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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
Meshed-Memory Transformer for Image Captioning
M Cornia, M Stefanini, L Baraldi, R Cucchiara
IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
6732020
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
5662018
A Deep Multi-Level Network for Saliency Prediction
M Cornia, L Baraldi, G Serra, R Cucchiara
International Conference on Pattern Recognition, 2016
3712016
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
1552019
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
1142022
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
992019
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
952018
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
49*2021
Working Memory Connections for LSTM
F Landi, L Baraldi, M Cornia, R Cucchiara
Neural Networks, 1-23, 2021
452021
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
402017
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
372019
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
332020
Aligning Text and Document Illustrations: Towards Visually Explainable Digital Humanities
L Baraldi, M Cornia, C Grana, R Cucchiara
International Conference on Pattern Recognition, 2018
322018
SMArT: Training Shallow Memory-aware Transformers for Robotic Explainability
M Cornia, L Baraldi, R Cucchiara
IEEE International Conference on Robotics and Automation, 2020
272020
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
262017
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
232019
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
232018
Multi-Level Net: A Visual Saliency Prediction Model
M Cornia, L Baraldi, G Serra, R Cucchiara
European Conference on Computer Vision Workshops, 2016
232016
Universal Captioner: Inducing Content-Style Separation in Vision-and-Language Model Training
M Cornia, L Baraldi, G Fiameni, R Cucchiara
arXiv preprint arXiv:2111.12727, 2022
192022
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
192022
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