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10/03/2022
Smooth image-to-image translations with latent space interpolations
Multi-domain image-to-image (I2I) translations can transform a source im...
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06/09/2022
Spatial Entropy Regularization for Vision Transformers
Recent work has shown that the attention maps of Vision Transformers (VT...
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09/26/2021
ISF-GAN: An Implicit Style Function for High-Resolution Image-to-Image Translation
Recently, there has been an increasing interest in image editing methods...
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08/19/2021
Click to Move: Controlling Video Generation with Sparse Motion
This paper introduces Click to Move (C2M), a novel framework for video g...
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07/26/2021
Living in a pandemic: adaptation of individual mobility and social activity in the US
The non-pharmaceutical interventions (NPIs), aimed at reducing the diffu...
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06/16/2021
Smoothing the Disentangled Latent Style Space for Unsupervised Image-to-Image Translation
Image-to-Image (I2I) multi-domain translation models are usually evaluat...
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06/07/2021
Efficient Training of Visual Transformers with Small-Size Datasets
Visual Transformers (VTs) are emerging as an architectural paradigm alte...
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10/19/2020
Semantic-Guided Inpainting Network for Complex Urban Scenes Manipulation
Manipulating images of complex scenes to reconstruct, insert and/or remo...
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08/11/2020
Retrieval Guided Unsupervised Multi-domain Image-to-Image Translation
Image to image translation aims to learn a mapping that transforms an im...
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08/10/2020
Describe What to Change: A Text-guided Unsupervised Image-to-Image Translation Approach
Manipulating visual attributes of images through human-written text is a...
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04/13/2020
Socio-economic, built environment, and mobility conditions associated with crime: A study of multiple cities
Nowadays, 23 metropolises, criminal activity is much higher and violent ...
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03/27/2020
Mobile phone data and COVID-19: Missing an opportunity?
This paper describes how mobile phone data can guide government and publ...
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03/15/2020
GMM-UNIT: Unsupervised Multi-Domain and Multi-Modal Image-to-Image Translation via Attribute Gaussian Mixture Modeling
Unsupervised image-to-image translation (UNIT) aims at learning a mappin...
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02/13/2020
Understanding individual behaviour: from virtual to physical patterns
As "Big Data" has become pervasive, an increasing amount of research has...
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07/12/2019
Gesture-to-Gesture Translation in the Wild via Category-Independent Conditional Maps
Recent works have shown Generative Adversarial Networks (GANs) to be par...
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04/19/2019
Apps, Places and People: strategies, limitations and trade-offs in the physical and digital worlds
Cognition has been found to constrain several aspects of human behaviour...
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08/07/2018
The economic value of neighborhoods: Predicting real estate prices from the urban environment
Housing costs have a significant impact on individuals, families, busine...
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06/18/2018
Is social capital associated with synchronization in human communication? An analysis of Italian call records and measures of civic engagement
Social capital has been studied in economics, sociology and political sc...
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06/18/2018