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Marcella Cornia
Marcella Cornia
Tenure-Track Assistant Professor, University of Modena and Reggio Emilia
Verified email at unimore.it - Homepage
Title
Cited by
Cited by
Year
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
4662018
Meshed-Memory Transformer for Image Captioning
M Cornia, M Stefanini, L Baraldi, R Cucchiara
IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
3682020
A Deep Multi-Level Network for Saliency Prediction
M Cornia, L Baraldi, G Serra, R Cucchiara
International Conference on Pattern Recognition, 2016
3242016
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
1032019
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
802019
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
762018
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
362017
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
33*2021
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
262019
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
252020
Aligning Text and Document Illustrations: Towards Visually Explainable Digital Humanities
L Baraldi, M Cornia, C Grana, R Cucchiara
International Conference on Pattern Recognition, 2018
252018
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
232017
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
22*2022
M-VAD Names: A Dataset for Video Captioning with Naming
S Pini, M Cornia, F Bolelli, L Baraldi, R Cucchiara
Multimedia Tools and Applications 78 (10), 14007-14027, 2019
212019
Multi-Level Net: A Visual Saliency Prediction Model
M Cornia, L Baraldi, G Serra, R Cucchiara
European Conference on Computer Vision Workshops, 2016
202016
SAM: Pushing the Limits of Saliency Prediction Models
M Cornia, L Baraldi, G Serra, R Cucchiara
IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2018
172018
Working Memory Connections for LSTM
F Landi, L Baraldi, M Cornia, R Cucchiara
Neural Networks, 1-23, 2021
162021
SMArT: Training Shallow Memory-aware Transformers for Robotic Explainability
M Cornia, L Baraldi, R Cucchiara
IEEE International Conference on Robotics and Automation, 2020
152020
Visual-Semantic Alignment Across Domains Using a Semi-Supervised Approach
A Carraggi, M Cornia, L Baraldi, R Cucchiara
European Conference on Computer Vision Workshops, 2018
112018
VITON-GT: An Image-based Virtual Try-On Model with Geometric Transformations
M Fincato, F Landi, M Cornia, F Cesari, R Cucchiara
International Conference on Pattern Recognition, 2020
102020
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