Search Results - "Varanka, Tuomas"

Hyperbolic Deep Neural Networks: A Survey by Peng, Wei, Varanka, Tuomas, Mostafa, Abdelrahman, Shi, Henglin, Zhao, Guoying

“…Recently, hyperbolic deep neural networks (HDNNs) have been gaining momentum as the deep representations in the hyperbolic space provide high fidelity…”
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Rethinking the ST-GCNs for 3D skeleton-based human action recognition by Peng, Wei, Shi, Jingang, Varanka, Tuomas, Zhao, Guoying

“…The skeletal data has been an alternative for the human action recognition task as it provides more compact and distinct information compared to the…”
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Data Leakage and Evaluation Issues in Micro-Expression Analysis by Varanka, Tuomas, Li, Yante, Peng, Wei, Zhao, Guoying

“…Micro-expressions have drawn increasing interest lately due to various potential applications. The task is, however, difficult as it incorporates many…”
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PFStorer: Personalized Face Restoration and Super-Resolution by Varanka, Tuomas, Toivonen, Tapani, Tripathy, Soumya, Zhao, Guoying, Acar, Erman

“…Recent developments in face restoration have achieved remarkable results in producing high-quality and lifelike outputs. The stunning results however often…”
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PFStorer: Personalized Face Restoration and Super-Resolution by Varanka, Tuomas, Toivonen, Tapani, Tripathy, Soumya, Zhao, Guoying, Acar, Erman

“…Recent developments in face restoration have achieved remarkable results in producing high-quality and lifelike outputs. The stunning results however often…”
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Data Leakage and Evaluation Issues in Micro-Expression Analysis by Varanka, Tuomas, Li, Yante, Peng, Wei, Zhao, Guoying

“…Micro-expressions have drawn increasing interest lately due to various potential applications. The task is, however, difficult as it incorporates many…”
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Face Anonymization Made Simple by Kung, Han-Wei, Varanka, Tuomas, Saha, Sanjay, Sim, Terence, Sebe, Nicu

“…Current face anonymization techniques often depend on identity loss calculated by face recognition models, which can be inaccurate and unreliable…”
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Towards Localized Fine-Grained Control for Facial Expression Generation by Varanka, Tuomas, Khor, Huai-Qian, Li, Yante, Wei, Mengting, Kung, Hanwei, Sebe, Nicu, Zhao, Guoying

“…Generative models have surged in popularity recently due to their ability to produce high-quality images and video. However, steering these models to produce…”
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Hyperbolic Deep Neural Networks: A Survey by Peng, Wei, Varanka, Tuomas, Mostafa, Abdelrahman, Shi, Henglin, Zhao, Guoying

“…Recently, there has been a rising surge of momentum for deep representation learning in hyperbolic spaces due to theirhigh capacity of modeling data like…”
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