Lorenzo Baraldi

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

Together with NVAITC, we are organizing the first Workshop on Computational Aspects of Deep Learning. Stay tuned 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.

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

PDF   Code  

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

PDF   Code  

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

PDF   Code  

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

PDF  

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

PDF   Code  

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

PDF   Code  

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

PDF   Code  

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

PDF   Code  

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

PDF   Code  

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

PDF