Moritz Thoma

According to our database, Moritz Thoma authored at least 12 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

HiFi-LLP: High-Fidelity, Low-Cost Latency Predictors with Confidence for Robust HW-NAS.

Shambhavi Balamuthu Sampath, Behzad Shomali, Nael Fasfous, Moritz Thoma, Judeson Anthony Fernando, Lukas Frickenstein, Pierpaolo Morì, Manoj Rohit Vemparala, Alexander Frickenstein, Walter Stechele

Proceedings of the 38th IEEE International System-on-Chip Conference, 2025

HotShot: A Loss-Guided Data Augmentation and Curriculum Learning Technique for the Task of Semantic Segmentation.

Lukas Frickenstein, Moritz Thoma, Pierpaolo Morì, Shambhavi Balamuthu Sampath, Nael Fasfous, Manoj Rohit Vemparala, Alexander Frickenstein, Christian Unger, Claudio Passerone, Walter Stechele

Proceedings of the IEEE Intelligent Vehicles Symposium, 2025

HiFi-SAGE: High Fidelity GraphSAGE-Based Latency Estimators for DNN Optimization.

Shambhavi Balamuthu Sampath, Leon Hecht, Moritz Thoma, Lukas Frickenstein, Pierpaolo Morì, Nael Fasfous, Manoj Rohit Vemparala, Alexander Frickenstein, Walter Stechele, Daniel Mueller-Gritschneder, Claudio Passerone

Proceedings of the Design, Automation & Test in Europe Conference, 2025

SuperFast: Fast Supernet Training Using Initial Knowledge.

Moritz Thoma, Emad Aghajanzadeh, Shambhavi Balamuthu Sampath, Pierpaolo Morì, Nael Fasfous, Alexander Frickenstein, Manoj Rohit Vemparala, Daniel Mueller-Gritschneder, Ulf Schlichtmann

Proceedings of the 62nd ACM/IEEE Design Automation Conference, 2025

LA-MTL: Latency-Aware Automated Multi-Task Learning.

Shambhavi Balamuthu Sampath, Sami Sawani, Moritz Thoma, Lukas Frickenstein, Pierpaolo Morì, Nael Fasfous, Manoj Rohit Vemparala, Alexander Frickenstein, Ulf Schlichtmann, Claudio Passerone, Walter Stechele

Proceedings of the 62nd ACM/IEEE Design Automation Conference, 2025

FLAR-SVD: Fast and Latency-Aware Singular Value Decomposition for Model Compression.

Moritz Thoma, Jorge Villasante, Emad Aghajanzadeh, Shambhavi Balamuthu Sampath, Pierpaolo Morì, Maximilian Groetzinger, Daniil Dylkin, Manoj Rohit Vemparala, Nael Fasfous, Alexander Frickenstein, Daniel Mueller-Gritschneder, Ulf Schlichtmann

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025

Uncertainty Aware Training to Improve Uncertainty Active Learning for Semantic Segmentation.

Moritz Thoma, Tobias Preintner, Emad Aghajanzadeh, Shambhavi Balamuthu Sampath, Pierpaolo Morì, Nael Fasfous, Manoj Rohit Vemparala, Alexander Frickenstein, Daniel Mueller-Gritschneder, Ulf Schlichtmann

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025

RepFC: Universal Structural Reparametrization Block for High Performance, Lightweight Deep Neural Networks.

Shambhavi Balamuthu Sampath, Judeson Anthony Fernando, Moritz Thoma, Nael Fasfous, Lukas Frickenstein, Pierpaolo Morì, Manoj Rohit Vemparala, Alexander Frickenstein, Ulf Schlichtmann, Walter Stechele

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025

2024

Wino Vidi Vici: Conquering Numerical Instability of 8-bit Winograd Convolution for Accurate Inference Acceleration on Edge.

Pierpaolo Morì, Lukas Frickenstein, Shambhavi Balamuthu Sampath, Moritz Thoma, Nael Fasfous, Manoj Rohit Vemparala, Alexander Frickenstein, Christian Unger, Walter Stechele, Daniel Mueller-Gritschneder, Claudio Passerone

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

MATAR: Multi-Quantization-Aware Training for Accurate and Fast Hardware Retargeting.

Pierpaolo Morì, Moritz Thoma, Lukas Frickenstein, Shambhavi Balamuthu Sampath, Nael Fasfous, Manoj Rohit Vemparala, Alexander Frickenstein, Walter Stechele, Daniel Mueller-Gritschneder, Claudio Passerone

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2024

Pruning as a Binarization Technique.

Lukas Frickenstein, Pierpaolo Morì, Shambhavi Balamuthu Sampath, Moritz Thoma, Nael Fasfous, Manoj Rohit Vemparala, Alexander Frickenstein, Christian Unger, Claudio Passerone, Walter Stechele

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Machine learning in run-time control of multicore processor systems.

Florian Maurer, Moritz Thoma, Anmol Prakash Surhonne, Bryan Donyanavard, Andreas Herkersdorf

it Inf. Technol., August, 2023