research
∙
08/24/2023
Robot Pose Nowcasting: Forecast the Future to Improve the Present
In recent years, the effective and safe collaboration between humans and...
share
research
∙
08/14/2023
Diffusion Based Augmentation for Captioning and Retrieval in Cultural Heritage
Cultural heritage applications and advanced machine learning models are ...
research
∙
07/26/2023
ECO: Ensembling Context Optimization for Vision-Language Models
Image recognition has recently witnessed a paradigm shift, where vision-...
research
∙
04/17/2023
Transformer-based Graph Neural Networks for Outfit Generation
Suggesting complementary clothing items to compose an outfit is a proces...
research
∙
04/13/2023
Neuromorphic Event-based Facial Expression Recognition
Recently, event cameras have shown large applicability in several comput...
research
∙
11/15/2022
Forecasting Future Instance Segmentation with Learned Optical Flow and Warping
For an autonomous vehicle it is essential to observe the ongoing dynamic...
research
∙
08/01/2022
Fashion Recommendation Based on Style and Social Events
Fashion recommendation is often declined as the task of finding compleme...
research
∙
07/25/2022
Is GPT-3 all you need for Visual Question Answering in Cultural Heritage?
The use of Deep Learning and Computer Vision in the Cultural Heritage do...
research
∙
06/07/2022
Online Deep Clustering with Video Track Consistency
Several unsupervised and self-supervised approaches have been developed ...
research
∙
03/23/2022
SMEMO: Social Memory for Trajectory Forecasting
Effective modeling of human interactions is of utmost importance when fo...
research
∙
12/11/2020
Garment Recommendation with Memory Augmented Neural Networks
Fashion plays a pivotal role in society. Combining garments appropriatel...
research
∙
10/18/2020
Multiple Future Prediction Leveraging Synthetic Trajectories
Trajectory prediction is an important task, especially in autonomous dri...
research
∙
10/18/2020
Temporal Binary Representation for Event-Based Action Recognition
In this paper we present an event aggregation strategy to convert the ou...
research
∙
06/05/2020
Explaining Autonomous Driving by Learning End-to-End Visual Attention
Current deep learning based autonomous driving approaches yield impressi...
research
∙
06/05/2020
MANTRA: Memory Augmented Networks for Multiple Trajectory Prediction
Autonomous vehicles are expected to drive in complex scenarios with seve...
research
∙
03/22/2020
Visual Question Answering for Cultural Heritage
Technology and the fruition of cultural heritage are becoming increasing...
research
∙
05/29/2018
Semantic Road Layout Understanding by Generative Adversarial Inpainting
Autonomous driving is becoming a reality, yet vehicles still need to rel...
research
∙
05/04/2017
Am I Done? Predicting Action Progress in Videos
In this paper we introduce the problem of predicting action progress in ...
research
∙
09/01/2016