From the 2 of 14 linked papers with an AI index.
5 papers · 1 filter
Noise-Aware Misclassification Attack Detection in Collaborative DNN Inference
Shima Yousefi, Saptarshi Debroy
Collaborative inference of object classification Deep neural Networks (DNNs) where resource-constrained end-devices offload partially processed data to remote edge servers to compl…
Deep Reinforcement Learning-driven Edge Offloading for Latency-constrained XR pipelines
Sourya Saha, Saptarshi Debroy
Immersive extended reality (XR) applications introduce latency-critical workloads that must satisfy stringent real-time responsiveness while operating on energy- and battery-constr…
Detection and Recovery of Adversarial Slow-Pose Drift in Offloaded Visual-Inertial Odometry
Soruya Saha, Md Nurul Absur, Saptarshi Debroy
Visual-Inertial Odometry (VIO) supports immersive Virtual Reality (VR) by fusing camera and Inertial Measurement Unit (IMU) data for real-time pose. However, current trend of offlo…
Reliable Multi-view 3D Reconstruction for `Just-in-time' Edge Environments
Md. Nurul Absur, Abhinav Kumar, Swastik Brahma +1
Multi-view 3D reconstruction applications are revolutionizing critical use cases that require rapid situational-awareness, such as emergency response, tactical scenarios, and publi…
Poster: Reliable 3D Reconstruction for Ad-hoc Edge Implementations
Md Nurul Absur, Swastik Brahma, Saptarshi Debroy
Ad-hoc edge deployments to support real-time complex video processing applications such as, multi-view 3D reconstruction often suffer from spatio-temporal system disruptions that g…