Ahmet Erdem

16 papers C 2Journal 3Unranked 9
YearRankTypeTitle / Venue / Authors
2025 — conf
Stochastic Covariance Regularization for Imbalanced Datasets.
ICANN (1)
Ahmet Erdem, Faik Boray Tek
2024 J jnl
Winning Amazon KDD Cup'24.
CoRR
Chris Deotte, Ivan Sorokin, Ahmet Erdem, Benedikt Schifferer, Gilberto Titericz, Simon Jégou
2020 — conf
A Tile-based Fused-layer CNN Accelerator for FPGAs.
ICECS
Fabrizio Indirli, Ahmet Erdem, Cristina Silvano
2020 — —
Exploration and mapping of deep neural networks to low-power hardware accelerators and FPGAs.
Ahmet Erdem
2020 — conf
GPU Accelerated Feature Engineering and Training for Recommender Systems.
RecSys Challenge
Benedikt Schifferer, Gilberto Titericz, Chris Deotte, Christof Henkel, Kazuki Onodera, Jiwei Liu, Bojan Tunguz, Even Oldridge, Gabriel de Souza Pereira Moreira, Ahmet Erdem
2020 J jnl
Runtime Design Space Exploration and Mapping of DCNNs for the Ultra-Low-Power Orlando SoC.
ACM Trans. Archit. Code Optim.
Ahmet Erdem, Cristina Silvano, Thomas Boesch, Andrea C. Ornstein, Surinder Pal Singh, Giuseppe Desoli
2019 — conf
A Tile-based Fused-Layer Approach to Accelerate DCNNs on Low-Density FPGAs.
ICECS
Ahmet Erdem, Danijela Babic, Cristina Silvano
2019 — ch.
Blockchain Blockchain for Ensuring Security Security , Privacy Privacy , and Trust Trust in IoT IoT Environments: The State of the Art.
Security, Privacy and Trust in the IoT Environment
Ahmet Erdem, Sevgi Özkan Yildirim, Pelin Angin
2018 — conf
Design Space Exploration for Orlando Ultra Low-Power Convolutional Neural Network SoC.
ASAP
Ahmet Erdem, Cristina Silvano, Thomas Boesch, Andrea C. Ornstein, Surinder Pal Singh, Giuseppe Desoli
2018 — conf
Design Space Pruning and Computational Workload Splitting for Autotuning OpenCL Applications.
RAPIDO
Ahmet Erdem, Davide Gadioli, Gianluca Palermo, Cristina Silvano
2018 — conf
Parallelized Convolutions for Embedded Ultra Low Power Deep Learning SoC.
RTSI
Lorenzo Cunial, Ahmet Erdem, Cristina Silvano, Mirko Falchetto, Andrea C. Ornstein, Emanuele Plebani, Giuseppe Desoli, Danilo Pau
2016 — conf
Automatic Pruning of Autotuning Parameter Space for OpenCL Applications.
RES4ANT@DATE
Ahmet Erdem, Gianluca Palermo, Cristina Silvano
2015 C conf
Semi-supervised gas detection in hyperspectral imaging.
IGARSS
Safak Ozturk, Yusuf Artan, Yunus Emre Esin, Mustafa Yaman, Ahmet Erdem
2014 J jnl
Design of a Commercial Hybrid VTOL UAV System.
J. Intell. Robotic Syst.
Ugur Ozdemir, Yucel Orkut Aktas, Aslihan Vuruskan, Yasin Dereli, Ahmed Farabi Tarhan, Karaca Demirbag, Ahmet Erdem, Ganime Duygu Kalaycioglu, Ibrahim Özkol, Gökhan Inalhan
2014 C conf
Multi-robot Localization by Observation Merging.
RoboCup
Ahmet Erdem, H. Levent Akin
2012 — conf
Urban area and building detection on high resolution multispectral satellite images using spatial statistics.
SIU
Yavuz Sahin, Mustafa Teke, Ahmet Erdem, H. Sebnem Düzgün