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Deep Learning for Perception II

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Paper List

  • Noise Tolerant Identification and Tuning Approach Using Deep Neural Networks for Visual Servoing Applications [Abstract]

  • Transparent Object Tracking with Enhanced Fusion Module [Abstract]

  • Self-Supervised Event-Based Monocular Depth Estimation Using Cross-Modal Consistency [Abstract]

  • Sim-To-Real Vision-Depth Fusion CNNs for Robust Pose Estimation Aboard Autonomous Nano-Quadcopters [Abstract]

  • SSC-RS: Elevate LiDAR Semantic Scene Completion with Representation Separation and BEV Fusion [Abstract]

  • PANet: LiDAR Panoptic Segmentation with Sparse Instance Proposal and Aggregation [Abstract]

  • Online Self-Supervised Thermal Water Segmentation for Aerial Vehicles [Abstract]

  • Lightweight, Uncertainty-Aware Conformalized Visual Odometry [Abstract]

  • LiDAR Meta Depth Completion [Abstract]

  • BarrierNet: Differentiable Control Barrier Functions for Learning of Safe Robot Control [Abstract]

  • Uncertainty-Aware Panoptic Segmentation [Abstract]