M. Daneshtalab

PR-DARTS: Pruning-Based Differentiable Architecture Search

Hamid Mousavi, Mohammad Loni, Mina Alibeigi, 2022, ArXiv.

PR-DARTS: Pruning-Based Differentiable Architecture Search

Hamid Mousavi, Mohammad Loni, Mina Alibeigi, 2022, ArXiv.

GTFLAT: Game Theory Based Add-On For Empowering Federated Learning Aggregation Techniques

M. Daneshtalab, Hamidreza Mahini, H. Mousavi, 2022, ArXiv.

3DLaneNAS: Neural Architecture Search for Accurate and Light-Weight 3D Lane Detection

Mohammad Loni, Mina Alibeigi, M. Daneshtalab, 2022, ICANN.

A Systematic Literature Review on Hardware Reliability Assessment Methods for Deep Neural Networks

Mohammad Hasan Ahmadilivani, J. Raik, M. Jenihhin, 2023, ACM Comput. Surv..

NeuroPIM: Felxible Neural Accelerator for Processing-in-Memory Architectures

Seyyed Hossein Seyyedaghaei Rezaei, M. Daneshtalab, M. Modarressi, 2023, 2023 26th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS).

Auto-SpMV: Automated Optimizing SpMV Kernels on GPU

Mohammad Loni, M. Daneshtalab, F. Khunjush, 2023, ArXiv.

DASS: Differentiable Architecture Search for Sparse neural networks

Mohammad Loni, Mina Alibeigi, M. Daneshtalab, 2022, 2207.06968.

DASS: Differentiable Architecture Search for Sparse Neural Networks

Mohammad Loni, Mina Alibeigi, M. Daneshtalab, 2022, ACM Trans. Embed. Comput. Syst..

Accurate detection of paroxysmal atrial fibrillation with certified-GAN and neural architecture search

Arash Gharehbaghi, Mohammad Loni, Mikael Sjödin, 2023, Scientific reports.

Evaluating the Robustness of ML Models to Out-of-Distribution Data Through Similarity Analysis

Håkan Forsberg, J. Lindén, M. Daneshtalab, 2023, ADBIS.

Contrastive Learning for Lane Detection via Cross-Similarity

Mina Alibeigi, M. Daneshtalab, Ali Zoljodi, 2023, ArXiv.

FARMUR: Fair Adversarial Retraining to Mitigate Unfairness in Robustness

S. A. Mousavi, M. Daneshtalab, H. Mousavi, 2023, ADBIS.