Documents publiés en "2024"

Département de génie électrique

Henwood, S., Torcato Mordido, G. F., Savaria, Y., Anbil Parthipan, S. C., & Leduc-Primeau, F. (octobre 2024). Sharpness-Aware Minimization Scaled by Outlier Normalization for Robust DNNs on In-Memory Computing Accelerators [Communication écrite]. 58th Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, USA. Lien externe

Kern, J., Henwood, S., Torcato Mordido, G. F., Dupraz, E., Aissa-El-Bey, A., Savaria, Y., & Leduc-Primeau, F. (2024). Fast and Accurate Output Error Estimation for Memristor-Based Deep Neural Networks. IEEE Transactions on Signal Processing, 72, 1205-1218. Lien externe

Département de génie informatique et génie logiciel

Chitsaz, K., Fournier, Q., Torcato Mordido, G. F., & Anbil Parthipan, S. C. (novembre 2024). Exploring Quantization for Efficient Pre-Training of Transformer Language Models [Communication écrite]. Conference on Empirical Methods in Natural Language Processing (EMNLP 2024), Miami, FL, USA. Lien externe

Henwood, S., Torcato Mordido, G. F., Savaria, Y., Anbil Parthipan, S. C., & Leduc-Primeau, F. (octobre 2024). Sharpness-Aware Minimization Scaled by Outlier Normalization for Robust DNNs on In-Memory Computing Accelerators [Communication écrite]. 58th Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, USA. Lien externe

Torcato Mordido, G. F., Malviya, P., Baratin, A., & Anbil Parthipan, S. C. (juillet 2024). Lookbehind-SAM: k Steps Back, 1 Step Forward [Communication écrite]. 41st International Conference on Machine Learning (ICML 2024), Vienna, Austria. Lien externe

Zayed, A., Torcato Mordido, G. F., Baldini, I., & Anbil Parthipan, S. C. (août 2024). Why Don't Prompt-Based Fairness Metrics Correlate? [Communication écrite]. 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024), Bangkok, Thailand. Lien externe

Zayed, A., Torcato Mordido, G. F., Shabanian, S., Baldini, I., & Chandar, S. (février 2024). Fairness-Aware Structured Pruning in Transformers [Communication écrite]. 38th AAAI Conference on Artificial Intelligence (AAAI 2024). Publié dans Proceedings of the AAAI Conference on Artificial Intelligence, 38(20). Lien externe