Max Sponner

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 5

Top Topics

Temporal Correlation

Data Processing

Top Venues

ACM Comput. Surv.

Publications

Max Sponner, Bernd Waschneck, Akash Kumar
Adapting Neural Networks at Runtime: Current Trends in At-Runtime Optimizations for Deep Learning. ACM Comput. Surv. 56 (10) (2024)
Max Sponner, Lorenzo Servadei, Bernd Waschneck, Robert Wille, Akash Kumar
Efficient Post-Training Augmentation for Adaptive Inference in Heterogeneous and Distributed IoT Environments. CoRR (2024)
Max Sponner, Lorenzo Servadei, Bernd Waschneck, Robert Wille, Akash Kumar
Temporal Decisions: Leveraging Temporal Correlation for Efficient Decisions in Early Exit Neural Networks. CoRR (2024)
Max Sponner, Julius Ott, Lorenzo Servadei, Bernd Waschneck, Robert Wille, Akash Kumar
Temporal Patience: Efficient Adaptive Deep Learning for Embedded Radar Data Processing. CoRR (2023)
Max Sponner, Bernd Waschneck, Akash Kumar
Compiler Toolchains for Deep Learning Workloads on Embedded Platforms. CoRR (2021)