Alberto Baldrati

According to our database, Alberto Baldrati authored at least 18 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Multimodal-Conditioned Latent Diffusion Models for Fashion Image Editing.

Alberto Baldrati, Davide Morelli, Marcella Cornia, Marco Bertini, Rita Cucchiara

ACM Trans. Multim. Comput. Commun. Appl., April, 2026

VISion On Request: Enhanced VLLM efficiency with sparse, dynamically selected, vision-language interactions.

Adrian Bulat, Alberto Baldrati, Ioannis Maniadis Metaxas, Yassine Ouali, Georgios Tzimiropoulos

CoRR, March, 2026

More Images, More Problems? A Controlled Analysis of VLM Failure Modes.

Anurag Das, Adrian Bulat, Alberto Baldrati, Ioannis Maniadis Metaxas, Bernt Schiele, Georgios Tzimiropoulos, Brais Martínez

CoRR, January, 2026

2025

iSEARLE: Improving Textual Inversion for Zero-Shot Composed Image Retrieval.

Lorenzo Agnolucci, Alberto Baldrati, Alberto Del Bimbo, Marco Bertini

IEEE Trans. Pattern Anal. Mach. Intell., November, 2025

Cross the Gap: Exposing the Intra-modal Misalignment in CLIP via Modality Inversion.

Marco Mistretta, Alberto Baldrati, Lorenzo Agnolucci, Marco Bertini, Andrew D. Bagdanov

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Composed Image Retrieval using Contrastive Learning and Task-oriented CLIP-based Features.

Alberto Baldrati, Marco Bertini, Tiberio Uricchio, Alberto Del Bimbo

ACM Trans. Multim. Comput. Commun. Appl., March, 2024

Improving Zero-Shot Generalization of Learned Prompts via Unsupervised Knowledge Distillation.

Marco Mistretta, Alberto Baldrati, Marco Bertini, Andrew D. Bagdanov

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

Exploiting CLIP-based Multi-modal Approach for Artwork Classification and Retrieval.

Alberto Baldrati, Marco Bertini, Tiberio Uricchio, Alberto Del Bimbo

CoRR, 2023

LaDI-VTON: Latent Diffusion Textual-Inversion Enhanced Virtual Try-On.

Davide Morelli, Alberto Baldrati, Giuseppe Cartella, Marcella Cornia, Marco Bertini, Rita Cucchiara

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Zero-Shot Image Retrieval with Human Feedback.

Lorenzo Agnolucci, Alberto Baldrati, Marco Bertini, Alberto Del Bimbo

Proceedings of the 31st ACM International Conference on Multimedia, 2023

OpenFashionCLIP: Vision-and-Language Contrastive Learning with Open-Source Fashion Data.

Giuseppe Cartella, Alberto Baldrati, Davide Morelli, Marcella Cornia, Marco Bertini, Rita Cucchiara

Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023

Mapping Memes to Words for Multimodal Hateful Meme Classification.

Giovanni Burbi, Alberto Baldrati, Lorenzo Agnolucci, Marco Bertini, Alberto Del Bimbo

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

ECO: Ensembling Context Optimization for Vision-Language Models.

Lorenzo Agnolucci, Alberto Baldrati, Francesco Todino, Federico Becattini, Marco Bertini, Alberto Del Bimbo

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Multimodal Garment Designer: Human-Centric Latent Diffusion Models for Fashion Image Editing.

Alberto Baldrati, Davide Morelli, Giuseppe Cartella, Marcella Cornia, Marco Bertini, Rita Cucchiara

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Zero-Shot Composed Image Retrieval with Textual Inversion.

Alberto Baldrati, Lorenzo Agnolucci, Marco Bertini, Alberto Del Bimbo

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

Effective conditioned and composed image retrieval combining CLIP-based features.

Alberto Baldrati, Marco Bertini, Tiberio Uricchio, Alberto Del Bimbo

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Conditioned and composed image retrieval combining and partially fine-tuning CLIP-based features.

Alberto Baldrati, Marco Bertini, Tiberio Uricchio, Alberto Del Bimbo

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021

Conditioned Image Retrieval for Fashion using Contrastive Learning and CLIP-based Features.

Alberto Baldrati, Marco Bertini, Tiberio Uricchio, Alberto Del Bimbo

Proceedings of the MMAsia '21: ACM Multimedia Asia, Gold Coast, Australia, December 1, 2021