Výsledky vyhledávání

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Temporally Compressed 3D Gaussian Splatting for Dynamic Scenes

Autor: Javed, Saqib, Khan, Ahmad Jarrar, Dumery, Corentin, Zhao, Chen, Salzmann, Mathieu

Recent advancements in high-fidelity dynamic scene reconstruction have leveraged dynamic 3D Gaussians and 4D Gaussian Splatting for realistic scene representation. However, to make these methods viable for real-time applications such as AR/VR, gaming

Externí odkaz: http://arxiv.org/abs/2412.05700

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Self-Ensembling Gaussian Splatting for Few-Shot Novel View Synthesis

Autor: Zhao, Chen, Wang, Xuan, Zhang, Tong, Javed, Saqib, Salzmann, Mathieu

3D Gaussian Splatting (3DGS) has demonstrated remarkable effectiveness for novel view synthesis (NVS). However, the 3DGS model tends to overfit when trained with sparse posed views, limiting its generalization ability to novel views. In this paper, w

Externí odkaz: http://arxiv.org/abs/2411.00144

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QT-DoG: Quantization-aware Training for Domain Generalization

Autor: Javed, Saqib, Le, Hieu, Salzmann, Mathieu

Domain Generalization (DG) aims to train models that perform well not only on the training (source) domains but also on novel, unseen target data distributions. A key challenge in DG is preventing overfitting to source domains, which can be mitigated

Externí odkaz: http://arxiv.org/abs/2410.06020

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Modular Quantization-Aware Training for 6D Object Pose Estimation

Autor: Javed, Saqib, Li, Chengkun, Price, Andrew, Hu, Yinlin, Salzmann, Mathieu

Edge applications, such as collaborative robotics and spacecraft rendezvous, demand efficient 6D object pose estimation on resource-constrained embedded platforms. Existing 6D pose estimation networks are often too large for such deployments, necessi

Externí odkaz: http://arxiv.org/abs/2303.06753

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Akademický článek

Some aspects of controlling radiant and convective cooling systems

Autor: Arghand Taha, Dalenbäck Jan-Olof, Trüschel Anders, Javed Saqib

Publikováno v: E3S Web of Conferences, Vol 111, p 05008 (2019)

Designing appropriate control systems for radiant heating and cooling terminals entails an understanding of their dynamic behaviour. This study experimentally investigates the dynamic response of a room with convective and radiant cooling systems. Th

Externí odkaz: https://doaj.org/article/b3094dc51c394919aae31fc32019c6e5

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