Algorithm Development

Self-Supervised Technique for Training Vision Transformers

Regularization Technique for Training Vision Transformers

Machine Learning Algorithm for Inferring User Activities from IoT Device Events

Identify Targeted Attacks on Deep RL-Based Autonomous Driving

Algorithm for Inferring User Activities from IoT Network Traffic

PathSeeker: A Fast-Mapping Algorithm for CGRAs

Adaptive Asymmetric Loss Function for Positive Unlabeled Learning

Systems and Algorithms for Few-Shot Node Classification on Graphs

Machine Learning Algorithm to Identify Macrostates & Design Microstates Consistent with Specific Macrostate

Dynamic and Efficient Hardware/Software Codesigns of Deep Learning Accelerators