| What is Learned in Deep Uncalibrated Photometric Stereo? | Aug 1, 2020 | Lighting EstimationSurface Normal Estimation | —Unverified | 0 | 0 |
| A Large-Scale Homography Benchmark | Jan 1, 2023 | Homography EstimationSurface Normal Estimation | —Unverified | 0 | 0 |
| Task-Assisted Domain Adaptation with Anchor Tasks | Aug 16, 2019 | Depth EstimationDomain Adaptation | —Unverified | 0 | 0 |
| Attentive Feature Reuse for Multi Task Meta learning | Jun 12, 2020 | Depth EstimationGeneral Classification | —Unverified | 0 | 0 |
| Beyond RGB: Scene-Property Synthesis with Neural Radiance Fields | Jun 9, 2022 | Data AugmentationEdge Detection | —Unverified | 0 | 0 |
| CLIP meets Model Zoo Experts: Pseudo-Supervision for Visual Enhancement | Oct 21, 2023 | Depth Estimationimage-classification | —Unverified | 0 | 0 |
| CORE: Co-planarity Regularized Monocular Geometry Estimation with Weak Supervision | Jan 1, 2023 | 3D geometryDepth Estimation | —Unverified | 0 | 0 |
| Deep Surface Normal Estimation on the 2-Sphere with Confidence Guided Semantic Attention | Aug 1, 2020 | Missing ValuesSurface Normal Estimation | —Unverified | 0 | 0 |
| Depth and Surface Normal Estimation From Monocular Images Using Regression on Deep Features and Hierarchical CRFs | Jun 1, 2015 | regressionSurface Normal Estimation | —Unverified | 0 | 0 |
| Designing Deep Networks for Surface Normal Estimation | Nov 18, 2014 | Scene UnderstandingSurface Normal Estimation | —Unverified | 0 | 0 |
| DiLiGenT-Pi: Photometric Stereo for Planar Surfaces with Rich Details - Benchmark Dataset and Beyond | Jan 1, 2023 | 3D ReconstructionSurface Normal Estimation | —Unverified | 0 | 0 |
| Elite360M: Efficient 360 Multi-task Learning via Bi-projection Fusion and Cross-task Collaboration | Aug 18, 2024 | 3D geometryERP | —Unverified | 0 | 0 |
| Enabling Visual Recognition at Radio Frequency | May 29, 2024 | object-detectionObject Detection | —Unverified | 0 | 0 |
| Event-based Shape from Polarization with Spiking Neural Networks | Dec 26, 2023 | Surface Normal Estimation | —Unverified | 0 | 0 |
| Event Fusion Photometric Stereo Network | Mar 1, 2023 | Surface Normal Estimation | —Unverified | 0 | 0 |
| Fast, Accurate and Object Boundary-Aware Surface Normal Estimation from Depth Maps | Sep 17, 2022 | Surface Normal Estimation | —Unverified | 0 | 0 |
| Fast Globally Optimal Surface Normal Estimation from an Affine Correspondence | Jan 1, 2023 | Surface Normal EstimationVisual Localization | —Unverified | 0 | 0 |
| Fine-scale Surface Normal Estimation using a Single NIR Image | Mar 24, 2016 | Generative Adversarial NetworkSurface Normal Estimation | —Unverified | 0 | 0 |
| Image Gradient-Aided Photometric Stereo Network | Dec 16, 2024 | regressionSurface Normal Estimation | —Unverified | 0 | 0 |
| Improving task-specific representation via 1M unlabelled images without any extra knowledge | Jun 24, 2020 | SegmentationSemantic Segmentation | —Unverified | 0 | 0 |
| Large-scale Monocular Depth Estimation in the Wild | Sep 18, 2023 | Depth EstimationDepth Prediction | —Unverified | 0 | 0 |
| Multi-Task Learning with Knowledge Distillation for Dense Prediction | Jan 1, 2023 | Boundary DetectionDepth Estimation | —Unverified | 0 | 0 |
| Multi-Task Self-Training for Learning General Representations | Aug 25, 2021 | 3D geometryMulti-Task Learning | —Unverified | 0 | 0 |
| NormalCrafter: Learning Temporally Consistent Normals from Video Diffusion Priors | Apr 15, 2025 | Surface Normal Estimation | —Unverified | 0 | 0 |
| Pano2CAD: Room Layout From A Single Panorama Image | Sep 29, 2016 | 2D Object DetectionBayesian Inference | —Unverified | 0 | 0 |
| PanoNormal: Monocular Indoor 360° Surface Normal Estimation | May 29, 2024 | Surface Normal Estimation | —Unverified | 0 | 0 |
| Pano Popups: Indoor 3D Reconstruction with a Plane-Aware Network | Jul 1, 2019 | 3D ReconstructionDepth Estimation | —Unverified | 0 | 0 |
| PixelNet: Towards a General Pixel-level Architecture | Sep 21, 2016 | DiversityEdge Detection | —Unverified | 0 | 0 |
| Pointersect: Neural Rendering with Cloud-Ray Intersection | Apr 24, 2023 | Inverse RenderingNeural Rendering | —Unverified | 0 | 0 |
| Probabilistic Online Event Downsampling | Jun 3, 2025 | object-detectionObject Detection | —Unverified | 0 | 0 |
| Region-aware Distribution Contrast: A Novel Approach to Multi-Task Partially Supervised Learning | Mar 15, 2024 | Depth EstimationSemantic Segmentation | —Unverified | 0 | 0 |
| ReLeaPS : Reinforcement Learning-based Illumination Planning for Generalized Photometric Stereo | Jan 1, 2023 | reinforcement-learningReinforcement Learning | —Unverified | 0 | 0 |
| RFTrans: Leveraging Refractive Flow of Transparent Objects for Surface Normal Estimation and Manipulation | Nov 21, 2023 | global-optimizationSurface Normal Estimation | —Unverified | 0 | 0 |
| Robust and Real-time Surface Normal Estimation from Stereo Disparities using Affine Transformations | Apr 21, 2025 | GPUSurface Normal Estimation | —Unverified | 0 | 0 |
| SDA-SNE: Spatial Discontinuity-Aware Surface Normal Estimation via Multi-Directional Dynamic Programming | Aug 18, 2022 | Surface Normal Estimation | —Unverified | 0 | 0 |
| Self-supervised Learning for Single View Depth and Surface Normal Estimation | Mar 1, 2019 | Depth EstimationDepth Prediction | —Unverified | 0 | 0 |
| SimPose: Effectively Learning DensePose and Surface Normals of People from Simulated Data | Jul 30, 2020 | Domain AdaptationDomain Generalization | —Unverified | 0 | 0 |
| SimPose: Effectively Learning DensePose and Surface Normals of People from Simulated Data | Aug 1, 2020 | Domain AdaptationDomain Generalization | —Unverified | 0 | 0 |
| Single Image Depth Estimation: An Overview | Apr 13, 2021 | Deep LearningDepth Estimation | —Unverified | 0 | 0 |
| SNE-RoadSeg+: Rethinking Depth-Normal Translation and Deep Supervision for Freespace Detection | Jul 30, 2021 | Autonomous DrivingSurface Normal Estimation | —Unverified | 0 | 0 |
| StableNormal: Reducing Diffusion Variance for Stable and Sharp Normal | Jun 24, 2024 | Surface Normal EstimationSurface Reconstruction | —Unverified | 0 | 0 |
| Streaming Self-Training via Domain-Agnostic Unlabeled Images | Apr 7, 2021 | Fine-Grained Image Classificationimage-classification | —Unverified | 0 | 0 |
| Surface Normal Estimation with Transformers | Jan 11, 2024 | Surface Normal Estimation | —Unverified | 0 | 0 |
| Transitive Invariance for Self-supervised Visual Representation Learning | Aug 9, 2017 | Multi-Task Learningobject-detection | —Unverified | 0 | 0 |
| TransNet: Category-Level Transparent Object Pose Estimation | Aug 22, 2022 | Depth CompletionObject | —Unverified | 0 | 0 |
| TransNet: Transparent Object Manipulation Through Category-Level Pose Estimation | Jul 23, 2023 | Depth CompletionObject | —Unverified | 0 | 0 |