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Deep Learning for Perception I

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Paper List

  • Uncertainty-Driven Dense Two-View Structure from Motion [Abstract]

  • Open-Set Object Detection Using Classification-Free Object Proposal and Instance-Level Contrastive Learning [Abstract]

  • Addressing the Scale Shrinkage Problem in Learning-Based Binocular Depth Estimation [Abstract]

  • Holistic Parking Slot Detection with Polygon-Shaped Representations [Abstract]

  • End-To-End Point Cloud Registration Via Rotation Equivariant Descriptors [Abstract]

  • The Audio-Visual BatVision Dataset for Research on Sight and Sound [Abstract]

  • Long-Range UAV Thermal Geo-Localization with Satellite Imagery [Abstract]

  • Sonar2Depth: Acoustic-Based 3D Reconstruction Using CGANs [Abstract]

  • Depth Self-Supervision for Single Image Novel View Synthesis [Abstract]

  • Skill Generalization with Verbs [Abstract]

  • Multi-Source Soft Pseudo-Label Learning with Domain Similarity-Based Weighting for Semantic Segmentation [Abstract]

  • 3D-Aware Object Localization Using Gaussian Implicit Occupancy Function [Abstract]

  • TransUPR: A Transformer-Based Plug-And-Play Uncertain Point Refiner for LiDAR Point Cloud Semantic Segmentation [Abstract]