Muhammad Shafique
New York University
H-index: 52
North America-United States
Top articles of Muhammad Shafique
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
HQNET: Harnessing Quantum Noise for Effective Training of Quantum Neural Networks in NISQ Era | arXiv preprint arXiv:2402.08475 | Muhammad Kashif Muhammad Shafique | 2024/2/13 |
Studying the Impact of Quantum-Specific Hyperparameters on Hybrid Quantum-Classical Neural Networks | arXiv preprint arXiv:2402.10605 | Kamila Zaman Tasnim Ahmed Muhammad Kashif Muhammad Abdullah Hanif Alberto Marchisio | 2024/2/16 |
AdvQuNN: A Methodology for Analyzing the Adversarial Robustness of Quanvolutional Neural Networks | arXiv preprint arXiv:2403.05596 | Walid El Maouaki Alberto Marchisio Taoufik Said Mohamed Bennai Muhammad Shafique | 2024/3/7 |
A Methodology for Improving Accuracy of Embedded Spiking Neural Networks through Kernel Size Scaling | arXiv preprint arXiv:2404.01685 | Rachmad Vidya Wicaksana Putra Muhammad Shafique | 2024/4/2 |
Anomaly Unveiled: Securing Image Classification against Adversarial Patch Attacks | arXiv preprint arXiv:2402.06249 | Nandish Chattopadhyay Amira Guesmi Muhammad Shafique | 2024/2/9 |
A Comparative Analysis of Hybrid-Quantum Classical Neural Networks | arXiv preprint arXiv:2402.10540 | Kamila Zaman Tasnim Ahmed Muhammad Abdullah Hanif Alberto Marchisio Muhammad Shafique | 2024/2/16 |
MedAide: Leveraging Large Language Models for On-Premise Medical Assistance on Edge Devices | arXiv preprint arXiv:2403.00830 | Abdul Basit Khizar Hussain Muhammad Abdullah Hanif Muhammad Shafique | 2024/2/28 |
FedQNN: Federated Learning using Quantum Neural Networks | arXiv preprint arXiv:2403.10861 | Nouhaila Innan Muhammad Al-Zafar Khan Alberto Marchisio Muhammad Shafique Mohamed Bennai | 2024/3/16 |
SNN4Agents: A Framework for Developing Energy-Efficient Embodied Spiking Neural Networks for Autonomous Agents | arXiv preprint arXiv:2404.09331 | Rachmad Vidya Wicaksana Putra Alberto Marchisio Muhammad Shafique | 2024/4/14 |
FRNet: A Feature-Rich CNN Architecture to Defend against Adversarial Attacks | IEEE Access | AS Neha Vivek Chaturvedi Muhammad Shafique | 2024/2/9 |
TinyCL: An Efficient Hardware Architecture for Continual Learning on Autonomous Systems | arXiv preprint arXiv:2402.09780 | Eugenio Ressa Alberto Marchisio Maurizio Martina Guido Masera Muhammad Shafique | 2024/2/15 |
A Comprehensive Survey of Convolutions in Deep Learning: Applications, Challenges, and Future Trends | Abolfazl Younesi Mohsen Ansari MohammadAmin Fazli Alireza Ejlali Muhammad Shafique | 2024/2/23 | |
A Two-Level Thermal Cycling-aware Task Mapping Technique for Reliability Management in Manycore Systems | arXiv preprint arXiv:2403.06134 | Fatemeh Hossein Khani Omid Akbari Muhammad Shafique | 2024/3/10 |
Embodied neuromorphic artificial intelligence for robotics: Perspectives, challenges, and research development stack | arXiv preprint arXiv:2404.03325 | Rachmad Vidya Wicaksana Putra Alberto Marchisio Fakhreddine Zayer Jorge Dias Muhammad Shafique | 2024/4/4 |
Saam: Stealthy adversarial attack on monocular depth estimation | IEEE Access | Amira Guesmi Muhammad Abdullah Hanif Bassem Ouni Muhammad Shafique | 2024/1/11 |
ResQuNNs: Towards Enabling Deep Learning in Quantum Convolution Neural Networks | arXiv preprint arXiv:2402.09146 | Muhammad Kashif Muhammad Shafique | 2024/2/14 |
An Empirical Evaluation of LLMs for Solving Offensive Security Challenges | arXiv preprint arXiv:2402.11814 | Minghao Shao Boyuan Chen Sofija Jancheska Brendan Dolan-Gavitt Siddharth Garg | 2024/2/19 |
Embedded Deployment of Semantic Segmentation in Medicine through Low-Resolution Inputs | arXiv preprint arXiv:2403.05340 | Erik Ostrowski Muhammad Shafique | 2024/3/8 |
A Methodology to Study the Impact of Spiking Neural Network Parameters considering Event-Based Automotive Data | arXiv preprint arXiv:2404.03493 | Iqra Bano Rachmad Vidya Wicaksana Putra Alberto Marchisio Muhammad Shafique | 2024/4/4 |
Investigating the Effect of Noise on the Training Performance of Hybrid Quantum Neural Networks | arXiv preprint arXiv:2402.08523 | Muhammad Kashif Emman Sychiuco Muhammad Shafique | 2024/2/13 |
Co-Authors
