MORI', PIERPAOLO
MORI', PIERPAOLO
Dipartimento di Elettronica e Telecomunicazioni
050522
Adversarial Robustness of Multi-bit Convolutional Neural Networks
2024 Frickenstein, L.; Sampath, S. B.; Mori', Pierpaolo; Vemparala, M. -R.; Fasfous, N.; Frickenstein, A.; Unger, C.; Passerone, C.; Stechele, W.
MATAR: Multi-Quantization-Aware Training for Accurate and Fast Hardware Retargeting
2024 Mori, Pierpaolo; Thoma, Moritz; Frickenstein, Lukas; Balamuthu Sampath, Shambhavi; Fasfous, Nael; Rohit Vemparala, Manoj; Frickenstein, Alexander; Stechele, Walter; Mueller-Gritschneder, Daniel; Passerone, Claudio
Pruning as a Binarization Technique
2024 Frickenstein, Lukas; Mori, Pierpaolo; Balamuthu Sampath, Shambhavi; Thoma, Moritz; Fasfous, Nael; Rohit Vemparala, Manoj; Frickenstein, Alexander; Unger, Christian; Passerone, Claudio; Stechele, Walter
Wino Vidi Vici: Conquering Numerical Instability of 8-Bit Winograd Convolution for Accurate Inference Acceleration on Edge
2024 Mori, Pierpaolo; Frickenstein, Lukas; Balamuthu Sampath, Shambhavi; Thoma, Moritz; Fasfous, Nael; Rohit Vemparala, Manoj; Frickenstein, Alexander; Unger, Christian; Stechele, Walter; Mueller-Gritschneder, Daniel; Passerone, Claudio
WinoTrain: Winograd-Aware Training for Accurate Full 8-bit Convolution Acceleration
2023 Mori, Pierpaolo; Sampath, Shambhavi-Balamuthu; Frickenstein, Lukas; Vemparala, Manoj-Rohit; Fasfous, Nael; Frickenstein, Alexander; Stechele, Walter; Passerone, Claudio
Accelerating and pruning CNNs for semantic segmentation on FPGA
2022 Mori, Pierpaolo; Vemparala, Manoj-Rohit; Fasfous, Nael; Mitra, Saptarshi; Sarkar, Sreetama; Frickenstein, Alexander; Frickenstein, Lukas; Helms, Domenik; Nagaraja, Naveen-Shankar; Stechele, Walter; Passerone, Claudio
Citazione | Data di pubblicazione | Autori | File |
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Adversarial Robustness of Multi-bit Convolutional Neural Networks / Frickenstein, L.; Sampath, S. B.; Mori', Pierpaolo; Vemparala, M. -R.; Fasfous, N.; Frickenstein, A.; Unger, C.; Passerone, C.; Stechele, W.. - STAMPA. - (2024), pp. 157-174. (Intervento presentato al convegno IntelliSys 2023) [10.1007/978-3-031-47715-7_12]. | 1-gen-2024 | Mori PierpaoloPasserone C. + | intellisys23_final.pdf; _Accept__IntelliSys23___Adversarial_Robustness_of_MBNs.pdf |
MATAR: Multi-Quantization-Aware Training for Accurate and Fast Hardware Retargeting / Mori, Pierpaolo; Thoma, Moritz; Frickenstein, Lukas; Balamuthu Sampath, Shambhavi; Fasfous, Nael; Rohit Vemparala, Manoj; Frickenstein, Alexander; Stechele, Walter; Mueller-Gritschneder, Daniel; Passerone, Claudio. - ELETTRONICO. - (2024). (Intervento presentato al convegno Design, Automation & Test in Europe Conference (DATE 2024) tenutosi a Valencia (Spain) nel 25-27 March 2024). | 1-gen-2024 | Pierpaolo MoriClaudio Passerone + | _Writing__DATE24___Multi_Branch_QNN (9).pdf; 591_pdf_upload.pdf |
Pruning as a Binarization Technique / Frickenstein, Lukas; Mori, Pierpaolo; Balamuthu Sampath, Shambhavi; Thoma, Moritz; Fasfous, Nael; Rohit Vemparala, Manoj; Frickenstein, Alexander; Unger, Christian; Passerone, Claudio; Stechele, Walter. - ELETTRONICO. - (2024), pp. 2131-2140. (Intervento presentato al convegno Conference on Computer Vision and Pattern Recognition (CVPR)). | 1-gen-2024 | Pierpaolo MoriClaudio Passerone + | Frickenstein_Pruning_as_a_Binarization_Technique_CVPRW_2024_paper.pdf |
Wino Vidi Vici: Conquering Numerical Instability of 8-Bit Winograd Convolution for Accurate Inference Acceleration on Edge / Mori, Pierpaolo; Frickenstein, Lukas; Balamuthu Sampath, Shambhavi; Thoma, Moritz; Fasfous, Nael; Rohit Vemparala, Manoj; Frickenstein, Alexander; Unger, Christian; Stechele, Walter; Mueller-Gritschneder, Daniel; Passerone, Claudio. - ELETTRONICO. - (2024), pp. 53-62. (Intervento presentato al convegno Winter Conference on Applications of Computer Vision (WACV) tenutosi a Waikoloa, HI (USA) nel 03-08 January 2024) [10.1109/WACV57701.2024.00013]. | 1-gen-2024 | Pierpaolo MoriClaudio Passerone + | _Writing__WACV2024___WinoWidiWici (5).pdf; Mori-Wino.pdf |
WinoTrain: Winograd-Aware Training for Accurate Full 8-bit Convolution Acceleration / Mori, Pierpaolo; Sampath, Shambhavi-Balamuthu; Frickenstein, Lukas; Vemparala, Manoj-Rohit; Fasfous, Nael; Frickenstein, Alexander; Stechele, Walter; Passerone, Claudio. - ELETTRONICO. - (2023), pp. 1-6. (Intervento presentato al convegno Proceedings of the 60th ACM/IEEE Design Automation Conference tenutosi a San Francisco, CA, USA nel 09-13 July 2023) [10.1109/DAC56929.2023.10247805]. | 1-gen-2023 | Mori, PierpaoloPasserone, Claudio + | WinoTrain_Winograd-Aware_Training_for_Accurate_Full_8-bit_Convolution_Acceleration.pdf; _Accept__WinoTrain__Winograd_Aware_Training_for_Accurate_Full_8_bit_Convolution_Acceleration.pdf |
Accelerating and pruning CNNs for semantic segmentation on FPGA / Mori, Pierpaolo; Vemparala, Manoj-Rohit; Fasfous, Nael; Mitra, Saptarshi; Sarkar, Sreetama; Frickenstein, Alexander; Frickenstein, Lukas; Helms, Domenik; Nagaraja, Naveen-Shankar; Stechele, Walter; Passerone, Claudio. - STAMPA. - DAC '22: Proceedings of the 59th ACM/IEEE Design Automation Conference:(2022), pp. 145-150. (Intervento presentato al convegno Proceedings of the 59th ACM/IEEE Design Automation Conference tenutosi a San Francisco (USA) nel 10-14 luglio 2022) [10.1145/3489517.3530424]. | 1-gen-2022 | Mori, PierpaoloPasserone,Claudio + | 3489517.3530424.pdf |