distilling Fine-grained Alignment Scores for Efficient Image-Text Matching and Retrieval. CBMI (2022)
Davide Morelli, Matteo Fincato, Marcella Cornia, Federico Landi, Fabio Cesari, Rita Cucchiara
Dress Code: High-Resolution Multi-Category Virtual Try-On. CoRR (2022)
Emanuele Fenocchi, Davide Morelli, Marcella Cornia, Lorenzo Baraldi, Fabio Cesari, Rita Cucchiara
Dual-Branch Collaborative Transformer for Virtual Try-On. CVPR Workshops (2022)
Sara Sarto, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
Retrieval-Augmented Transformer for Image Captioning. CoRR (2022)
Silvia Cascianelli, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
Boosting Modern and Historical Handwritten Text Recognition with Deformable Convolutions. CoRR (2022)
Silvia Cascianelli, Vittorio Pippi, Martin Maarand, Marcella Cornia, Lorenzo Baraldi, Christopher Kermorvant, Rita Cucchiara
The LAM Dataset: A Novel Benchmark for Line-Level Handwritten Text Recognition. ICPR (2022)
Roberto Bigazzi, Federico Landi, Silvia Cascianelli, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
Embodied Navigation at the Art Gallery. ICIAP (1) (2022)
Davide Morelli, Matteo Fincato, Marcella Cornia, Federico Landi, Fabio Cesari, Rita Cucchiara
Dress Code: High-Resolution Multi-category Virtual Try-On. ECCV (8) (2022)
Nicola Messina, Matteo Stefanini, Marcella Cornia, Lorenzo Baraldi, Fabrizio Falchi, Giuseppe Amato, Rita Cucchiara
ALADIN: Distilling Fine-grained Alignment Scores for Efficient Image-Text Matching and Retrieval. CoRR (2022)
Federico Landi, Lorenzo Baraldi, Marcella Cornia, Rita Cucchiara
Working Memory Connections for LSTM. CoRR (2021)
Silvia Cascianelli, Marcella Cornia, Lorenzo Baraldi, Maria Ludovica Piazzi, Rosiana Schiuma, Rita Cucchiara
Learning to Read L'Infinito: Handwritten Text Recognition with Synthetic Training Data. CAIP (2) (2021)
Roberto Bigazzi, Federico Landi, Marcella Cornia, Silvia Cascianelli, Lorenzo Baraldi, Rita Cucchiara
Out of the Box: Embodied Navigation in the Real World. CAIP (1) (2021)
Roberto Bigazzi, Federico Landi, Marcella Cornia, Silvia Cascianelli, Lorenzo Baraldi, Rita Cucchiara
Out of the Box: Embodied Navigation in the Real World. CoRR (2021)
Samuele Poppi, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
Revisiting the Evaluation of Class Activation Mapping for Explainability: A Novel Metric and Experimental Analysis. CVPR Workshops (2021)
Samuele Poppi, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
Revisiting The Evaluation of Class Activation Mapping for Explainability: A Novel Metric and Experimental Analysis. CoRR (2021)
Federico Landi, Lorenzo Baraldi, Marcella Cornia, Massimiliano Corsini, Rita Cucchiara
Multimodal attention networks for low-level vision-and-language navigation. Comput. Vis. Image Underst. 210 (2021)
Marcella Cornia, Lorenzo Baraldi, Giuseppe Fiameni, Rita Cucchiara
Universal Captioner: Long-Tail Vision-and-Language Model Training through Content-Style Separation. CoRR (2021)
Roberto Bigazzi, Federico Landi, Silvia Cascianelli, Lorenzo Baraldi, Marcella Cornia, Rita Cucchiara
Focus on Impact: Indoor Exploration with Intrinsic Motivation. CoRR (2021)
Marco Cagrandi, Marcella Cornia, Matteo Stefanini, Lorenzo Baraldi, Rita Cucchiara
Learning to Select: A Fully Attentive Approach for Novel Object Captioning. CoRR (2021)
Davide Morelli, Marcella Cornia, Rita Cucchiara
FashionSearch++: Improving Consumer-to-Shop Clothes Retrieval with Hard Negatives. IIR (2021)
Matteo Stefanini, Marcella Cornia, Lorenzo Baraldi, Silvia Cascianelli, Giuseppe Fiameni, Rita Cucchiara
From Show to Tell: A Survey on Image Captioning. CoRR (2021)
Federico Landi, Lorenzo Baraldi, Marcella Cornia, Rita Cucchiara
Working Memory Connections for LSTM. Neural Networks 144 (2021)
Marco Cagrandi, Marcella Cornia, Matteo Stefanini, Lorenzo Baraldi, Rita Cucchiara
Learning to Select: A Fully Attentive Approach for Novel Object Captioning. ICMR (2021)
Matteo Stefanini, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
A Novel Attention-based Aggregation Function to Combine Vision and Language. CoRR (2020)
Roberto Bigazzi, Federico Landi, Marcella Cornia, Silvia Cascianelli, Lorenzo Baraldi, Rita Cucchiara
Explore and Explain: Self-supervised Navigation and Recounting. ICPR (2020)
Marcella Cornia, Lorenzo Baraldi, Hamed R. Tavakoli, Rita Cucchiara
A unified cycle-consistent neural model for text and image retrieval. Multim. Tools Appl. 79 (35-36) (2020)
Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
SMArT: Training Shallow Memory-aware Transformers for Robotic Explainability. ICRA (2020)
Marcella Cornia, Matteo Stefanini, Lorenzo Baraldi, Massimiliano Corsini, Rita Cucchiara
Explaining digital humanities by aligning images and textual descriptions. Pattern Recognit. Lett. 129 (2020)
Roberto Bigazzi, Federico Landi, Marcella Cornia, Silvia Cascianelli, Lorenzo Baraldi, Rita Cucchiara
Explore and Explain: Self-supervised Navigation and Recounting. CoRR (2020)
Matteo Fincato, Federico Landi, Marcella Cornia, Fabio Cesari, Rita Cucchiara
VITON-GT: An Image-based Virtual Try-On Model with Geometric Transformations. ICPR (2020)
Matteo Stefanini, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
A Novel Attention-based Aggregation Function to Combine Vision and Language. ICPR (2020)
Marcella Cornia, Matteo Stefanini, Lorenzo Baraldi, Rita Cucchiara
Meshed-Memory Transformer for Image Captioning. CVPR (2020)
Stefano Pini, Marcella Cornia, Federico Bolelli, Lorenzo Baraldi, Rita Cucchiara
M-VAD Names: a Dataset for Video Captioning with Naming. CoRR (2019)
Matteo Tomei, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
Art2Real: Unfolding the Reality of Artworks via Semantically-Aware Image-To-Image Translation. CVPR (2019)
Marcella Cornia, Matteo Stefanini, Lorenzo Baraldi, Rita Cucchiara
: Meshed-Memory Transformer for Image Captioning. CoRR (2019)
Federico Landi, Lorenzo Baraldi, Marcella Cornia, Massimiliano Corsini, Rita Cucchiara
Perceive, Transform, and Act: Multi-Modal Attention Networks for Vision-and-Language Navigation. CoRR (2019)
Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
SMArT: Training Shallow Memory-aware Transformers for Robotic Explainability. CoRR (2019)
Matteo Tomei, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
Image-to-Image Translation to Unfold the Reality of Artworks: An Empirical Analysis. ICIAP (2) (2019)
Matteo Stefanini, Marcella Cornia, Lorenzo Baraldi, Massimiliano Corsini, Rita Cucchiara
Artpedia: A New Visual-Semantic Dataset with Visual and Contextual Sentences in the Artistic Domain. ICIAP (2) (2019)
Stefano Pini, Marcella Cornia, Federico Bolelli, Lorenzo Baraldi, Rita Cucchiara
M-VAD names: a dataset for video captioning with naming. Multim. Tools Appl. 78 (10) (2019)
Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
Show, Control and Tell: A Framework for Generating Controllable and Grounded Captions. CVPR (2019)
Marcella Cornia, Davide Abati, Lorenzo Baraldi, Andrea Palazzi, Simone Calderara, Rita Cucchiara
Attentive models in vision: Computing saliency maps in the deep learning era. Intelligenza Artificiale 12 (2) (2018)
Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
Show, Control and Tell: A Framework for Generating Controllable and Grounded Captions. CoRR (2018)
Matteo Tomei, Lorenzo Baraldi, Marcella Cornia, Rita Cucchiara
What Was Monet Seeing While Painting? Translating Artworks to Photo-Realistic Images. ECCV Workshops (2) (2018)
Marcella Cornia, Lorenzo Baraldi, Giuseppe Serra, Rita Cucchiara
Paying More Attention to Saliency: Image Captioning with Saliency and Context Attention. ACM Trans. Multim. Comput. Commun. Appl. 14 (2) (2018)
Marcella Cornia, Lorenzo Baraldi, Hamed R. Tavakoli, Rita Cucchiara
Towards Cycle-Consistent Models for Text and Image Retrieval. ECCV Workshops (4) (2018)
Matteo Tomei, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
Art2Real: Unfolding the Reality of Artworks via Semantically-Aware Image-to-Image Translation. CoRR (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Marcella Cornia