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Spatial Entropy Regularization for Vision Transformers



Elia Peruzzo , Enver Sangineto , Yahui Liu , Marco De Nadai , Wei Bi , Bruno Lepri , Nicu Sebe


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ISF-GAN: An Implicit Style Function for High-Resolution Image-to-Image Translation



Yahui Liu , Yajing Chen , Linchao Bao , Nicu Sebe , Bruno Lepri , Marco De Nadai

* 12 pages, 14 figures 

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Click to Move: Controlling Video Generation with Sparse Motion



Pierfrancesco Ardino , Marco De Nadai , Bruno Lepri , Elisa Ricci , Stéphane Lathuilière

* Accepted by International Conference on Computer Vision (ICCV 2021) 

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Smoothing the Disentangled Latent Style Space for Unsupervised Image-to-Image Translation



Yahui Liu , Enver Sangineto , Yajing Chen , Linchao Bao , Haoxian Zhang , Nicu Sebe , Bruno Lepri , Wei Wang , Marco De Nadai

* Accepted to CVPR 2021 

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Efficient Training of Visual Transformers with Small-Size Datasets



Yahui Liu , Enver Sangineto , Wei Bi , Nicu Sebe , Bruno Lepri , Marco De Nadai


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Semantic-Guided Inpainting Network for Complex Urban Scenes Manipulation



Pierfrancesco Ardino , Yahui Liu , Elisa Ricci , Bruno Lepri , Marco De Nadai

* To appear in the Proceedings of IEEE ICPR 2020 

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Retrieval Guided Unsupervised Multi-domain Image-to-Image Translation



Raul Gomez , Yahui Liu , Marco De Nadai , Dimosthenis Karatzas , Bruno Lepri , Nicu Sebe

* Submitted to ACM MM '20, October 12-16, 2020, Seattle, WA, USA 

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Describe What to Change: A Text-guided Unsupervised Image-to-Image Translation Approach



Yahui Liu , Marco De Nadai , Deng Cai , Huayang Li , Xavier Alameda-Pineda , Nicu Sebe , Bruno Lepri

* Submitted to ACM MM '20, October 12-16, 2020, Seattle, WA, USA 

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GMM-UNIT: Unsupervised Multi-Domain and Multi-Modal Image-to-Image Translation via Attribute Gaussian Mixture Modeling



Yahui Liu , Marco De Nadai , Jian Yao , Nicu Sebe , Bruno Lepri , Xavier Alameda-Pineda

* 27 pages, 17 figures 

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