Real-Time Multi-Object Tracking using YOLOv8 and SORT on a SoC FPGAInternational Workshop on Applied Reconfigurable Computing (ARC), 2025 |
A2Q: Accumulator-Aware Quantization with Guaranteed Overflow AvoidanceIEEE International Conference on Computer Vision (ICCV), 2023 |
Applications and Techniques for Fast Machine Learning in ScienceFrontiers in Big Data (Front. Big Data), 2021 |
Diagnostic data integration using deep neural networks for real-time
plasma analysisIEEE Transactions on Nuclear Science (TNS), 2020 |
Memory-Driven Mixed Low Precision Quantization For Enabling Deep Network
Inference On MicrocontrollersConference on Machine Learning and Systems (MLSys), 2019 |