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Efficient Training of Visual Transformers with Small-Size Datasets
Visual Transformers (VTs) are emerging as an architectural paradigm alternative to Convolutional networks (CNNs). Differently from …
Y. Liu, E. Sangineto, W. Bi, N. Sebe, B. Lepri, M. De Nadai
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Click to Move: Controlling Video Generation with Sparse Motion
This paper introduces Click to Move (C2M), a novel framework for video generation where the user can control the motion of the …
P. Ardino, M. De Nadai, B. Lepri, E. Ricci, S. Lathuilière
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Smoothing the Latent Style Space for Unsupervised Image-to-Image Translation
Image-to-Image (I2I) multi-domain translation models are usually evaluated also using the quality of their semantic interpolation …
Y. Liu, E. Sangineto, Y. Chen, L. Bao, H. Zhang, N. Sebe, B. Lepri, W. Wang, M. De Nadai
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Semantic-Guided Inpainting Network for Complex Urban Scenes Manipulation
P. Ardino, Y. Liu, E. Ricci, B. Lepri, M. De Nadai
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Retrieval guided unsupervised multi-domain image to image translation
Image to image translation aims to learn a mapping that transforms an image from one visual domain to another. Recent works assume that …
R. Gomez, Y. Liu, M. De Nadai, D. Karatzas, B. Lepri, N. Sebe
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Describe What to Change: A Text-guided Unsupervised Image-to-Image Translation Approach
Manipulating visual attributes of images through human-written text is a very challenging task. On the one hand, models have to learn …
Y. Liu, M. De Nadai, D. Cai, H. Li, X. Alameda-Pineda, N. Sebe, B. Lepri
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Understanding individual behaviour: from virtual to physical patterns
As “Big Data” has become pervasive, an increasing amount of research has connected the dots between human behaviour in the …
M. De Nadai, B. Lepri, N. Oliver
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Gesture-to-Gesture Translation in the Wild via Category-Independent Conditional Maps
Recent works have shown Generative Adversarial Networks (GANs) to be particularly effective in image-to-image translations. However, in …
Y. Liu, M. De Nadai, G. Zen, N. Sebe, B. Lepri
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The economic value of neighborhoods: Predicting real estate prices from the urban environment
Housing costs have a significant impact on individuals, families, businesses, and governments. Recently, online companies such as …
M. De Nadai, B. Lepri
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Are Safer Looking Neighborhoods More Lively? A Multimodal Investigation into Urban Life
Policy makers, urban planners, architects, sociologists, and economists are interested in creating urban areas that are both lively and …
M. De Nadai, R. L. Vieriu, G. Zen, S. Dragicevic, N. Naik, M. Caraviello, C. A. Hidalgo, N. Sebe, B. Lepri
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