| Every Pixel Counts ++: Joint Learning of Geometry and Motion with 3D Holistic Understanding | Oct 14, 2018 | 3D geometryDepth Estimation | CodeCode Available | 0 | 5 |
| PolyGen: An Autoregressive Generative Model of 3D Meshes | Feb 23, 2020 | 3D geometry3D Shape Generation | CodeCode Available | 0 | 5 |
| RoboScape: Physics-informed Embodied World Model | Jun 29, 2025 | 3D geometryDepth Estimation | CodeCode Available | 0 | 5 |
| Pixel2Mesh: Generating 3D Mesh Models from Single RGB Images | Apr 5, 2018 | 3D geometry3D Object Reconstruction | CodeCode Available | 0 | 5 |
| Embed Me If You Can: A Geometric Perceptron | Jun 11, 2020 | 3D geometryDecision Making | CodeCode Available | 0 | 5 |
| Point-Based Multi-View Stereo Network | Aug 12, 2019 | 3D geometryComputational Efficiency | CodeCode Available | 0 | 5 |
| CardioSpectrum: Comprehensive Myocardium Motion Analysis with 3D Deep Learning and Geometric Insights | Jul 4, 2024 | 3D geometryOptical Flow Estimation | CodeCode Available | 0 | 5 |
| Noise-Aware Unsupervised Deep Lidar-Stereo Fusion | Apr 8, 2019 | 3D geometryDepth Completion | CodeCode Available | 0 | 5 |
| CAD2RL: Real Single-Image Flight without a Single Real Image | Nov 13, 2016 | 3D geometryCollision Avoidance | CodeCode Available | 0 | 5 |
| Neural Scene Decomposition for Multi-Person Motion Capture | Mar 13, 2019 | 3D geometry3D Pose Estimation | CodeCode Available | 0 | 5 |
| NeCA: 3D Coronary Artery Tree Reconstruction from Two 2D Projections via Neural Implicit Representation | Sep 6, 2024 | 3D geometry | CodeCode Available | 0 | 5 |
| Bring Your Own Grasp Generator: Leveraging Robot Grasp Generation for Prosthetic Grasping | Mar 1, 2025 | 3D geometryGrasp Generation | CodeCode Available | 0 | 5 |
| MorphoSkel3D: Morphological Skeletonization of 3D Point Clouds for Informed Sampling in Object Classification and Retrieval | Jan 22, 2025 | 3D geometryPoint Cloud Retrieval | CodeCode Available | 0 | 5 |
| DIST: Rendering Deep Implicit Signed Distance Function with Differentiable Sphere Tracing | Nov 29, 2019 | 3D geometry | CodeCode Available | 0 | 5 |
| MVF-Net: Multi-View 3D Face Morphable Model Regression | Apr 9, 2019 | 3D geometryOptical Flow Estimation | CodeCode Available | 0 | 5 |
| Distilling Focal Knowledge From Imperfect Expert for 3D Object Detection | Jan 1, 2023 | 3D geometry3D Object Detection | CodeCode Available | 0 | 5 |
| MolOpt: Autonomous Molecular Geometry Optimization using Multi-Agent Reinforcement Learning | Aug 24, 2023 | 3D geometryComputational chemistry | CodeCode Available | 0 | 5 |
| DirDist: A Metric for Comparing 3D Shapes Using Directional Distance Fields | Jan 18, 2024 | 3D geometryScene Flow Estimation | CodeCode Available | 0 | 5 |
| Message-passing neural networks for high-throughput polymer screening | Jul 26, 2018 | 3D geometryBIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| Direct Fitting of Gaussian Mixture Models | Apr 11, 2019 | 3D geometry | CodeCode Available | 0 | 5 |
| MaskLRF: Self-supervised Pretraining via Masked Autoencoding of Local Reference Frames for Rotation-invariant 3D Point Set Analysis | Mar 1, 2024 | 3D geometryDomain Adaptation | CodeCode Available | 0 | 5 |
| MonoCap: Monocular Human Motion Capture using a CNN Coupled with a Geometric Prior | Jan 9, 2017 | 3D geometry | CodeCode Available | 0 | 5 |
| Learning Unsupervised Multi-View Stereopsis via Robust Photometric Consistency | May 7, 2019 | 3D geometryDepth Estimation | CodeCode Available | 0 | 5 |
| LEGO: Learning Edge with Geometry all at Once by Watching Videos | Mar 15, 2018 | 3D geometryAll | CodeCode Available | 0 | 5 |
| 3D Object Reconstruction from a Single Depth View with Adversarial Learning | Aug 26, 2017 | 3D geometry3D Object Reconstruction | CodeCode Available | 0 | 5 |
| LidarGait: Benchmarking 3D Gait Recognition with Point Clouds | Nov 19, 2022 | 3D geometryBenchmarking | CodeCode Available | 0 | 5 |
| Learning from Videos for 3D World: Enhancing MLLMs with 3D Vision Geometry Priors | May 30, 2025 | 3D geometryLarge Language Model | CodeCode Available | 0 | 5 |
| DewarpNet: Single-Image Document Unwarping With Stacked 3D and 2D Regression Networks | Oct 1, 2019 | 3D geometryLocal Distortion | CodeCode Available | 0 | 5 |
| Learning a Multi-View Stereo Machine | Aug 17, 2017 | 3D geometry3D Reconstruction | CodeCode Available | 0 | 5 |
| Acoustic Non-Line-Of-Sight Imaging | Jun 1, 2019 | 3D geometrySeismic Imaging | CodeCode Available | 0 | 5 |
| Learning 6-DOF Grasping Interaction via Deep Geometry-aware 3D Representations | Aug 24, 2017 | 3D geometry3D Geometry Prediction | CodeCode Available | 0 | 5 |
| Learning to Predict 3D Objects with an Interpolation-based Differentiable Renderer | Aug 3, 2019 | 3D geometrySingle-View 3D Reconstruction | CodeCode Available | 0 | 5 |
| Gotta Adapt 'Em All: Joint Pixel and Feature-Level Domain Adaptation for Recognition in the Wild | Feb 28, 2018 | 3D geometryAll | CodeCode Available | 0 | 5 |
| Accurate 3D Finger Knuckle Recognition Using Auto-Generated Similarity Functions | Jan 13, 2021 | 3D geometry | CodeCode Available | 0 | 5 |
| Interactive Geometry Editing of Neural Radiance Fields | Mar 21, 2023 | 3D geometry | CodeCode Available | 0 | 5 |
| Dense 3D Object Reconstruction from a Single Depth View | Feb 1, 2018 | 3D geometry3D Object Reconstruction | CodeCode Available | 0 | 5 |
| InstantGeoAvatar: Effective Geometry and Appearance Modeling of Animatable Avatars from Monocular Video | Nov 3, 2024 | 3D geometryNovel View Synthesis | CodeCode Available | 0 | 5 |
| Latent Feature and Attention Dual Erasure Attack against Multi-View Diffusion Models for 3D Assets Protection | Aug 21, 2024 | 3D geometryImage Generation | CodeCode Available | 0 | 5 |
| Human3.6m: Large scale datasets and predictive methods for 3D human sensing in natural environments | Dec 12, 2013 | 3D geometry3D Human Pose Estimation | CodeCode Available | 0 | 5 |
| Hierarchical Surface Prediction for 3D Object Reconstruction | Apr 3, 2017 | 3D geometry3D Geometry Prediction | CodeCode Available | 0 | 5 |
| Deep-learning the Latent Space of Light Transport | Nov 12, 2018 | 3D geometryComputational Efficiency | CodeCode Available | 0 | 5 |
| HamNet: Conformation-Guided Molecular Representation with Hamiltonian Neural Networks | May 8, 2021 | 3D geometrymolecular representation | CodeCode Available | 0 | 5 |
| GraphVF: Controllable Protein-Specific 3D Molecule Generation with Variational Flow | Feb 23, 2023 | 3D geometry3D Molecule Generation | CodeCode Available | 0 | 5 |
| A Survey of Representation Learning, Optimization Strategies, and Applications for Omnidirectional Vision | Feb 11, 2025 | 3D geometryAutonomous Driving | —Unverified | 0 | 0 |
| Geometry-aware Deep Network for Single-Image Novel View Synthesis | Apr 17, 2018 | 3D geometryNovel View Synthesis | —Unverified | 0 | 0 |
| Geometry-aware Active Learning of Spatiotemporal Dynamic Systems | Apr 26, 2025 | 3D geometryActive Learning | —Unverified | 0 | 0 |
| Geometry aware 3D generation from in-the-wild images in ImageNet | Jan 31, 2024 | 3D Generation3D geometry | —Unverified | 0 | 0 |
| CVRecon: Rethinking 3D Geometric Feature Learning For Neural Reconstruction | Apr 28, 2023 | 3D geometry | —Unverified | 0 | 0 |
| A Simple Approach to Intrinsic Correspondence Learning on Unstructured 3D Meshes | Sep 18, 2018 | 3D geometry | —Unverified | 0 | 0 |
| 3DTI-Net: Learn Inner Transform Invariant 3D Geometry Features using Dynamic GCN | Dec 15, 2018 | 3D geometry3D Object Classification | —Unverified | 0 | 0 |