Mohammad Loni

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 25

Top Topics

Neural Architecture

Embedded Systems

Disparity Estimation

Atrial Fibrillation

Top Venues

Publications

Maghsood Salimi, Mohammad Loni, Sara Afshar, Marjan Sirjani, Antonio Cicchetti
ConstScene: Dataset and Model for Advancing Robust Semantic Segmentation in Construction Environments. CoRR (2023)
Maghsood Salimi, Mohammad Loni, Marjan Sirjani, Antonio Cicchetti, Sara Abbaspour Asadollah
SARAF: Searching for Adversarial Robust Activation Functions. ICMVA (2023)
Maghsood Salimi, Mohammad Loni, Marjan Sirjani
Learning Activation Functions for Adversarial Attack Resilience in CNNs. ICAISC (1) (2023)
Hamid Mousavi, Mohammad Loni, Mina Alibeigi, Masoud Daneshtalab
DASS: Differentiable Architecture Search for Sparse Neural Networks. ACM Trans. Embed. Comput. Syst. 22 (5s) (2023)
Mohammad Loni, Aditya Mohan, Mehdi Asadi, Marius Lindauer
Learning Activation Functions for Sparse Neural Networks. CoRR (2023)
Mina Ashoury, Mohammad Loni, Farshad Khunjush, Masoud Daneshtalab
Auto-SpMV: Automated Optimizing SpMV Kernels on GPU. CoRR (2023)
Mohammad Loni, Aditya Mohan, Mehdi Asadi, Marius Lindauer
Learning Activation Functions for Sparse Neural Networks. AutoML (2023)
Mehdi Asadi, Fatemeh Poursalim, Mohammad Loni, Masoud Daneshtalab, Mikael Sjödin, Arash Gharehbaghi
Accurate Detection of Paroxysmal Atrial Fibrillation with Certified-GAN and Neural Architecture Search. CoRR (2023)
Mohammad Loni, Hamid Mousavi, Mohammad Riazati, Masoud Daneshtalab, Mikael Sjödin
TAS: Ternarized Neural Architecture Search for Resource-Constrained Edge Devices. DATE (2022)
Mohammad Loni, Ali Zoljodi, Amin Majd, Byung Hoon Ahn, Masoud Daneshtalab, Mikael Sjödin, Hadi Esmaeilzadeh
FastStereoNet: A Fast Neural Architecture Search for Improving the Inference of Disparity Estimation on Resource-Limited Platforms. IEEE Trans. Syst. Man Cybern. Syst. 52 (8) (2022)
Hamid Mousavi, Mohammad Loni, Mina Alibeigi, Masoud Daneshtalab
PR-DARTS: Pruning-Based Differentiable Architecture Search. CoRR (2022)
Ali Zoljodi, Mohammad Loni, Sadegh Abadijou, Mina Alibeigi, Masoud Daneshtalab
3DLaneNAS: Neural Architecture Search for Accurate and Light-Weight 3D Lane Detection. ICANN (1) (2022)
Najda Vidimlic, Alexandra Levin, Mohammad Loni, Masoud Daneshtalab
Image Synthesisation and Data Augmentation for Safe Object Detection in Aircraft Auto-landing System. VISIGRAPP (5: VISAPP) (2021)
Zahra Ebrahimi, Mohammad Loni, Masoud Daneshtalab, Arash Gharehbaghi
A review on deep learning methods for ECG arrhythmia classification. Expert Syst. Appl. X 7 (2020)
Mohammad Loni, Sima Sinaei, Ali Zoljodi, Masoud Daneshtalab, Mikael Sjödin
DeepMaker: A multi-objective optimization framework for deep neural networks in embedded systems. Microprocess. Microsystems 73 (2020)
Mohammad Loni, Ali Zoljodi, Daniel Maier, Amin Majd, Masoud Daneshtalab, Mikael Sjödin, Ben H. H. Juurlink, Reza Akbari
DenseDisp: Resource-Aware Disparity Map Estimation by Compressing Siamese Neural Architecture. CEC (2020)
Neda Maleki, Mohammad Loni, Masoud Daneshtalab, Mauro Conti, Hossein Fotouhi
SoFA: A Spark-oriented Fog Architecture. IECON (2019)
Maghsood Salimi, Amin Majd, Mohammad Loni, Tiberiu Seceleanu, Cristina Seceleanu, Marjan Sirjani, Masoud Daneshtalab, Elena Troubitsyna
Multi-objective Optimization of Real-Time Task Scheduling Problem for Distributed Environments. ECBS (2019)
Mohammad Loni, Ali Zoljodi, Sima Sinaei, Masoud Daneshtalab, Mikael Sjödin
NeuroPower: Designing Energy Efficient Convolutional Neural Network Architecture for Embedded Systems. ICANN (1) (2019)
Amin Majd, Mohammad Loni, Golnaz Sahebi, Masoud Daneshtalab, Elena Troubitsyna
A Cloud Based Super-Optimization Method to Parallelize the Sequential Code's Nested Loops. MCSoC (2019)
Najmeh Nazari, Mohammad Loni, Mostafa E. Salehi, Masoud Daneshtalab, Mikael Sjödin
TOT-Net: An Endeavor Toward Optimizing Ternary Neural Networks. DSD (2019)
Adnan Ghaderi, Masoud Daneshtalab, Mohammad Ashjaei, Mohammad Loni, Saad Mubeen, Mikael Sjödin
Design Challenges in Hardware Development of Time-Sensitive Networking: A Research Plan. CPS Summer School, PhD Workshop (2019)
Nasrin Akbari, Mehdi Modarressi, Masoud Daneshtalab, Mohammad Loni
A Customized Processing-in-Memory Architecture for Biological Sequence Alignment. ASAP (2018)
Mohammad Loni, Amin Majd, Abdolah Loni, Masoud Daneshtalab, Mikael Sjödin, Elena Troubitsyna
Designing Compact Convolutional Neural Network for Embedded Stereo Vision Systems. MCSoC (2018)
Mohammad Loni, Masoud Daneshtalab, Mikael Sjödin
ADONN: Adaptive Design of Optimized Deep Neural Networks for Embedded Systems. DSD (2018)