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Sara Shoouri

2 accepted papers

2026

Adaptive LiDAR Scanning: Harnessing Temporal Cues for Efficient 3D Object Detection via Multi-Modal Fusion

AAAI 2026technical

Multi-sensor fusion using LiDAR and RGB cameras significantly enhances 3D object detection task. However, conventional LiDAR sensors perform dense, stateless scans, ignoring the strong temporal continuity in real-world scenes. This leads to substantial sensing redundancy and excessive power consumpt

Cited by 0SourcePDFScholar
2023

Efficient Computation Sharing for Multi-Task Visual Scene Understanding

ICCV 2023poster

Solving multiple visual tasks using individual models can be resource-intensive, while multi-task learning can conserve resources by sharing knowledge across different tasks. Despite the benefits of multi-task learning, such techniques can struggle with balancing the loss for each task, leading to p…

Cited by 3PDFcodeScholar