Janardhan Rao Doppa

Latest

• Design and Optimization of Energy-Accuracy Tradeoff Networks for Mobile Platforms via Pretrained Deep Models
• GRAMARCH: A GPU-ReRAM based Heterogeneous Architecture for Neural Image Segmentation
• PETNet: Polycount and Energy Trade-off Deep Networks for Producing 3D Objects from Images
• Uncertainty-Aware Search Framework for Multi-Objective Bayesian Optimization.
• Active Anomaly Detection via Ensembles: Insights, Algorithms, and Interpretability
• MOOS: A multi-objective design space exploration and optimization framework for NoC enabled manycore systems
• Trading-off Accuracy and Energy of Deep Inference on Embedded Systems: A Co-Design Approach
• Active anomaly detection via ensembles
• Trading-off accuracy and energy of deep inference on embedded systems: A co-design approach