Lorenzo Baraldi

02/23/2020 · The first Workshop on Computational Aspects of Deep Learning at ICPR 2020

Together with NVAITC, we are organizing the first Workshop on Computational Aspects of Deep Learning (CADL), which will be hosted at ICPR 2020. See the website for more.

12/18/2019 · Our Meshed-Memory Transformer ranks first on the COCO Image Captioning Leaderboard! 🏆

With a CIDEr-D of 1.321, our architecture for image captioning is first on COCO Captioning. See the leaderboard.

09/11/2019 · Interview at Smart City on Radio24

I have been interviewed by Maurizio Melis on Radio24. You can hear the podcast of the interview here.

08/05/2019 · LAMV is being used at Facebook to detect harmful content

Our solution for matching and detecting copied videos, published in CVPR 2018, is now being used in production scale at Facebook to detect harmful content.

See the official announcement on the Facebook newsroom website, and the Github repository with the source code.

07/16/2019 · The call for Demo and Exhibit for ICPR 2020 is online

We are looking for exciting demos and demonstrations by June 15th 2020. See the call.

STAGE: Spatio-Temporal Attention on Graph Entities for Video Action Detection
Matteo Tomei, Lorenzo Baraldi, Simone Calderara, Simone Bronzin, Rita Cucchiara

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Perceive, Transform, and Act: Multi-Modal Attention Networks for Vision-and-Language Navigation
Federico Landi, Marcella Cornia, Lorenzo Baraldi, Massimiliano Corsini, Rita Cucchiara

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M²: Meshed-Memory Transformer for Image Captioning
Marcella Cornia, Matteo Stefanini, Lorenzo Baraldi, Rita Cucchiara
CVPR 2020

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SMArT: Training Shallow Memory-aware Transformers for Robotic Explainability
Marcella Cornia, Lorenzo Baraldi, Massimiliano Corsini, Rita Cucchiara
ICRA 2020

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Explaining Digital Humanities by Aligning Images and Textual Descriptions
Marcella Cornia, Matteo Stefanini, Lorenzo Baraldi, Massimiliano Corsini, Rita Cucchiara
PATTERN RECOGNITION LETTERS

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Embodied Vision-and-Language Navigation with Dynamic Convolutional Filters
Federico Landi, Lorenzo Baraldi, Massimiliano Corsini, Rita Cucchiara
BMVC 2019

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Show, Control and Tell: A Framework for Generating Controllable and Grounded Captions
Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
CVPR 2019

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Art2Real: Unfolding the Reality of Artworks via Semantically-Aware Image-to-Image Translation
Matteo Tomei, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
CVPR 2019

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Predicting Human Eye Fixations via an LSTM-based Saliency Attentive Model
Marcella Cornia, Lorenzo Baraldi, Giuseppe Serra, Rita Cucchiara
IEEE TRANSACTIONS ON IMAGE PROCESSING

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LAMV: Learning to align and match videos with kernelized temporal layers
Lorenzo Baraldi, Matthijs Douze, Rita Cucchiara, Hervé Jégou
CVPR 2018

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Hierarchical Boundary-Aware Neural Encoder for Video Captioning
Lorenzo Baraldi, Costantino Grana, Rita Cucchiara
CVPR 2017

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