Urmish Thakker
Universitas Ratu Samban(ID)
Publications by Year
Research Areas
Topic Modeling, Advanced Neural Network Applications, Natural Language Processing Techniques, Parallel Computing and Optimization Techniques, Neural Networks and Applications
Most-Cited Works
- → A Survey on Federated Learning for Resource-Constrained IoT Devices(2021)695 cited
- → Multitask Prompted Training Enables Zero-Shot Task Generalization(2021)561 cited
- → Benchmarking TinyML Systems: Challenges and Direction(2020)197 cited
- → PromptSource: An Integrated Development Environment and Repository for Natural Language Prompts(2022)159 cited
- → MicroNets: Neural Network Architectures for Deploying TinyML Applications on Commodity Microcontrollers(2020)148 cited
- → Federated Learning for Resource-Constrained IoT Devices: Panoramas and State of the Art(2022)65 cited
- → Compressing RNNs for IoT devices by 15-38x using Kronecker Products(2019)30 cited
- → Run-Time Efficient RNN Compression for Inference on Edge Devices(2019)24 cited
- → SambaNova SN40L: Scaling the AI Memory Wall with Dataflow and Composition of Experts(2024)22 cited