Project | SustainML_SDS

Duration: 10/01/2022 - 09/30/2025

Application Aware, Life-Cycle Oriented Model-Hardware Co-Design Framework for Sustainable, Energy Efficient ML Systems

The framework will be made available on the AI4EU platform and disseminated through close collaboration with initiatives such as the ICT 48 networks. It will also be directly exploited by the industrial partners representing various parts of the relevant value chain: from software framework, through hardware to AI services.

Keyfacts

Involved research areas

Publications

All publications

Webcam-Based Pupil Diameter Prediction Benefits from Upscaling
Vijul Shah; Brian Moser; Ko Watanabe; Andreas Dengel
In: Proceedings of the 17th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART. International Conference on Agents and Artificial Intelligence (ICAART), located at ICAART-2025, February 23-25, Porto, Portugal, Pages 376-385, ISBN 978-989-758-737-5, SciTePress, 2025.
Dynamic Attention-Guided Diffusion for Image Super-Resolution
Brian B Moser; Stanislav Frolov; Federico Raue; Sebastian Palacio; Andreas Dengel
In: IEEE/CVF Winter Conference on Applications of Computer Vision (WACV). IEEE Winter Conference on Applications of Computer Vision (WACV-2025), February 28 - March 5, Tucson, Arizona, USA, IEEE, 2025.
TKG-DM: Training-free Chroma Key Content Generation Diffusion Model
Ryugo Morita; Stanislav Frolov; Brian Moser; Takahiro Shirakawa; Ko Watanabe; Andreas Dengel; Jinjia Zhou
In: The IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR). International Conference on Computer Vision and Pattern Recognition (CVPR-2025), June 11-15, Nashville, Tennessee, USA, IEEE, 2025.

Project | SustainML_SDS

Application Aware, Life-Cycle Oriented Model-Hardware Co-Design Framework for Sustainable, Energy Efficient ML Systems

Keyfacts

Involved research areas

Publications

Webcam-Based Pupil Diameter Prediction Benefits from Upscaling

Dynamic Attention-Guided Diffusion for Image Super-Resolution

TKG-DM: Training-free Chroma Key Content Generation Diffusion Model

Funding Authorities

EU - European Union

101070408

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Keyfacts

Involved research areas

Webcam-Based Pupil Diameter Prediction Benefits from Upscaling

Dynamic Attention-Guided Diffusion for Image Super-Resolution

TKG-DM: Training-free Chroma Key Content Generation Diffusion Model

Funding Authorities

EU - European Union

101070408