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Marcella Cornia
Marcella Cornia
Associate Professor, University of Modena and Reggio Emilia
Geverifieerd e-mailadres voor unimore.it - Homepage
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Meshed-Memory Transformer for Image Captioning
M Cornia, M Stefanini, L Baraldi, R Cucchiara
IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
12112020
Predicting Human Eye Fixations via an LSTM-based Saliency Attentive Model
M Cornia, L Baraldi, G Serra, R Cucchiara
IEEE Transactions on Image Processing 27 (10), 5142-5154, 2018
7092018
A Deep Multi-Level Network for Saliency Prediction
M Cornia, L Baraldi, G Serra, R Cucchiara
International Conference on Pattern Recognition, 2016
4372016
From Show to Tell: A Survey on Deep Learning-based Image Captioning
M Stefanini, M Cornia, L Baraldi, S Cascianelli, G Fiameni, R Cucchiara
IEEE Transactions on Pattern Analysis and Machine Intelligence 45 (1), 539-559, 2023
3972023
Show, Control and Tell: A Framework for Generating Controllable and Grounded Captions
M Cornia, L Baraldi, R Cucchiara
IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2019
2272019
Working Memory Connections for LSTM
F Landi, L Baraldi, M Cornia, R Cucchiara
Neural Networks 144, 334-341, 2021
1772021
Paying More Attention to Saliency: Image Captioning with Saliency and Context Attention
M Cornia, L Baraldi, G Serra, R Cucchiara
ACM Transactions on Multimedia Computing, Communications, and Applications …, 2018
1252018
Art2Real: Unfolding the Reality of Artworks via Semantically-Aware Image-to-Image Translation
M Tomei, M Cornia, L Baraldi, R Cucchiara
IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2019
1152019
Dress Code: High-Resolution Multi-Category Virtual Try-On
D Morelli, M Fincato, M Cornia, F Landi, F Cesari, R Cucchiara
European Conference on Computer Vision, 2022
1132022
LaDI-VTON: Latent Diffusion Textual-Inversion Enhanced Virtual Try-On
D Morelli, A Baldrati, G Cartella, M Cornia, M Bertini, R Cucchiara
ACM International Conference on Multimedia, 2023
972023
The Unreasonable Effectiveness of CLIP Features for Image Captioning: an Experimental Analysis
M Barraco, M Cornia, S Cascianelli, L Baraldi, R Cucchiara
IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022
882022
Multimodal Attention Networks for Low-Level Vision-and-Language Navigation
F Landi, L Baraldi, M Cornia, M Corsini, R Cucchiara
Computer Vision and Image Understanding 210, 103255, 2021
712021
Multimodal Garment Designer: Human-Centric Latent Diffusion Models for Fashion Image Editing
A Baldrati, D Morelli, G Cartella, M Cornia, M Bertini, R Cucchiara
IEEE/CVF International Conference on Computer Vision, 2023
652023
Artpedia: A New Visual-Semantic Dataset with Visual and Contextual Sentences in the Artistic Domain
M Stefanini, M Cornia, L Baraldi, M Corsini, R Cucchiara
International Conference on Image Analysis and Processing, 2019
612019
Revisiting The Evaluation of Class Activation Mapping for Explainability: A Novel Metric and Experimental Analysis
S Poppi, M Cornia, L Baraldi, R Cucchiara
IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2021
602021
Positive-Augmented Contrastive Learning for Image and Video Captioning Evaluation
S Sarto, M Barraco, M Cornia, L Baraldi, R Cucchiara
IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
562023
Modeling Multimodal Cues in a Deep Learning-based Framework for Emotion Recognition in the Wild
S Pini, OB Ahmed, M Cornia, L Baraldi, R Cucchiara, B Huet
ACM International Conference on Multimodal Interaction, 2017
562017
Retrieval-Augmented Transformer for Image Captioning
S Sarto, M Cornia, L Baraldi, R Cucchiara
International Conference on Content-based Multimedia Indexing, 2022
522022
The Revolution of Multimodal Large Language Models: A Survey
D Caffagni, F Cocchi, L Barsellotti, N Moratelli, S Sarto, L Baraldi, ...
Annual Meeting of the Association for Computational Linguistics, 2024
442024
Generating More Pertinent Captions by Leveraging Semantics and Style on Multi-Source Datasets
M Cornia, L Baraldi, G Fiameni, R Cucchiara
International Journal of Computer Vision 132, 1701-1720, 2023
40*2023
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