% Key papers for Dense depth prediction and completion (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages.

@inproceedings{cvpr2018_deep_12976,
  title = {{Deep Ordinal Regression Network for Monocular Depth Estimation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2018},
  url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Fu_Deep_Ordinal_Regression_CVPR_2018_paper.html},
}

@inproceedings{cvpr2017_semantic_12625,
  title = {{Semantic Scene Completion From a Single Depth Image}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2017},
}

@inproceedings{cvpr2018_megadepth_13365,
  title = {{MegaDepth: Learning Single-View Depth Prediction From Internet Photos}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2018},
  url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Li_MegaDepth_Learning_Single-View_CVPR_2018_paper.html},
}

@inproceedings{cvpr2017_cnn_12102,
  title = {{CNN-SLAM: Real-Time Dense Monocular SLAM With Learned Depth Prediction}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2017},
}

@inproceedings{cvpr2018_learning_13275,
  title = {{Learning Depth From Monocular Videos Using Direct Methods}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2018},
  url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Wang_Learning_Depth_From_CVPR_2018_paper.html},
}

@inproceedings{cvpr2017_semi_12630,
  title = {{Semi-Supervised Deep Learning for Monocular Depth Map Prediction}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2017},
}

@inproceedings{cvpr2018_pad_13450,
  title = {{PAD-Net: Multi-Tasks Guided Prediction-and-Distillation Network for Simultaneous Depth Estimation and Scene Parsing}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2018},
  url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Xu_PAD-Net_Multi-Tasks_Guided_CVPR_2018_paper.html},
}

@inproceedings{cvpr2017_multi_12470,
  title = {{Multi-Scale Continuous CRFs as Sequential Deep Networks for Monocular Depth Estimation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2017},
}

@inproceedings{cvpr2018_deep_12961,
  title = {{Deep Depth Completion of a Single RGB-D Image}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2018},
  url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Zhang_Deep_Depth_Completion_CVPR_2018_paper.html},
}

@inproceedings{cvpr2018_geonet_13153,
  title = {{GeoNet: Geometric Neural Network for Joint Depth and Surface Normal Estimation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2018},
  url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Qi_GeoNet_Geometric_Neural_CVPR_2018_paper.html},
}

@inproceedings{cvpr2019_deeplidar_14053,
  title = {{DeepLiDAR: Deep Surface Normal Guided Depth Prediction for Outdoor Scene From Sparse LiDAR Data and Single Color Image}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2019},
}

@inproceedings{cvpr2022_neural_19450,
  title = {{Neural Window Fully-Connected CRFs for Monocular Depth Estimation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{cvpr2021_neuralrecon_17504,
  title = {{NeuralRecon: Real-Time Coherent 3D Reconstruction From Monocular Video}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{cvpr2020_3d_15051,
  title = {{3D Photography Using Context-Aware Layered Depth Inpainting}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2020},
}

@inproceedings{aaai2020_cspn_103599,
  title = {{CSPN++: Learning Context and Resource Aware Convolutional Spatial Propagation Networks for Depth Completion}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2020},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/6635},
}

@inproceedings{cvpr2018_planenet_13473,
  title = {{PlaneNet: Piece-Wise Planar Reconstruction From a Single RGB Image}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2018},
  url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Liu_PlaneNet_Piece-Wise_Planar_CVPR_2018_paper.html},
}

@inproceedings{cvpr2019_recurrent_14714,
  title = {{Recurrent Neural Network for (Un-)Supervised Learning of Monocular Video Visual Odometry and Depth}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2019},
}

@inproceedings{cvpr2020_structure_16294,
  title = {{Structure-Guided Ranking Loss for Single Image Depth Prediction}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2020},
}

@inproceedings{cvpr2020_towards_16353,
  title = {{Towards Better Generalization: Joint Depth-Pose Learning Without PoseNet}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2020},
}

@inproceedings{cvpr2021_boosting_16662,
  title = {{Boosting Monocular Depth Estimation Models to High-Resolution via Content-Adaptive Multi-Resolution Merging}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{cvpr2024_depth_23150,
  title = {{Depth Information Assisted Collaborative Mutual Promotion Network for Single Image Dehazing}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/29800},
}

@inproceedings{cvpr2024_bilateral_22848,
  title = {{Bilateral Propagation Network for Depth Completion}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/29551},
}

@inproceedings{cvpr2025_dformerv2_25821,
  title = {{DFormerv2: Geometry Self-Attention for RGBD Semantic Segmentation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/32918},
}

@inproceedings{cvpr2025_completion_25749,
  title = {{Completion as Enhancement: A Degradation-Aware Selective Image Guided Network for Depth Completion}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/33566},
}

@inproceedings{cvpr2025_distilling_25966,
  title = {{Distilling Monocular Foundation Model for Fine-grained Depth Completion}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/33728},
}

@inproceedings{cvpr2024_ibd_23739,
  title = {{IBD-SLAM: Learning Image-Based Depth Fusion for Generalizable SLAM}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/30321},
}

@inproceedings{cvpr2024_boosting_22869,
  title = {{Boosting Self-Supervision for Single-View Scene Completion via Knowledge Distillation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/31394},
}

@inproceedings{neurips2024_a_72663,
  title = {{A Simple yet Universal Framework for Depth Completion}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/94721},
}

@inproceedings{aaai2026_depth_100539,
  title = {{Depth-Synergized Mamba Meets Memory Experts for All-Day Image Reflection Separation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/37386},
}

@inproceedings{iclr2024_multi_34533,
  title = {{Multi-task Learning with 3D-Aware Regularization}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/18541},
}

@inproceedings{neurips2025_depth_80429,
  title = {{Depth-Supervised Fusion Network for Seamless-Free Image Stitching}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=zQqDqfja4Y},
}

@inproceedings{iclr2026_large_85775,
  title = {{Large Depth Completion Model from Sparse Observations}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2026},
  url = {https://openreview.net/forum?id=I9o2OkPwCX},
}

@inproceedings{iclr2026_unloc_86746,
  title = {{UnLoc: Leveraging Depth Uncertainties for Floorplan Localization}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2026},
  url = {https://openreview.net/forum?id=TNfjckDeh4},
}

@inproceedings{cvpr2026_illustrator_95735,
  title = {{Illustrator's Depth: Monocular Layer Index Prediction for Image Decomposition}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2026},
  url = {https://openaccess.thecvf.com/content/CVPR2026/html/Maruani_Illustrators_Depth_Monocular_Layer_Index_Prediction_for_Image_Decomposition_CVPR_2026_paper.html},
}

@inproceedings{cvpr2026_infinidepth_98791,
  title = {{InfiniDepth: Arbitrary-Resolution and Fine-Grained Depth Estimation with Neural Implicit Fields}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2026},
  url = {https://openaccess.thecvf.com/content/CVPR2026/html/Yu_InfiniDepth_Arbitrary-Resolution_and_Fine-Grained_Depth_Estimation_with_Neural_Implicit_Fields_CVPR_2026_paper.html},
}

@inproceedings{iclr2026_hyden_84442,
  title = {{Hyden: A Hybrid Dual-Path Encoder for Monocular Geometry of High-resolution Images}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2026},
  url = {https://openreview.net/forum?id=2eL6yXLCh8},
}

@inproceedings{iclr2026_orcas_89120,
  title = {{ORCaS: Unsupervised Depth Completion via Occluded Region Completion as Supervision}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2026},
  url = {https://openreview.net/forum?id=v2skNLbrfF},
}

@inproceedings{neurips2026_alpha_89797,
  title = {{\$alpha\$Depth: Learning Single-Pass Soft Boundary Decomposition for Stereo Conversion}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2026},
  url = {https://neurips.cc/virtual/2026/poster/154295},
}

@inproceedings{cvpr2026_litesense_96158,
  title = {{LiteSense: Lifting Lightweight ToF with RGB for High-Resolution Metric Depth Estimation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2026},
  url = {https://openaccess.thecvf.com/content/CVPR2026/html/Li_LiteSense_Lifting_Lightweight_ToF_with_RGB_for_High-Resolution_Metric_Depth_CVPR_2026_paper.html},
}