136 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Centre National de la Recherche ScientifiqueFR6 papers
- Indian Institute of Information Technology Dharwad6 papers
- KLE Technological UniversityIN5 papers
- Indian Institute of Information Technology AllahabadIN4 papers
- Indian Institute of Technology BombayIN3 papers
- University of AlbertaCA3 papers
- Arizona State UniversityUS2 papers
- Chennai Mathematical InstituteIN2 papers
- École Normale Supérieure - PSLFR2 papers
- Imperial College LondonGB2 papers
- Indian Institute of Science BangaloreIN2 papers
- Indian Institute of Technology DelhiIN2 papers
3 papers · 1 filter
Channel-Adaptive Robust Aggregation for Over-the-Air Federated Learning in Heterogeneous Networks
Zubaida Fatima, Zubair Shaban, Yusuf Jamal +3
The growing demand for privacy-preserving, data-intensive applications such as IoT, augmented reality, and autonomous systems positions Federated Learning (FL) as a key enabler in…
PERTINENCE: Input-based Opportunistic Neural Network Dynamic Execution
Omkar Shende, Gayathri Ananthanarayanan, Marcello Traiola
Deep neural networks (DNNs) are widely used for their ability to model complex patterns across domains such as computer vision, speech recognition, and robotics. However, larger mo…
High-Throughput CNN Inference on Embedded ARM big.LITTLE Multi-Core Processors
Siqi Wang, Gayathri Ananthanarayanan, Yifan Zeng +3
IoT Edge intelligence requires Convolutional Neural Network (CNN) inference to take place in the edge devices itself. ARM big.LITTLE architecture is at the heart of prevalent comme…