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Marcella Cornia — most-cited papers & profile · Computer Vision
← authors
·
overview
Marcella Cornia
20
papers ·
123
citations ·
17
h-index
University of Modena and Reggio Emilia
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Retrieval-Augmented Transformer for Image Captioning
2022 · 48 citations
CaMEL: Mean Teacher Learning for Image Captioning
2022 · 38 citations
Learning to Mask and Permute Visual Tokens for Vision Transformer Pre-Training
2023 · 2 citations
Segmenting, Fast and Slow: Real-Time Open-Vocabulary Video Instance Segmentation with Dual-Path Processing
2026
A Novel Attention-based Aggregation Function to Combine Vision and Language
2020
ALADIN: Distilling Fine-grained Alignment Scores for Efficient Image-Text Matching and Retrieval
2022
Positive-Augmented Contrastive Learning for Image and Video Captioning Evaluation
2023
With a Little Help from your own Past: Prototypical Memory Networks for Image Captioning
2023
Top co-authors
Lorenzo Baraldi
· 7
Rita Cucchiara
· 7
Manuele Barraco
· 3
Matteo Stefanini
· 3
Sara Sarto
· 3
Andrea Pilzer
· 1
Fabrizio Falchi
· 1
Giuseppe Amato
· 1
Luca Barsellotti
· 1
Martin Sundermeyer
· 1
Mattia Segu
· 1
Maxim Berman
· 1
Topics
Visual Language
Image Generation
Video Understanding
3D Vision
Image Restoration
Segmentation
cs.CL
cs.MM