Marcella Cornia
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
68
Venues
14
Active years
2016–2026
Best venue rank
A*
Where they publish
Papers
68 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | ICPR | Improving LLM First-Token Predictions in Multiple-Choice Question Answering via Output Prefilling. | Silvia Cappelletti, Tobia Poppi, Samuele Poppi, Zheng Xin Yong, Diego Garcia-Olano, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara |
| 2026 | ICPR | GramSR: Visual Feature Conditioning for Diffusion-Based Super-Resolution. | Fabio D'Oronzio, Federico Putamorsi, Leonardo Zini, Marcella Cornia, Lorenzo Baraldi |
| 2026 | ICPR | RaTA-Tool: Retrieval-Based Tool Selection with Multimodal Large Language Models. | Gabriele Mattioli, Evelyn Turri, Sara Sarto, Lorenzo Baraldi, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara |
| 2026 | WACV | Sketch2Stitch: GANs for Abstract Sketch-Based Dress Synthesis. | Faizan Farooq Khan, Eslam Abdelrahman, Davide Morelli, Marcella Cornia, Rita Cucchiara, Mohamed Elhoseiny |
| 2025 | CVPR | Recurrence-Enhanced Vision-and-Language Transformers for Robust Multimodal Document Retrieval. | Davide Caffagni, Sara Sarto, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara |
| 2025 | CVPR | Augmenting Multimodal LLMs with Self-Reflective Tokens for Knowledge-based Visual Question Answering. | Federico Cocchi, Nicholas Moratelli, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara |
| 2025 | ICCV | What Changed? Detecting and Evaluating Instruction-Guided Image Edits with Multimodal Large Language Models. | Lorenzo Baraldi, Davide Bucciarelli, Federico Betti, Marcella Cornia, Lorenzo Baraldi, Nicu Sebe, Rita Cucchiara |
| 2025 | ICCV | Talking to DINO: Bridging Self-Supervised Vision Backbones with Language for Open-Vocabulary Segmentation. | Luca Barsellotti, Lorenzo Bianchi, Nicola Messina, Fabio Carrara, Marcella Cornia, Lorenzo Baraldi, Fabrizio Falchi, Rita Cucchiara |
| 2025 | ICCV | Modeling Human Gaze Behavior with Diffusion Models for Unified Scanpath Prediction. | Giuseppe Cartella, Vittorio Cuculo, Alessandro D'Amelio, Marcella Cornia, Giuseppe Boccignone, Rita Cucchiara |
| 2025 | ICCV | LLaVA-MORE: A Comparative Study of LLMs and Visual Backbones for Enhanced Visual Instruction Tuning. | Federico Cocchi, Nicholas Moratelli, Davide Caffagni, Sara Sarto, Lorenzo Baraldi, Marcella Cornia, Rita Cucchiara |
| 2025 | ICCV | MISSRAG: Addressing the Missing Modality Challenge in Multimodal Large Language Models. | Vittorio Pipoli, Alessia Saporita, Federico Bolelli, Marcella Cornia, Lorenzo Baraldi, Costantino Grana, Rita Cucchiara, Elisa Ficarra |
| 2025 | IJCAI | Image Captioning Evaluation in the Age of Multimodal LLMs: Challenges and Future Perspectives. | Sara Sarto, Marcella Cornia, Rita Cucchiara |
| 2025 | IJCNN | Fashion-RAG: Multimodal Fashion Image Editing via Retrieval-Augmented Generation. | Fulvio Sanguigni, Davide Morelli, Marcella Cornia, Rita Cucchiara |
| 2025 | WACV | TPP-Gaze: Modelling Gaze Dynamics in Space and Time with Neural Temporal Point Processes. | Alessandro D'Amelio, Giuseppe Cartella, Vittorio Cuculo, Manuele Lucchi, Marcella Cornia, Rita Cucchiara, Giuseppe Boccignone |
| 2025 | WACV | Semantically Conditioned Prompts for Visual Recognition Under Missing Modality Scenarios. | Vittorio Pipoli, Federico Bolelli, Sara Sarto, Marcella Cornia, Lorenzo Baraldi, Costantino Grana, Rita Cucchiara, Elisa Ficarra |
| 2024 | ACL | The Revolution of Multimodal Large Language Models: A Survey. | Davide Caffagni, Federico Cocchi, Luca Barsellotti, Nicholas Moratelli, Sara Sarto, Lorenzo Baraldi, Marcella Cornia, Rita Cucchiara |
| 2024 | BMVC | Revisiting Image Captioning Training Paradigm via Direct CLIP-based Optimization. | Nicholas Moratelli, Davide Caffagni, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara |
| 2024 | CVPR | Training-Free Open-Vocabulary Segmentation with Offline Diffusion-Augmented Prototype Generation. | Luca Barsellotti, Roberto Amoroso, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara |
| 2024 | CVPR | Wiki-LLaVA: Hierarchical Retrieval-Augmented Generation for Multimodal LLMs. | Davide Caffagni, Federico Cocchi, Nicholas Moratelli, Sara Sarto, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara |
| 2024 | ECCV | Contrasting Deepfakes Diffusion via Contrastive Learning and Global-Local Similarities. | Federico Cocchi, Marcella Cornia, Lorenzo Baraldi, Alessandro Nicolosi, Rita Cucchiara |
| 2024 | ECCV | Personalizing Multimodal Large Language Models for Image Captioning: An Experimental Analysis. | Davide Bucciarelli, Nicholas Moratelli, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara |
| 2024 | ECCV | Pixels of Faith: Exploiting Visual Saliency to Detect Religious Image Manipulation. | Giuseppe Cartella, Vittorio Cuculo, Marcella Cornia, Marco Papasidero, Federico Ruozzi, Rita Cucchiara |
| 2024 | ECCV | Safe-CLIP: Removing NSFW Concepts from Vision-and-Language Models. | Samuele Poppi, Tobia Poppi, Federico Cocchi, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara |
| 2024 | ECCV | BRIDGE: Bridging Gaps in Image Captioning Evaluation with Stronger Visual Cues. | Sara Sarto, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara |
| 2024 | ICPR | Adapt to Scarcity: Few-Shot Deepfake Detection via Low-Rank Adaptation. | Silvia Cappelletti, Lorenzo Baraldi, Federico Cocchi, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara |
| 2024 | ICPR | Fluent and Accurate Image Captioning with a Self-trained Reward Model. | Nicholas Moratelli, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara |
| 2024 | ICPR | Unlearning Vision Transformers Without Retaining Data via Low-Rank Decompositions. | Samuele Poppi, Sara Sarto, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara |
| 2024 | IJCAI | Trends, Applications, and Challenges in Human Attention Modelling. | Giuseppe Cartella, Marcella Cornia, Vittorio Cuculo, Alessandro D'Amelio, Dario Zanca, Giuseppe Boccignone, Rita Cucchiara |
| 2023 | CVPR | Positive-Augmented Contrastive Learning for Image and Video Captioning Evaluation. | Sara Sarto, Manuele Barraco, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara |
| 2023 | ICCV | Multimodal Garment Designer: Human-Centric Latent Diffusion Models for Fashion Image Editing. | Alberto Baldrati, Davide Morelli, Giuseppe Cartella, Marcella Cornia, Marco Bertini, Rita Cucchiara |
| 2023 | ICCV | With a Little Help from your own Past: Prototypical Memory Networks for Image Captioning. | Manuele Barraco, Sara Sarto, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara |
| 2023 | ICIAP | SynthCap: Augmenting Transformers with Synthetic Data for Image Captioning. | Davide Caffagni, Manuele Barraco, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara |
| 2023 | ICIAP | OpenFashionCLIP: Vision-and-Language Contrastive Learning with Open-Source Fashion Data. | Giuseppe Cartella, Alberto Baldrati, Davide Morelli, Marcella Cornia, Marco Bertini, Rita Cucchiara |
| 2023 | ICIAP | Unveiling the Impact of Image Transformations on Deepfake Detection: An Experimental Analysis. | Federico Cocchi, Lorenzo Baraldi, Samuele Poppi, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara |
| 2023 | ICIAP | Towards Explainable Navigation and Recounting. | Samuele Poppi, Roberto Bigazzi, Niyati Rawal, Marcella Cornia, Silvia Cascianelli, Lorenzo Baraldi, Rita Cucchiara |
| 2023 | ICRA | Embodied Agents for Efficient Exploration and Smart Scene Description. | Roberto Bigazzi, Marcella Cornia, Silvia Cascianelli, Lorenzo Baraldi, Rita Cucchiara |
| 2022 | CBMI | ALADIN: Distilling Fine-grained Alignment Scores for Efficient Image-Text Matching and Retrieval. | Nicola Messina, Matteo Stefanini, Marcella Cornia, Lorenzo Baraldi, Fabrizio Falchi, Giuseppe Amato, Rita Cucchiara |
| 2022 | CBMI | Retrieval-Augmented Transformer for Image Captioning. | Sara Sarto, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara |
| 2022 | CVPR | The Unreasonable Effectiveness of CLIP Features for Image Captioning: An Experimental Analysis. | Manuele Barraco, Marcella Cornia, Silvia Cascianelli, Lorenzo Baraldi, Rita Cucchiara |
| 2022 | CVPR | Dual-Branch Collaborative Transformer for Virtual Try-On. | Emanuele Fenocchi, Davide Morelli, Marcella Cornia, Lorenzo Baraldi, Fabio Cesari, Rita Cucchiara |
| 2022 | CVPR | Dress Code: High-Resolution Multi-Category Virtual Try-On. | Davide Morelli, Matteo Fincato, Marcella Cornia, Federico Landi, Fabio Cesari, Rita Cucchiara |
| 2022 | ECCV | Dress Code: High-Resolution Multi-category Virtual Try-On. | Davide Morelli, Matteo Fincato, Marcella Cornia, Federico Landi, Fabio Cesari, Rita Cucchiara |
| 2022 | ICIAP | Embodied Navigation at the Art Gallery. | Roberto Bigazzi, Federico Landi, Silvia Cascianelli, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara |
| 2022 | ICIAP | Investigating Bidimensional Downsampling in Vision Transformer Models. | Paolo Bruno, Roberto Amoroso, Marcella Cornia, Silvia Cascianelli, Lorenzo Baraldi, Rita Cucchiara |
| 2022 | ICPR | CaMEL: Mean Teacher Learning for Image Captioning. | Manuele Barraco, Matteo Stefanini, Marcella Cornia, Silvia Cascianelli, Lorenzo Baraldi, Rita Cucchiara |
| 2022 | ICPR | The LAM Dataset: A Novel Benchmark for Line-Level Handwritten Text Recognition. | Silvia Cascianelli, Vittorio Pippi, Martin Maarand, Marcella Cornia, Lorenzo Baraldi, Christopher Kermorvant, Rita Cucchiara |
| 2022 | ICPR | Spot the Difference: A Novel Task for Embodied Agents in Changing Environments. | Federico Landi, Roberto Bigazzi, Marcella Cornia, Silvia Cascianelli, Lorenzo Baraldi, Rita Cucchiara |
| 2021 | CAIP | Out of the Box: Embodied Navigation in the Real World. | Roberto Bigazzi, Federico Landi, Marcella Cornia, Silvia Cascianelli, Lorenzo Baraldi, Rita Cucchiara |
| 2021 | CAIP | Learning to Read L'Infinito: Handwritten Text Recognition with Synthetic Training Data. | Silvia Cascianelli, Marcella Cornia, Lorenzo Baraldi, Maria Ludovica Piazzi, Rosiana Schiuma, Rita Cucchiara |
| 2021 | CVPR | Revisiting the Evaluation of Class Activation Mapping for Explainability: A Novel Metric and Experimental Analysis. | Samuele Poppi, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara |
| 2020 | CVPR | Meshed-Memory Transformer for Image Captioning. | Marcella Cornia, Matteo Stefanini, Lorenzo Baraldi, Rita Cucchiara |
| 2020 | ICPR | Explore and Explain: Self-supervised Navigation and Recounting. | Roberto Bigazzi, Federico Landi, Marcella Cornia, Silvia Cascianelli, Lorenzo Baraldi, Rita Cucchiara |
| 2020 | ICPR | VITON-GT: An Image-based Virtual Try-On Model with Geometric Transformations. | Matteo Fincato, Federico Landi, Marcella Cornia, Fabio Cesari, Rita Cucchiara |
| 2020 | ICPR | A Novel Attention-based Aggregation Function to Combine Vision and Language. | Matteo Stefanini, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara |
| 2020 | ICRA | SMArT: Training Shallow Memory-aware Transformers for Robotic Explainability. | Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara |
| 2019 | CVPR | Show, Control and Tell: A Framework for Generating Controllable and Grounded Captions. | Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara |
| 2019 | CVPR | Art2Real: Unfolding the Reality of Artworks via Semantically-Aware Image-To-Image Translation. | Matteo Tomei, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara |
| 2019 | ICIAP | Artpedia: A New Visual-Semantic Dataset with Visual and Contextual Sentences in the Artistic Domain. | Matteo Stefanini, Marcella Cornia, Lorenzo Baraldi, Massimiliano Corsini, Rita Cucchiara |
| 2019 | ICIAP | Image-to-Image Translation to Unfold the Reality of Artworks: An Empirical Analysis. | Matteo Tomei, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara |
| 2018 | CVPR | SAM: Pushing the Limits of Saliency Prediction Models. | Marcella Cornia, Lorenzo Baraldi, Giuseppe Serra, Rita Cucchiara |
| 2018 | ECCV | Visual-Semantic Alignment Across Domains Using a Semi-Supervised Approach. | Angelo Carraggi, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara |
| 2018 | ECCV | Towards Cycle-Consistent Models for Text and Image Retrieval. | Marcella Cornia, Lorenzo Baraldi, Hamed R. Tavakoli, Rita Cucchiara |
| 2018 | ECCV | What Was Monet Seeing While Painting? Translating Artworks to Photo-Realistic Images. | Matteo Tomei, Lorenzo Baraldi, Marcella Cornia, Rita Cucchiara |
| 2018 | ICPR | Aligning Text and Document Illustrations: Towards Visually Explainable Digital Humanities. | Lorenzo Baraldi, Marcella Cornia, Costantino Grana, Rita Cucchiara |
| 2017 | ICIAP | Towards Video Captioning with Naming: A Novel Dataset and a Multi-modal Approach. | Stefano Pini, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara |
| 2017 | ICMI | Modeling multimodal cues in a deep learning-based framework for emotion recognition in the wild. | Stefano Pini, Olfa Ben Ahmed, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara, Benoit Huet |
| 2016 | ECCV | Multi-level Net: A Visual Saliency Prediction Model. | Marcella Cornia, Lorenzo Baraldi, Giuseppe Serra, Rita Cucchiara |
| 2016 | ICPR | A deep multi-level network for saliency prediction. | Marcella Cornia, Lorenzo Baraldi, Giuseppe Serra, Rita Cucchiara |