Pierpaolo Morì

15 papers A* 4A 3Journal 1Unranked 7
YearRankTypeTitle / Venue / Authors
2025 — conf
FLAR-SVD: Fast and Latency-Aware Singular Value Decomposition for Model Compression.
CVPR Workshops
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
2025 — conf
HiFi-LLP: High-Fidelity, Low-Cost Latency Predictors with Confidence for Robust HW-NAS.
SOCC
Shambhavi Balamuthu Sampath, Behzad Shomali, Nael Fasfous, Moritz Thoma, Judeson Anthony Fernando, Lukas Frickenstein, Pierpaolo Morì, Manoj Rohit Vemparala, Alexander Frickenstein, Walter Stechele
2025 A conf
HiFi-SAGE: High Fidelity GraphSAGE-Based Latency Estimators for DNN Optimization.
DATE
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
2025 A* conf
LA-MTL: Latency-Aware Automated Multi-Task Learning.
DAC
Shambhavi Balamuthu Sampath, Sami Sawani, Moritz Thoma, Lukas Frickenstein, Pierpaolo Morì, Nael Fasfous, Manoj Rohit Vemparala, Alexander Frickenstein, Ulf Schlichtmann, Claudio Passerone, Walter Stechele
2025 — conf
RepFC: Universal Structural Reparametrization Block for High Performance, Lightweight Deep Neural Networks.
CVPR Workshops
Shambhavi Balamuthu Sampath, Judeson Anthony Fernando, Moritz Thoma, Nael Fasfous, Lukas Frickenstein, Pierpaolo Morì, Manoj Rohit Vemparala, Alexander Frickenstein, Ulf Schlichtmann, Walter Stechele
2025 A* conf
SuperFast: Fast Supernet Training Using Initial Knowledge.
DAC
Moritz Thoma, Emad Aghajanzadeh, Shambhavi Balamuthu Sampath, Pierpaolo Morì, Nael Fasfous, Alexander Frickenstein, Manoj Rohit Vemparala, Daniel Mueller-Gritschneder, Ulf Schlichtmann
2025 — conf
Uncertainty Aware Training to Improve Uncertainty Active Learning for Semantic Segmentation.
CVPR Workshops
Moritz Thoma, Tobias Preintner, Emad Aghajanzadeh, Shambhavi Balamuthu Sampath, Pierpaolo Morì, Nael Fasfous, Manoj Rohit Vemparala, Alexander Frickenstein, Daniel Mueller-Gritschneder, Ulf Schlichtmann
2025 J jnl
ZuSE-KI-Mobil: AI Chip Design Platform for Automotive and Industrial Applications.
IEEE Trans. Very Large Scale Integr. Syst.
Shaown Mojumder, Simon Friedrich, Emil Matús, Matthias Lüders, Martin Friedrich, Oliver Renke, Holger Blume, Markus Kock, Gregor Schewior, Darius Grantz, Jens Benndorf, Julian Höfer, Patrick Schmidt, Jürgen Becker, Nael Fasfous, Pierpaolo Morì, Hans-Jörg Vögel, Samira Ahmadifarsani, Leonidas Kontopoulos, Ulf Schlichtmann, Yun-Jin Li, Gerhard P. Fettweis
2024 A conf
MATAR: Multi-Quantization-Aware Training for Accurate and Fast Hardware Retargeting.
DATE
Pierpaolo Morì, Moritz Thoma, Lukas Frickenstein, Shambhavi Balamuthu Sampath, Nael Fasfous, Manoj Rohit Vemparala, Alexander Frickenstein, Walter Stechele, Daniel Mueller-Gritschneder, Claudio Passerone
2024 — conf
Pruning as a Binarization Technique.
CVPR Workshops
Lukas Frickenstein, Pierpaolo Morì, Shambhavi Balamuthu Sampath, Moritz Thoma, Nael Fasfous, Manoj Rohit Vemparala, Alexander Frickenstein, Christian Unger, Claudio Passerone, Walter Stechele
2024 A conf
Wino Vidi Vici: Conquering Numerical Instability of 8-bit Winograd Convolution for Accurate Inference Acceleration on Edge.
WACV
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
2024 — conf
ZuSE-KI-Mobil AI Chip Design Platform: An Overview.
NorCAS
Shaown Mojumder, Simon Friedrich, Emil Matús, Gerhard P. Fettweis, Matthias Lüders, Martin Friedrich, Oliver Renke, Holger Blume, Julian Höfer, Patrick Schmidt, Jürgen Becker, Darius Grantz, Markus Kock, Jens Benndorf, Nael Fasfous, Pierpaolo Morì, Hans-Jörg Vögel, Samira Ahmadifarsani, Leonidas Kontopoulos, Ulf Schlichtmann, Kay Bierzynski
2023 — conf
Adversarial Robustness of Multi-bit Convolutional Neural Networks.
IntelliSys (3)
Lukas Frickenstein, Shambhavi Balamuthu Sampath, Pierpaolo Morì, Manoj Rohit Vemparala, Nael Fasfous, Alexander Frickenstein, Christian Unger, Claudio Passerone, Walter Stechele
2023 A* conf
WinoTrain: Winograd-Aware Training for Accurate Full 8-bit Convolution Acceleration.
DAC
Pierpaolo Morì, Shambhavi Balamuthu Sampath, Lukas Frickenstein, Manoj Rohit Vemparala, Nael Fasfous, Alexander Frickenstein, Walter Stechele, Claudio Passerone
2022 A* conf
Accelerating and pruning CNNs for semantic segmentation on FPGA.
DAC
Pierpaolo Morì, Manoj Rohit Vemparala, Nael Fasfous, Saptarshi Mitra, Sreetama Sarkar, Alexander Frickenstein, Lukas Frickenstein, Domenik Helms, Naveen Shankar Nagaraja, Walter Stechele, Claudio Passerone