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ORCIDRita Cucchiara
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Publications
- 2024
[j118]Rita Cucchiara
, Lorenzo Baraldi, Marcella Cornia, Sara Sarto:
Video Surveillance and Privacy: A Solvable Paradox? Computer 57(3): 91-100 (2024)- [j117]Nicholas Moratelli, Manuele Barraco, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara:
Are Learnable Prompts the Right Way of Prompting? Adapting Vision-and-Language Models with Memory Optimization. IEEE Intell. Syst. 39(3): 26-34 (2024) - [j116]Marcella Cornia, Lorenzo Baraldi, Giuseppe Fiameni, Rita Cucchiara:
Generating More Pertinent Captions by Leveraging Semantics and Style on Multi-Source Datasets. Int. J. Comput. Vis. 132(5): 1701-1720 (2024) - [c320]Davide Caffagni, Federico Cocchi, Luca Barsellotti, Nicholas Moratelli, Sara Sarto, Lorenzo Baraldi, Marcella Cornia, Rita Cucchiara:
The Revolution of Multimodal Large Language Models: A Survey. ACL (Findings) 2024: 13590-13618 - [c318]Roberto Bigazzi, Lorenzo Baraldi, Shreyas Kousik, Rita Cucchiara, Marco Pavone:
Mapping High-level Semantic Regions in Indoor Environments without Object Recognition. ICRA 2024: 7686-7693 - [c317]Maximilian Bernhard, Roberto Amoroso, Yannic Kindermann, Lorenzo Baraldi, Rita Cucchiara, Volker Tresp, Matthias Schubert:
What's Outside the Intersection? Fine-grained Error Analysis for Semantic Segmentation Beyond IoU. WACV 2024: 957-966 - [c316]Luca Barsellotti, Roberto Amoroso, Lorenzo Baraldi, Rita Cucchiara:
FOSSIL: Free Open-Vocabulary Semantic Segmentation through Synthetic References Retrieval. WACV 2024: 1453-1462 - [i108]Davide Caffagni, Federico Cocchi, Luca Barsellotti, Nicholas Moratelli, Sara Sarto, Lorenzo Baraldi, Lorenzo Baraldi, Marcella Cornia, Rita Cucchiara:
The (R)Evolution of Multimodal Large Language Models: A Survey. CoRR abs/2402.12451 (2024) - [i106]Roberto Bigazzi, Lorenzo Baraldi, Shreyas Kousik, Rita Cucchiara, Marco Pavone:
Mapping High-level Semantic Regions in Indoor Environments without Object Recognition. CoRR abs/2403.07076 (2024) - [i103]Luca Barsellotti, Roberto Amoroso, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara:
Training-Free Open-Vocabulary Segmentation with Offline Diffusion-Augmented Prototype Generation. CoRR abs/2404.06542 (2024) - [i102]Niyati Rawal, Roberto Bigazzi, Lorenzo Baraldi, Rita Cucchiara:
AIGeN: An Adversarial Approach for Instruction Generation in VLN. CoRR abs/2404.10054 (2024) - [i101]Davide Caffagni, Federico Cocchi, Nicholas Moratelli, Sara Sarto, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara:
Wiki-LLaVA: Hierarchical Retrieval-Augmented Generation for Multimodal LLMs. CoRR abs/2404.15406 (2024) - [i99]Sara Sarto, Marcella Cornia, Lorenzo Baraldi, Alessandro Nicolosi, Rita Cucchiara:
Towards Retrieval-Augmented Architectures for Image Captioning. CoRR abs/2405.13127 (2024) - [i93]Lorenzo Baraldi, Federico Cocchi, Marcella Cornia, Lorenzo Baraldi, Alessandro Nicolosi, Rita Cucchiara:
Contrasting Deepfakes Diffusion via Contrastive Learning and Global-Local Similarities. CoRR abs/2407.20337 (2024) - [i92]Sara Sarto, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara:
BRIDGE: Bridging Gaps in Image Captioning Evaluation with Stronger Visual Cues. CoRR abs/2407.20341 (2024) - [i91]Niyati Rawal, Roberto Bigazzi, Lorenzo Baraldi, Rita Cucchiara:
UNMuTe: Unifying Navigation and Multimodal Dialogue-like Text Generation. CoRR abs/2408.04423 (2024) - 2023
- [j111]Marcella Cornia, Lorenzo Baraldi, Ayellet Tal, Rita Cucchiara:
Fully-attentive iterative networks for region-based controllable image and video captioning. Comput. Vis. Image Underst. 237: 103857 (2023) - [j110]Matteo Stefanini, Marcella Cornia, Lorenzo Baraldi, Silvia Cascianelli, Giuseppe Fiameni, Rita Cucchiara:
From Show to Tell: A Survey on Deep Learning-Based Image Captioning. IEEE Trans. Pattern Anal. Mach. Intell. 45(1): 539-559 (2023) - [j108]Vittorio Pippi, Silvia Cascianelli, Lorenzo Baraldi, Rita Cucchiara:
Evaluating synthetic pre-Training for handwriting processing tasks. Pattern Recognit. Lett. 172: 44-50 (2023) - [j107]Nicholas Moratelli, Manuele Barraco, Davide Morelli, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara:
Fashion-Oriented Image Captioning with External Knowledge Retrieval and Fully Attentive Gates. Sensors 23(3): 1286 (2023) - [c314]Roberto Amoroso, Matteo Tomei, Lorenzo Baraldi, Rita Cucchiara:
Superpixel Positional Encoding to Improve ViT-based Semantic Segmentation Models. BMVC 2023: 623 - [c313]Sara Sarto, Manuele Barraco, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara:
Positive-Augmented Contrastive Learning for Image and Video Captioning Evaluation. CVPR 2023: 6914-6924 - [c310]Manuele Barraco, Sara Sarto, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara:
With a Little Help from your own Past: Prototypical Memory Networks for Image Captioning. ICCV 2023: 3009-3019 - [c304]Davide Caffagni, Manuele Barraco, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara:
SynthCap: Augmenting Transformers with Synthetic Data for Image Captioning. ICIAP (1) 2023: 112-123 - [c303]Samuele Poppi, Roberto Bigazzi, Niyati Rawal, Marcella Cornia, Silvia Cascianelli, Lorenzo Baraldi, Rita Cucchiara:
Towards Explainable Navigation and Recounting. ICIAP (1) 2023: 171-183 - [c302]Luca Barsellotti, Roberto Amoroso, Lorenzo Baraldi, Rita Cucchiara:
Enhancing Open-Vocabulary Semantic Segmentation with Prototype Retrieval. ICIAP (2) 2023: 196-208 - [c300]Federico Cocchi, Lorenzo Baraldi, Samuele Poppi, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara:
Unveiling the Impact of Image Transformations on Deepfake Detection: An Experimental Analysis. ICIAP (2) 2023: 345-356 - [c298]Roberto Bigazzi, Marcella Cornia, Silvia Cascianelli, Lorenzo Baraldi, Rita Cucchiara:
Embodied Agents for Efficient Exploration and Smart Scene Description. ICRA 2023: 6057-6064 - [c297]Rita Cucchiara, Lorenzo Baraldi, Simone Calderara, Marcella Cornia, Matteo Fabbri, Costantino Grana, Angelo Porrello, Roberto Vezzani:
Where Research meets Industry: New Challenges and Opportunities at AImageLab. Ital-IA 2023: 7-12 - [c294]Federico Betti, Jacopo Staiano, Lorenzo Baraldi, Lorenzo Baraldi, Rita Cucchiara, Nicu Sebe:
Let's ViCE! Mimicking Human Cognitive Behavior in Image Generation Evaluation. ACM Multimedia 2023: 9306-9312 - [i90]Roberto Bigazzi, Marcella Cornia, Silvia Cascianelli, Lorenzo Baraldi, Rita Cucchiara:
Embodied Agents for Efficient Exploration and Smart Scene Description. CoRR abs/2301.07150 (2023) - [i87]Sara Sarto, Manuele Barraco, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara:
Positive-Augmented Constrastive Learning for Image and Video Captioning Evaluation. CoRR abs/2303.12112 (2023) - [i85]Roberto Amoroso, Davide Morelli, Marcella Cornia, Lorenzo Baraldi, Alberto Del Bimbo, Rita Cucchiara:
Parents and Children: Distinguishing Multimodal DeepFakes from Natural Images. CoRR abs/2304.00500 (2023) - [i84]Vittorio Pippi, Silvia Cascianelli, Lorenzo Baraldi, Rita Cucchiara:
Evaluating Synthetic Pre-Training for Handwriting Processing Tasks. CoRR abs/2304.01842 (2023) - [i83]Samuele Poppi, Sara Sarto, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara:
Multi-Class Explainable Unlearning for Image Classification via Weight Filtering. CoRR abs/2304.02049 (2023) - [i79]Lorenzo Baraldi, Roberto Amoroso, Marcella Cornia, Lorenzo Baraldi, Andrea Pilzer, Rita Cucchiara:
Learning to Mask and Permute Visual Tokens for Vision Transformer Pre-Training. CoRR abs/2306.07346 (2023) - [i78]Federico Betti, Jacopo Staiano, Lorenzo Baraldi, Rita Cucchiara, Nicu Sebe:
Let's ViCE! Mimicking Human Cognitive Behavior in Image Generation Evaluation. CoRR abs/2307.09416 (2023) - [i74]Manuele Barraco, Sara Sarto, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara:
With a Little Help from your own Past: Prototypical Memory Networks for Image Captioning. CoRR abs/2308.12383 (2023) - [i71]Samuele Poppi, Tobia Poppi, Federico Cocchi, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara:
Removing NSFW Concepts from Vision-and-Language Models for Text-to-Image Retrieval and Generation. CoRR abs/2311.16254 (2023) - 2022
- [j106]Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara:
Explaining transformer-based image captioning models: An empirical analysis. AI Commun. 35(2): 111-129 (2022) - [j105]Silvia Cascianelli, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara:
Boosting modern and historical handwritten text recognition with deformable convolutions. Int. J. Document Anal. Recognit. 25(3): 207-217 (2022) - [j102]Roberto Bigazzi, Federico Landi, Silvia Cascianelli, Lorenzo Baraldi, Marcella Cornia, Rita Cucchiara:
Focus on Impact: Indoor Exploration With Intrinsic Motivation. IEEE Robotics Autom. Lett. 7(2): 2985-2992 (2022) - [j101]Matteo Tomei, Lorenzo Baraldi, Giuseppe Fiameni, Simone Bronzin, Rita Cucchiara:
A computational approach for progressive architecture shrinkage in action recognition. Softw. Pract. Exp. 52(2): 537-554 (2022) - [j96]Marcella Cornia, Matteo Tomei, Lorenzo Baraldi, Rita Cucchiara:
Matching Faces and Attributes Between the Artistic and the Real Domain: the PersonArt Approach. ACM Trans. Multim. Comput. Commun. Appl. 18(3): 77:1-77:23 (2022) - [c293]Sara Sarto, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara:
Retrieval-Augmented Transformer for Image Captioning. CBMI 2022: 1-7 - [c292]Nicola Messina, Matteo Stefanini, Marcella Cornia, Lorenzo Baraldi, Fabrizio Falchi, Giuseppe Amato, Rita Cucchiara:
ALADIN: Distilling Fine-grained Alignment Scores for Efficient Image-Text Matching and Retrieval. CBMI 2022: 64-70 - [c290]Emanuele Fenocchi, Davide Morelli, Marcella Cornia, Lorenzo Baraldi, Fabio Cesari, Rita Cucchiara:
Dual-Branch Collaborative Transformer for Virtual Try-On. CVPR Workshops 2022: 2246-2250 - [c288]Manuele Barraco, Marcella Cornia, Silvia Cascianelli, Lorenzo Baraldi, Rita Cucchiara:
The Unreasonable Effectiveness of CLIP Features for Image Captioning: An Experimental Analysis. CVPR Workshops 2022: 4661-4669 - [c283]Paolo Bruno, Roberto Amoroso, Marcella Cornia, Silvia Cascianelli, Lorenzo Baraldi, Rita Cucchiara:
Investigating Bidimensional Downsampling in Vision Transformer Models. ICIAP (2) 2022: 287-299 - [c281]Roberto Bigazzi, Federico Landi, Silvia Cascianelli, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara:
Embodied Navigation at the Art Gallery. ICIAP (1) 2022: 739-750 - [c280]Silvia Cascianelli, Vittorio Pippi, Martin Maarand, Marcella Cornia, Lorenzo Baraldi, Christopher Kermorvant, Rita Cucchiara:
The LAM Dataset: A Novel Benchmark for Line-Level Handwritten Text Recognition. ICPR 2022: 1506-1513 - [c279]Manuele Barraco, Matteo Stefanini, Marcella Cornia, Silvia Cascianelli, Lorenzo Baraldi, Rita Cucchiara:
CaMEL: Mean Teacher Learning for Image Captioning. ICPR 2022: 4087-4094 - [c278]Federico Landi, Roberto Bigazzi, Marcella Cornia, Silvia Cascianelli, Lorenzo Baraldi, Rita Cucchiara:
Spot the Difference: A Novel Task for Embodied Agents in Changing Environments. ICPR 2022: 4182-4188 - [i70]Manuele Barraco, Matteo Stefanini, Marcella Cornia, Silvia Cascianelli, Lorenzo Baraldi, Rita Cucchiara:
CaMEL: Mean Teacher Learning for Image Captioning. CoRR abs/2202.10492 (2022) - [i68]Federico Landi, Roberto Bigazzi, Marcella Cornia, Silvia Cascianelli, Lorenzo Baraldi, Rita Cucchiara:
Spot the Difference: A Novel Task for Embodied Agents in Changing Environments. CoRR abs/2204.08502 (2022) - [i66]Roberto Bigazzi, Federico Landi, Silvia Cascianelli, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara:
Embodied Navigation at the Art Gallery. CoRR abs/2204.09069 (2022) - [i63]Sara Sarto, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara:
Retrieval-Augmented Transformer for Image Captioning. CoRR abs/2207.13162 (2022) - [i62]Nicola Messina, Matteo Stefanini, Marcella Cornia, Lorenzo Baraldi, Fabrizio Falchi, Giuseppe Amato, Rita Cucchiara:
ALADIN: Distilling Fine-grained Alignment Scores for Efficient Image-Text Matching and Retrieval. CoRR abs/2207.14757 (2022) - [i60]Silvia Cascianelli, Vittorio Pippi, Martin Maarand, Marcella Cornia, Lorenzo Baraldi, Christopher Kermorvant, Rita Cucchiara:
The LAM Dataset: A Novel Benchmark for Line-Level Handwritten Text Recognition. CoRR abs/2208.07682 (2022) - [i59]Silvia Cascianelli, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara:
Boosting Modern and Historical Handwritten Text Recognition with Deformable Convolutions. CoRR abs/2208.08109 (2022) - 2021
- [j94]Matteo Tomei, Lorenzo Baraldi, Simone Calderara, Simone Bronzin, Rita Cucchiara:
Video action detection by learning graph-based spatio-temporal interactions. Comput. Vis. Image Underst. 206: 103187 (2021) - [j92]Federico Landi, Lorenzo Baraldi, Marcella Cornia, Massimiliano Corsini, Rita Cucchiara:
Multimodal attention networks for low-level vision-and-language navigation. Comput. Vis. Image Underst. 210: 103255 (2021) - [j90]Federico Landi, Lorenzo Baraldi, Marcella Cornia, Rita Cucchiara:
Working Memory Connections for LSTM. Neural Networks 144: 334-341 (2021) - [c275]Roberto Bigazzi, Federico Landi, Marcella Cornia, Silvia Cascianelli, Lorenzo Baraldi, Rita Cucchiara:
Out of the Box: Embodied Navigation in the Real World. CAIP (1) 2021: 47-57 - [c274]Silvia Cascianelli, Marcella Cornia, Lorenzo Baraldi, Maria Ludovica Piazzi, Rosiana Schiuma, Rita Cucchiara:
Learning to Read L'Infinito: Handwritten Text Recognition with Synthetic Training Data. CAIP (2) 2021: 340-350 - [c273]Roberto Amoroso, Lorenzo Baraldi, Rita Cucchiara:
Assessing the Role of Boundary-Level Objectives in Indoor Semantic Segmentation. CAIP (1) 2021: 455-465 - [c272]Samuele Poppi, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara:
Revisiting the Evaluation of Class Activation Mapping for Explainability: A Novel Metric and Experimental Analysis. CVPR Workshops 2021: 2299-2304 - [c271]Matteo Tomei, Lorenzo Baraldi, Simone Bronzin, Rita Cucchiara:
Estimating (and Fixing) the Effect of Face Obfuscation in Video Recognition. CVPR Workshops 2021: 3263-3269 - [c268]Roberto Amoroso, Lorenzo Baraldi, Rita Cucchiara:
Improving Indoor Semantic Segmentation with Boundary-Level Objectives. IWANN (2) 2021: 318-329 - [c267]Marco Cagrandi, Marcella Cornia, Matteo Stefanini, Lorenzo Baraldi, Rita Cucchiara:
Learning to Select: A Fully Attentive Approach for Novel Object Captioning. ICMR 2021: 437-441 - [i58]Matteo Tomei, Lorenzo Baraldi, Simone Calderara, Simone Bronzin, Rita Cucchiara:
RMS-Net: Regression and Masking for Soccer Event Spotting. CoRR abs/2102.07624 (2021) - [i57]Samuele Poppi, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara:
Revisiting The Evaluation of Class Activation Mapping for Explainability: A Novel Metric and Experimental Analysis. CoRR abs/2104.10252 (2021) - [i56]Roberto Bigazzi, Federico Landi, Marcella Cornia, Silvia Cascianelli, Lorenzo Baraldi, Rita Cucchiara:
Out of the Box: Embodied Navigation in the Real World. CoRR abs/2105.05873 (2021) - [i55]Marco Cagrandi, Marcella Cornia, Matteo Stefanini, Lorenzo Baraldi, Rita Cucchiara:
Learning to Select: A Fully Attentive Approach for Novel Object Captioning. CoRR abs/2106.01424 (2021) - [i53]Matteo Stefanini, Marcella Cornia, Lorenzo Baraldi, Silvia Cascianelli, Giuseppe Fiameni, Rita Cucchiara:
From Show to Tell: A Survey on Image Captioning. CoRR abs/2107.06912 (2021) - [i51]Federico Landi, Lorenzo Baraldi, Marcella Cornia, Rita Cucchiara:
Working Memory Connections for LSTM. CoRR abs/2109.00020 (2021) - [i50]Roberto Bigazzi, Federico Landi, Silvia Cascianelli, Lorenzo Baraldi, Marcella Cornia, Rita Cucchiara:
Focus on Impact: Indoor Exploration with Intrinsic Motivation. CoRR abs/2109.08521 (2021) - [i48]Marcella Cornia, Lorenzo Baraldi, Giuseppe Fiameni, Rita Cucchiara:
Universal Captioner: Long-Tail Vision-and-Language Model Training through Content-Style Separation. CoRR abs/2111.12727 (2021) - 2020
- [j87]Marcella Cornia, Lorenzo Baraldi, Hamed R. Tavakoli, Rita Cucchiara:
A unified cycle-consistent neural model for text and image retrieval. Multim. Tools Appl. 79(35-36): 25697-25721 (2020) - [j85]Marcella Cornia, Matteo Stefanini, Lorenzo Baraldi, Massimiliano Corsini, Rita Cucchiara:
Explaining digital humanities by aligning images and textual descriptions. Pattern Recognit. Lett. 129: 166-172 (2020) - [c263]Marcella Cornia, Matteo Stefanini, Lorenzo Baraldi, Rita Cucchiara:
Meshed-Memory Transformer for Image Captioning. CVPR 2020: 10575-10584 - [c260]Roberto Bigazzi, Federico Landi, Marcella Cornia, Silvia Cascianelli, Lorenzo Baraldi, Rita Cucchiara:
Explore and Explain: Self-supervised Navigation and Recounting. ICPR 2020: 1152-1159 - [c259]Matteo Stefanini, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara:
A Novel Attention-based Aggregation Function to Combine Vision and Language. ICPR 2020: 1212-1219 - [c254]Iulian Cojocaru, Silvia Cascianelli, Lorenzo Baraldi, Massimiliano Corsini, Rita Cucchiara:
Watch Your Strokes: Improving Handwritten Text Recognition with Deformable Convolutions. ICPR 2020: 6096-6103 - [c252]Matteo Tomei, Lorenzo Baraldi, Simone Calderara, Simone Bronzin, Rita Cucchiara:
RMS-Net: Regression and Masking for Soccer Event Spotting. ICPR 2020: 7699-7706 - [c251]Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara:
SMArT: Training Shallow Memory-aware Transformers for Robotic Explainability. ICRA 2020: 1128-1134 - [i45]Matteo Stefanini, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara:
A Novel Attention-based Aggregation Function to Combine Vision and Language. CoRR abs/2004.13073 (2020) - [i41]Roberto Bigazzi, Federico Landi, Marcella Cornia, Silvia Cascianelli, Lorenzo Baraldi, Rita Cucchiara:
Explore and Explain: Self-supervised Navigation and Recounting. CoRR abs/2007.07268 (2020) - [i40]Matteo Fabbri, Fabio Lanzi, Riccardo Gasparini, Simone Calderara, Lorenzo Baraldi, Rita Cucchiara:
Inter-Homines: Distance-Based Risk Estimation for Human Safety. CoRR abs/2007.10243 (2020) - 2019
- [j83]Stefano Pini, Marcella Cornia, Federico Bolelli, Lorenzo Baraldi, Rita Cucchiara:
M-VAD names: a dataset for video captioning with naming. Multim. Tools Appl. 78(10): 14007-14027 (2019) - [c247]Federico Landi, Lorenzo Baraldi, Massimiliano Corsini, Rita Cucchiara:
Embodied Vision-and-Language Navigation with Dynamic Convolutional Filters. BMVC 2019: 18 - [c245]Matteo Tomei, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara:
Art2Real: Unfolding the Reality of Artworks via Semantically-Aware Image-To-Image Translation. CVPR 2019: 5849-5859 - [c244]Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara:
Show, Control and Tell: A Framework for Generating Controllable and Grounded Captions. CVPR 2019: 8307-8316 - [c240]Matteo Stefanini, Marcella Cornia, Lorenzo Baraldi, Massimiliano Corsini, Rita Cucchiara:
Artpedia: A New Visual-Semantic Dataset with Visual and Contextual Sentences in the Artistic Domain. ICIAP (2) 2019: 729-740 - [c239]Matteo Tomei, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara:
Image-to-Image Translation to Unfold the Reality of Artworks: An Empirical Analysis. ICIAP (2) 2019: 741-752 - [i35]Stefano Pini, Marcella Cornia, Federico Bolelli, Lorenzo Baraldi, Rita Cucchiara:
M-VAD Names: a Dataset for Video Captioning with Naming. CoRR abs/1903.01489 (2019) - [i34]Federico Landi, Lorenzo Baraldi, Massimiliano Corsini, Rita Cucchiara:
Embodied Vision-and-Language Navigation with Dynamic Convolutional Filters. CoRR abs/1907.02985 (2019) - [i32]Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara:
SMArT: Training Shallow Memory-aware Transformers for Robotic Explainability. CoRR abs/1910.02974 (2019) - [i31]Federico Landi, Lorenzo Baraldi, Marcella Cornia, Massimiliano Corsini, Rita Cucchiara:
Perceive, Transform, and Act: Multi-Modal Attention Networks for Vision-and-Language Navigation. CoRR abs/1911.12377 (2019) - [i30]Matteo Tomei, Lorenzo Baraldi, Simone Calderara, Simone Bronzin, Rita Cucchiara:
STAGE: Spatio-Temporal Attention on Graph Entities for Video Action Detection. CoRR abs/1912.04316 (2019) - [i29]Marcella Cornia, Matteo Stefanini, Lorenzo Baraldi, Rita Cucchiara:
M2: Meshed-Memory Transformer for Image Captioning. CoRR abs/1912.08226 (2019) - 2018
- [j79]Marcella Cornia, Davide Abati, Lorenzo Baraldi, Andrea Palazzi, Simone Calderara, Rita Cucchiara:
Attentive models in vision: Computing saliency maps in the deep learning era. Intelligenza Artificiale 12(2): 161-175 (2018) - [j78]Marcella Cornia, Lorenzo Baraldi, Giuseppe Serra, Rita Cucchiara:
Predicting Human Eye Fixations via an LSTM-Based Saliency Attentive Model. IEEE Trans. Image Process. 27(10): 5142-5154 (2018) - [j76]Marcella Cornia, Lorenzo Baraldi, Giuseppe Serra, Rita Cucchiara:
Paying More Attention to Saliency: Image Captioning with Saliency and Context Attention. ACM Trans. Multim. Comput. Commun. Appl. 14(2): 48:1-48:21 (2018) - [c235]Marcella Cornia, Lorenzo Baraldi, Giuseppe Serra, Rita Cucchiara:
SAM: Pushing the Limits of Saliency Prediction Models. CVPR Workshops 2018: 1890-1892 - [c234]Lorenzo Baraldi, Matthijs Douze, Rita Cucchiara, Hervé Jégou:
LAMV: Learning to Align and Match Videos With Kernelized Temporal Layers. CVPR 2018: 7804-7813 - [c232]Matteo Tomei, Lorenzo Baraldi, Marcella Cornia, Rita Cucchiara:
What Was Monet Seeing While Painting? Translating Artworks to Photo-Realistic Images. ECCV Workshops (2) 2018: 601-616 - [c231]Angelo Carraggi, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara:
Visual-Semantic Alignment Across Domains Using a Semi-Supervised Approach. ECCV Workshops (6) 2018: 625-640 - [c230]Marcella Cornia, Lorenzo Baraldi, Hamed R. Tavakoli, Rita Cucchiara:
Towards Cycle-Consistent Models for Text and Image Retrieval. ECCV Workshops (4) 2018: 687-691 - [c226]Lorenzo Baraldi, Marcella Cornia, Costantino Grana, Rita Cucchiara:
Aligning Text and Document Illustrations: Towards Visually Explainable Digital Humanities. ICPR 2018: 1097-1102 - [c223]Marcella Cornia, Stefano Pini, Lorenzo Baraldi, Rita Cucchiara:
Automatic Image Cropping and Selection Using Saliency: An Application to Historical Manuscripts. IRCDL 2018: 169-179 - [i24]Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara:
Show, Control and Tell: A Framework for Generating Controllable and Grounded Captions. CoRR abs/1811.10652 (2018) - [i23]Matteo Tomei, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara:
Art2Real: Unfolding the Reality of Artworks via Semantically-Aware Image-to-Image Translation. CoRR abs/1811.10666 (2018) - 2017
- [j71]Lorenzo Baraldi, Costantino Grana, Rita Cucchiara:
Recognizing and Presenting the Storytelling Video Structure With Deep Multimodal Networks. IEEE Trans. Multim. 19(5): 955-968 (2017) - [c221]Marcella Cornia, Davide Abati, Lorenzo Baraldi, Andrea Palazzi, Simone Calderara, Rita Cucchiara:
Attentive Models in Vision: Computing Saliency Maps in the Deep Learning Era. AI*IA 2017: 387-399 - [c219]Lorenzo Baraldi, Costantino Grana, Rita Cucchiara:
NeuralStory: an Interactive Multimedia System for Video Indexing and Re-use. CBMI 2017: 21:1-21:6 - [c218]Lorenzo Baraldi, Costantino Grana, Rita Cucchiara:
Hierarchical Boundary-Aware Neural Encoder for Video Captioning. CVPR 2017: 3185-3194 - [c215]Stefano Pini, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara:
Towards Video Captioning with Naming: A Novel Dataset and a Multi-modal Approach. ICIAP (2) 2017: 384-395 - [c213]Marcella Cornia, Lorenzo Baraldi, Giuseppe Serra, Rita Cucchiara:
Visual saliency for image captioning in new multimedia services. ICME Workshops 2017: 309-314 - [c212]Stefano Pini, Olfa Ben Ahmed, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara, Benoit Huet:
Modeling multimodal cues in a deep learning-based framework for emotion recognition in the wild. ICMI 2017: 536-543 - [c211]Lorenzo Baraldi, Costantino Grana, Rita Cucchiara:
A Video Library System Using Scene Detection and Automatic Tagging. IRCDL 2017: 56-67 - [i16]Marcella Cornia, Lorenzo Baraldi, Giuseppe Serra, Rita Cucchiara:
Paying More Attention to Saliency: Image Captioning with Saliency and Context Attention. CoRR abs/1706.08474 (2017) - 2016
- [c203]Marcella Cornia, Lorenzo Baraldi, Giuseppe Serra, Rita Cucchiara:
Multi-level Net: A Visual Saliency Prediction Model. ECCV Workshops (2) 2016: 302-315 - [c202]Francesco Paci, Lorenzo Baraldi, Giuseppe Serra, Rita Cucchiara, Luca Benini:
Context Change Detection for an Ultra-Low Power Low-Resolution Ego-Vision Imager. ECCV Workshops (1) 2016: 589-602 - [c198]Marcella Cornia, Lorenzo Baraldi, Giuseppe Serra, Rita Cucchiara:
A deep multi-level network for saliency prediction. ICPR 2016: 3488-3493 - [c197]Andrea Corbelli, Lorenzo Baraldi, Costantino Grana, Rita Cucchiara:
Historical document digitization through layout analysis and deep content classification. ICPR 2016: 4077-4082 - [c196]Andrea Corbelli, Lorenzo Baraldi, Fabrizio Balducci, Costantino Grana, Rita Cucchiara:
Layout Analysis and Content Classification in Digitized Books. IRCDL 2016: 153-165 - [c195]Lorenzo Baraldi, Costantino Grana, Rita Cucchiara:
Scene-driven Retrieval in Edited Videos using Aesthetic and Semantic Deep Features. ICMR 2016: 23-29 - [c193]Lorenzo Baraldi, Costantino Grana, Alberto Messina, Rita Cucchiara:
A Browsing and Retrieval System for Broadcast Videos using Scene Detection and Automatic Annotation. ACM Multimedia 2016: 733-734 - [c191]Lorenzo Baraldi, Costantino Grana, Guido Borghi, Roberto Vezzani, Rita Cucchiara:
Shot, Scene and Keyframe Ordering for Interactive Video Re-use. VISIGRAPP (4: VISAPP) 2016: 626-631 - [i12]Lorenzo Baraldi, Costantino Grana, Rita Cucchiara:
Scene-driven Retrieval in Edited Videos using Aesthetic and Semantic Deep Features. CoRR abs/1604.02546 (2016) - [i10]Marcella Cornia, Lorenzo Baraldi, Giuseppe Serra, Rita Cucchiara:
A Deep Multi-Level Network for Saliency Prediction. CoRR abs/1609.01064 (2016) - [i8]Lorenzo Baraldi, Costantino Grana, Rita Cucchiara:
Recognizing and Presenting the Storytelling Video Structure with Deep Multimodal Networks. CoRR abs/1610.01376 (2016) - [i6]Lorenzo Baraldi, Costantino Grana, Rita Cucchiara:
Hierarchical Boundary-Aware Neural Encoder for Video Captioning. CoRR abs/1611.09312 (2016) - [i5]Marcella Cornia, Lorenzo Baraldi, Giuseppe Serra, Rita Cucchiara:
Predicting Human Eye Fixations via an LSTM-based Saliency Attentive Model. CoRR abs/1611.09571 (2016) - 2015
- [c188]Lorenzo Baraldi, Costantino Grana, Rita Cucchiara:
Shot and Scene Detection via Hierarchical Clustering for Re-using Broadcast Video. CAIP (1) 2015: 801-811 - [c186]Lorenzo Baraldi, Costantino Grana, Rita Cucchiara:
Measuring Scene Detection Performance. IbPRIA 2015: 395-403 - [c181]Lorenzo Baraldi, Costantino Grana, Rita Cucchiara:
Scene segmentation using temporal clustering for accessing and re-using broadcast video. ICME 2015: 1-6 - [c179]Lorenzo Baraldi, Costantino Grana, Rita Cucchiara:
Analysis and Re-Use of Videos in Educational Digital Libraries with Automatic Scene Detection. IRCDL 2015: 155-164 - [c176]Lorenzo Baraldi, Costantino Grana, Rita Cucchiara:
A Deep Siamese Network for Scene Detection in Broadcast Videos. ACM Multimedia 2015: 1199-1202 - [i1]Lorenzo Baraldi, Costantino Grana, Rita Cucchiara:
A Deep Siamese Network for Scene Detection in Broadcast Videos. CoRR abs/1510.08893 (2015) - 2014
- [c172]Lorenzo Baraldi, Francesco Paci, Giuseppe Serra, Luca Benini, Rita Cucchiara:
Gesture Recognition in Ego-centric Videos Using Dense Trajectories and Hand Segmentation. CVPR Workshops 2014: 702-707 - 2013
- [c154]Giuseppe Serra, Marco Camurri, Lorenzo Baraldi, Michela Benedetti, Rita Cucchiara:
Hand segmentation for gesture recognition in EGO-vision. IMMPD@ACM Multimedia 2013: 31-36
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