| Unsupervised Learning of Visual Representations using Videos | May 4, 2015 | Surface Normal EstimationTriplet | —Unverified | 0 |
| VisualEchoes: Spatial Image Representation Learning through Echolocation | May 4, 2020 | Depth EstimationMonocular Depth Estimation | —Unverified | 0 |
| VPLNet: Deep Single View Normal Estimation With Vanishing Points and Lines | Jun 1, 2020 | Depth EstimationSurface Normal Estimation | —Unverified | 0 |
| PixelNet: Towards a General Pixel-level Architecture | Sep 21, 2016 | DiversityEdge Detection | —Unverified | 0 |
| Pointersect: Neural Rendering with Cloud-Ray Intersection | Apr 24, 2023 | Inverse RenderingNeural Rendering | —Unverified | 0 |
| Probabilistic Online Event Downsampling | Jun 3, 2025 | object-detectionObject Detection | —Unverified | 0 |
| Region-aware Distribution Contrast: A Novel Approach to Multi-Task Partially Supervised Learning | Mar 15, 2024 | Depth EstimationSemantic Segmentation | —Unverified | 0 |
| ReLeaPS : Reinforcement Learning-based Illumination Planning for Generalized Photometric Stereo | Jan 1, 2023 | reinforcement-learningReinforcement Learning | —Unverified | 0 |
| RFTrans: Leveraging Refractive Flow of Transparent Objects for Surface Normal Estimation and Manipulation | Nov 21, 2023 | global-optimizationSurface Normal Estimation | —Unverified | 0 |
| Robust and Real-time Surface Normal Estimation from Stereo Disparities using Affine Transformations | Apr 21, 2025 | GPUSurface Normal Estimation | —Unverified | 0 |
