Davide Morelli
Position at AImageLab:
PhD StudentDipartimento di Ingegneria "Enzo Ferrari", Modena Italy
Email:
davide_DOT_morelli_AT_unimore_DOT_itPhone:
+39-059-2058771Davide Morelli
Research Projects
- YNAP Artificial Intelligence Lab@UNIMORE
- CRoss-modal understanding and gEnerATIon of Visual and tExtual content
Research Activities
Publications
| 1 |
Sanguigni, Fulvio; Morelli, Davide; Cornia, Marcella; Cucchiara, Rita
"Fashion-RAG: Multimodal Fashion Image Editing via Retrieval-Augmented Generation"
Proceedings of the International Joint Conference on Neural Networks,
Rome, Italy,
June 30-July 5, 2025,
2025
Conference
|
| 2 |
Amoroso, Roberto; Morelli, Davide; Cornia, Marcella; Baraldi, Lorenzo; Del Bimbo, Alberto; Cucchiara, Rita
"Parents and Children: Distinguishing Multimodal DeepFakes from Natural Images"
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING, COMMUNICATIONS AND APPLICATIONS,
vol. 21,
pp. 1
-22
,
2024
| DOI: 10.1145/3665497
Journal
|
| 3 |
Moratelli, Nicholas; Barraco, Manuele; Morelli, Davide; Cornia, Marcella; Baraldi, Lorenzo; Cucchiara, Rita
"Fashion-Oriented Image Captioning with External Knowledge Retrieval and Fully Attentive Gates"
SENSORS,
vol. 23,
pp. 1
-16
,
2023
| DOI: 10.3390/s23031286
Journal
|
| 4 |
Cartella, Giuseppe; Baldrati, Alberto; Morelli, Davide; Cornia, Marcella; Bertini, Marco; Cucchiara, Rita
"OpenFashionCLIP: Vision-and-Language Contrastive Learning with Open-Source Fashion Data"
Proceedings of the 22nd International Conference on Image Analysis and Processing,
vol. 14233,
Udine, Italy,
pp. 245
-256
,
September 11-15, 2023,
2023
| DOI: 10.1007/978-3-031-43148-7_21
Conference
|
| 5 |
Baldrati, Alberto; Morelli, Davide; Cartella, Giuseppe; Cornia, Marcella; Bertini, Marco; Cucchiara, Rita
"Multimodal Garment Designer: Human-Centric Latent Diffusion Models for Fashion Image Editing"
Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV 2023),
Paris, France,
pp. 23336
-23345
,
October 2-6, 2023,
2023
| DOI: 10.1109/ICCV51070.2023.02138
Conference
|
| 6 |
Morelli, Davide; Baldrati, Alberto; Cartella, Giuseppe; Cornia, Marcella; Bertini, Marco; Cucchiara, Rita
"LaDI-VTON: Latent Diffusion Textual-Inversion Enhanced Virtual Try-On"
MM 2023 - Proceedings of the 31st ACM International Conference on Multimedia,
Ottawa, Canada,
pp. 8580
-8589
,
October 29-November 3, 2023,
2023
| DOI: 10.1145/3581783.3612137
Conference
|
| 7 |
Morelli, Davide; Fincato, Matteo; Cornia, Marcella; Landi, Federico; Cesari, Fabio; Cucchiara, Rita
"Dress Code: High-Resolution Multi-Category Virtual Try-On"
Proceeding of the European Conference on Computer Vision (Lecture Notes in Computer Science),
vol. 13668,
Tel Aviv,
pp. 345
-362
,
October 23-27, 2022,
2022
| DOI: 10.1007/978-3-031-20074-8_20
Conference
|
| 8 |
Fenocchi, Emanuele; Morelli, Davide; Cornia, Marcella; Baraldi, Lorenzo; Cesari, Fabio; Cucchiara, Rita
"Dual-Branch Collaborative Transformer for Virtual Try-On"
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops,
vol. 2022-,
New Orleans, Louisiana,
pp. 2246
-2250
,
June 19-24, 2022,
2022
| DOI: 10.1109/CVPRW56347.2022.00246
Conference
|
| 9 |
Morelli, Davide; Fincato, Matteo; Cornia, Marcella; Landi, Federico; Cesari, Fabio; Cucchiara, Rita
"Dress Code: High-Resolution Multi-Category Virtual Try-On"
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops,
vol. 2022-,
New Orleans, Louisiana,
pp. 2230
-2234
,
June 19-24, 2022,
2022
| DOI: 10.1109/CVPRW56347.2022.00243
Conference
|
| 10 |
Morelli, Davide; Cornia, Marcella; Cucchiara, Rita
"FashionSearch++: Improving Consumer-to-Shop Clothes Retrieval with Hard Negatives"
Proceedings of the 11th Italian Information Retrieval Workshop, IIR 2021,
vol. 2947,
Bari, Italy,
September 13-15, 2021,
2021
Conference
|