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Marcella Cornia
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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
9212020
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
6312018
A Deep Multi-Level Network for Saliency Prediction
M Cornia, L Baraldi, G Serra, R Cucchiara
International Conference on Pattern Recognition, 2016
4022016
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, 2022
2472022
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
1972019
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
1122018
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
1092019
Working Memory Connections for LSTM
F Landi, L Baraldi, M Cornia, R Cucchiara
Neural Networks, 1-23, 2021
742021
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, 1-10, 2021
59*2021
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
532022
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
522017
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
482019
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, 1-10, 2024
37*2024
Explaining Digital Humanities by Aligning Images and Textual Descriptions
M Cornia, M Stefanini, L Baraldi, M Corsini, R Cucchiara
Pattern Recognition Letters 129, 166-172, 2020
372020
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
362022
Aligning Text and Document Illustrations: Towards Visually Explainable Digital Humanities
L Baraldi, M Cornia, C Grana, R Cucchiara
International Conference on Pattern Recognition, 2018
362018
SMArT: Training Shallow Memory-aware Transformers for Robotic Explainability
M Cornia, L Baraldi, R Cucchiara
IEEE International Conference on Robotics and Automation, 2020
332020
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
302021
CaMEL: Mean Teacher Learning for Image Captioning
M Barraco, M Stefanini, M Cornia, S Cascianelli, L Baraldi, R Cucchiara
International Conference on Pattern Recognition, 2022
292022
Visual Saliency for Image Captioning in New Multimedia Services
M Cornia, L Baraldi, G Serra, R Cucchiara
IEEE International Conference on Multimedia and Expo Workshops, 2017
292017
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Articles 1–20