Learning from the Giants: A Practical Approach to Underwater Depth and Surface Normals Estimation Oct 2, 2024 3D Reconstruction Autonomous Navigation
— Unverified Fine-Tuning Image-Conditional Diffusion Models is Easier than You Think Sep 17, 2024 Conditional Image Generation Depth Estimation
Code Code Available PolyMaX: General Dense Prediction with Mask Transformer Nov 9, 2023 Depth Estimation Monocular Depth Estimation
Code Code Available Stanford-ORB: A Real-World 3D Object Inverse Rendering Benchmark Oct 24, 2023 Depth Prediction Image Relighting
Code Code Available Large-scale Monocular Depth Estimation in the Wild Sep 18, 2023 Depth Estimation Depth Prediction
— Unverified MSECNet: Accurate and Robust Normal Estimation for 3D Point Clouds by Multi-Scale Edge Conditioning Aug 4, 2023 Edge Detection Surface Normals Estimation
Code Code Available MIMIC: Masked Image Modeling with Image Correspondences Jun 27, 2023 Depth Estimation Pose Estimation
Code Code Available Neural-PBIR Reconstruction of Shape, Material, and Illumination Apr 26, 2023 Depth Prediction Image Relighting
— Unverified iDisc: Internal Discretization for Monocular Depth Estimation Apr 13, 2023 Autonomous Driving Depth Estimation
Code Code Available NeFII: Inverse Rendering for Reflectance Decomposition with Near-Field Indirect Illumination Mar 29, 2023 Depth Prediction Image Relighting
Code Code Available CORE: Co-planarity Regularized Monocular Geometry Estimation with Weak Supervision Jan 1, 2023 3D geometry Depth Estimation
— Unverified NeAF: Learning Neural Angle Fields for Point Normal Estimation Nov 30, 2022 Surface Normals Estimation
Code Code Available HSurf-Net: Normal Estimation for 3D Point Clouds by Learning Hyper Surfaces Oct 13, 2022 Surface Normals Estimation
Code Code Available GraphFit: Learning Multi-scale Graph-Convolutional Representation for Point Cloud Normal Estimation Jul 23, 2022 Surface Normals Estimation
Code Code Available Shape, Light, and Material Decomposition from Images using Monte Carlo Rendering and Denoising Jun 7, 2022 3D Reconstruction Denoising
Code Code Available GRIT: General Robust Image Task Benchmark Apr 28, 2022 Instance Segmentation Keypoint Detection
Code Code Available InvPT: Inverted Pyramid Multi-task Transformer for Dense Scene Understanding Mar 15, 2022 Boundary Detection Human Parsing
Code Code Available Extracting Triangular 3D Models, Materials, and Lighting From Images Nov 24, 2021 Depth Prediction Image Relighting
Code Code Available Estimating and Exploiting the Aleatoric Uncertainty in Surface Normal Estimation Sep 20, 2021 Decoder Prediction
Code Code Available AdaFit: Rethinking Learning-based Normal Estimation on Point Clouds Aug 12, 2021 Surface Normals Estimation
Code Code Available NeRFactor: Neural Factorization of Shape and Reflectance Under an Unknown Illumination Jun 3, 2021 Depth Prediction Image Relighting
Code Code Available PhySG: Inverse Rendering with Spherical Gaussians for Physics-based Material Editing and Relighting Apr 1, 2021 Depth Prediction Image Relighting
— Unverified NeRD: Neural Reflectance Decomposition from Image Collections Dec 7, 2020 Depth Prediction Image Relighting
Code Code Available How Well Do Self-Supervised Models Transfer? Nov 26, 2020 Classifier calibration Few-Shot Learning
Code Code Available On Deep Learning Techniques to Boost Monocular Depth Estimation for Autonomous Navigation Oct 13, 2020 Autonomous Navigation Autonomous Vehicles
— Unverified AI Playground: Unreal Engine-based Data Ablation Tool for Deep Learning Jul 13, 2020 Data Ablation Depth Estimation
Code Code Available Robust Learning Through Cross-Task Consistency Jun 7, 2020 3D Reconstruction Depth Estimation
Code Code Available SharinGAN: Combining Synthetic and Real Data for Unsupervised Geometry Estimation Jun 7, 2020 Depth Estimation Monocular Depth Estimation
Code Code Available Robust Learning Through Cross-Task Consistency Jun 1, 2020 3D Reconstruction Depth Estimation
Code Code Available DeepFit: 3D Surface Fitting via Neural Network Weighted Least Squares Mar 23, 2020 Surface Normals Estimation
Code Code Available BlenderProc Oct 25, 2019 3D Object Recognition Depth Image Estimation
Code Code Available ClearGrasp: 3D Shape Estimation of Transparent Objects for Manipulation Oct 6, 2019 3D geometry Depth Completion
Code Code Available 360^o Surface Regression with a Hyper-Sphere Loss Sep 16, 2019 regression Surface Normals Estimation
Code Code Available Floors are Flat: Leveraging Semantics for Real-Time Surface Normal Prediction Jun 16, 2019 Semantic Segmentation Surface Normals Estimation
Code Code Available Creative Flow+ Dataset Jun 1, 2019 3D Character Animation From A Single Photo Depth Estimation
Code Code Available Deep Iterative Surface Normal Estimation Apr 15, 2019 Deep Learning Surface Normal Estimation
Code Code Available Spherical Regression: Learning Viewpoints, Surface Normals and 3D Rotations on n-Spheres Apr 10, 2019 3D Rotation Estimation regression
Code Code Available Nesti-Net: Normal Estimation for Unstructured 3D Point Clouds using Convolutional Neural Networks Dec 3, 2018 Mixture-of-Experts Surface Normals Estimation
Code Code Available Real-Time Joint Semantic Segmentation and Depth Estimation Using Asymmetric Annotations Sep 13, 2018 Depth Estimation GPU
Code Code Available 