Mohammad Motamedi

18 papers A* 1C 2Journal 14Unranked 1
YearRankTypeTitle / Venue / Authors
2022 A* conf
PARSRec: Explainable Personalized Attention-fused Recurrent Sequential Recommendation Using Session Partial Actions.
KDD
Ehsan Gholami, Mohammad Motamedi, Ashwin Aravindakshan
2022 J jnl
PARSRec: Explainable Personalized Attention-fused Recurrent Sequential Recommendation Using Session Partial Actions.
CoRR
Ehsan Gholami, Mohammad Motamedi, Ashwin Aravindakshan
2022 J jnl
Scalable CNN Synthesis for Resource-Constrained Embedded Platforms.
IEEE Internet Things J.
Mohammad Motamedi, Felix Portillo, Mahya Saffarpour, Daniel D. Fong, Soheil Ghiasi
2021 J jnl
A Data-Centric Approach for Training Deep Neural Networks with Less Data.
CoRR
Mohammad Motamedi, Nikolay Sakharnykh, Tim Kaldewey
2020 J jnl
Octopus: Context-Aware CNN Inference for IoT Applications.
IEEE Embed. Syst. Lett.
Mohammad Motamedi, Felix Portillo, Mahya Saffarpour, Daniel D. Fong, Soheil Ghiasi
2019 J jnl
Cappuccino: Efficient CNN Inference Software Synthesis for Mobile System-on-Chips.
IEEE Embed. Syst. Lett.
Mohammad Motamedi, Daniel D. Fong, Soheil Ghiasi
2019 J jnl
Distill-Net: Application-Specific Distillation of Deep Convolutional Neural Networks for Resource-Constrained IoT Platforms.
ACM Trans. Embed. Comput. Syst.
Mohammad Motamedi, Felix Portillo, Daniel D. Fong, Soheil Ghiasi
2019 J jnl
Resource-Scalable CNN Synthesis for IoT Applications.
CoRR
Mohammad Motamedi, Felix Portillo, Mahya Saffarpour, Daniel D. Fong, Soheil Ghiasi
2018 J jnl
Distill-Net: Application-Specific Distillation of Deep Convolutional Neural Networks for Resource-Constrained IoT Platforms.
CoRR
Mohammad Motamedi, Felix Portillo, Daniel D. Fong, Soheil Ghiasi
2018 J jnl
Ristretto: A Framework for Empirical Study of Resource-Efficient Inference in Convolutional Neural Networks.
IEEE Trans. Neural Networks Learn. Syst.
Philipp Gysel, Jon J. Pimentel, Mohammad Motamedi, Soheil Ghiasi
2017 J jnl
Cappuccino: Efficient Inference Software Synthesis for Mobile System-on-Chips.
CoRR
Mohammad Motamedi, Daniel D. Fong, Soheil Ghiasi
2017 J jnl
Machine Intelligence on Resource-Constrained IoT Devices: The Case of Thread Granularity Optimization for CNN Inference.
ACM Trans. Embed. Comput. Syst.
Mohammad Motamedi, Daniel D. Fong, Soheil Ghiasi
2017 J jnl
PLACID: A Platform for FPGA-Based Accelerator Creation for DCNNs.
ACM Trans. Multim. Comput. Commun. Appl.
Mohammad Motamedi, Philipp Gysel, Soheil Ghiasi
2016 — conf
Design space exploration of FPGA-based Deep Convolutional Neural Networks.
ASP-DAC
Mohammad Motamedi, Philipp Gysel, Venkatesh Akella, Soheil Ghiasi
2016 J jnl
Fast and Energy-Efficient CNN Inference on IoT Devices.
CoRR
Mohammad Motamedi, Daniel D. Fong, Soheil Ghiasi
2016 J jnl
Hardware-oriented Approximation of Convolutional Neural Networks.
CoRR
Philipp Gysel, Mohammad Motamedi, Soheil Ghiasi
2010 C conf
Robust adaptive control of a micro telemanipulation system using sliding mode-based force estimation.
ACC
Mohammad Motamedi, Gholamreza Vossoughi, Mohammad Taghi Ahmadian, Seyed Mehdi Rezaei, Mohammad Zareinejad, Mozafar Saadat
2009 C conf
Robust control of a piezoelectric stage under thermal and external load disturbances.
ACC
Mohammad Motamedi, Seyed Mehdi Rezaei, Mohammad Zareinejad, Mozafar Saadat