| VGGT: Visual Geometry Grounded Transformer | Mar 14, 2025 | Depth EstimationNovel View Synthesis | CodeCode Available | 11 | 5 |
| fVDB: A Deep-Learning Framework for Sparse, Large-Scale, and High-Performance Spatial Intelligence | Jul 1, 2024 | GPUPoint cloud reconstruction | CodeCode Available | 4 | 5 |
| Curve-Aware Gaussian Splatting for 3D Parametric Curve Reconstruction | Jun 26, 2025 | Point cloud reconstruction | CodeCode Available | 2 | 5 |
| Unsupervised Occupancy Learning from Sparse Point Cloud | Apr 3, 2024 | 3D Reconstruction3D Shape Representation | CodeCode Available | 1 | 5 |
| Local and Global Point Cloud Reconstruction for 3D Hand Pose Estimation | Dec 13, 2021 | 3D Hand Pose Estimation3D Point Cloud Reconstruction | CodeCode Available | 1 | 5 |
| PAPR: Proximity Attention Point Rendering | Jul 20, 2023 | Multi-View 3D ReconstructionNeural Rendering | CodeCode Available | 1 | 5 |
| Masked Surfel Prediction for Self-Supervised Point Cloud Learning | Jul 7, 2022 | DecoderPoint cloud reconstruction | CodeCode Available | 1 | 5 |
| Cross-modal Learning for Image-Guided Point Cloud Shape Completion | Sep 20, 2022 | Point Cloud CompletionPoint cloud reconstruction | CodeCode Available | 1 | 5 |
| PointMixer: MLP-Mixer for Point Cloud Understanding | Nov 22, 2021 | 3D Object Classification3D Point Cloud Classification | CodeCode Available | 1 | 5 |
| Energy-Based Sliced Wasserstein Distance | Apr 26, 2023 | Point cloud reconstruction | CodeCode Available | 1 | 5 |
| Through the Looking Glass: Neural 3D Reconstruction of Transparent Shapes | Apr 22, 2020 | 3D geometry3D Point Cloud Reconstruction | CodeCode Available | 1 | 5 |
| DSRC: Learning Density-insensitive and Semantic-aware Collaborative Representation against Corruptions | Dec 14, 2024 | 3D Object Detectionobject-detection | CodeCode Available | 1 | 5 |
| Dense Hybrid Recurrent Multi-view Stereo Net with Dynamic Consistency Checking | Jul 21, 2020 | Point cloud reconstruction | CodeCode Available | 1 | 5 |
| Canonical Capsules: Self-Supervised Capsules in Canonical Pose | Dec 8, 2020 | 3D Point Cloud ReconstructionGeneral Classification | CodeCode Available | 1 | 5 |
| 3D Surface Reconstruction From Multi-Date Satellite Images | Feb 4, 2021 | Camera CalibrationPoint cloud reconstruction | CodeCode Available | 1 | 5 |
| DiffPMAE: Diffusion Masked Autoencoders for Point Cloud Reconstruction | Dec 6, 2023 | Point cloud reconstructionSelf-Supervised Learning | CodeCode Available | 1 | 5 |
| M^3VSNet: Unsupervised Multi-metric Multi-view Stereo Network | Apr 30, 2020 | Point cloud reconstruction | CodeCode Available | 1 | 5 |
| M^3VSNet: Unsupervised Multi-metric Multi-view Stereo Network | Apr 21, 2020 | Point cloud reconstruction | CodeCode Available | 1 | 5 |
| Patch-Based Deep Autoencoder for Point Cloud Geometry Compression | Oct 18, 2021 | Point cloud reconstruction | CodeCode Available | 1 | 5 |
| From Image Collections to Point Clouds with Self-supervised Shape and Pose Networks | May 5, 2020 | 3D Object Reconstruction3D Object Reconstruction From A Single Image | CodeCode Available | 1 | 5 |
| Query6DoF: Learning Sparse Queries as Implicit Shape Prior for Category-Level 6DoF Pose Estimation | Jan 1, 2023 | 6D Pose EstimationPoint cloud reconstruction | CodeCode Available | 1 | 5 |
| APR: Online Distant Point Cloud Registration Through Aggregated Point Cloud Reconstruction | May 4, 2023 | Point cloud reconstructionPoint Cloud Registration | CodeCode Available | 1 | 5 |
| Lightweight super resolution network for point cloud geometry compression | Nov 2, 2023 | DecoderPoint cloud reconstruction | CodeCode Available | 1 | 5 |
| YOLO3D: End-to-end real-time 3D Oriented Object Bounding Box Detection from LiDAR Point Cloud | Aug 7, 2018 | 3D Point Cloud ReconstructionGPU | CodeCode Available | 1 | 5 |
| Autoregressive 3D Shape Generation via Canonical Mapping | Apr 5, 2022 | 3D Shape GenerationPoint Cloud Generation | CodeCode Available | 1 | 5 |
| Sparse2Dense: Learning to Densify 3D Features for 3D Object Detection | Nov 23, 2022 | 3D Object DetectionDomain Adaptation | CodeCode Available | 1 | 5 |
| Generative PointNet: Deep Energy-Based Learning on Unordered Point Sets for 3D Generation, Reconstruction and Classification | Apr 2, 2020 | 3D GenerationGeneral Classification | CodeCode Available | 1 | 5 |
| Masked Autoencoders in 3D Point Cloud Representation Learning | Jul 4, 2022 | Point Cloud CompletionPoint cloud reconstruction | CodeCode Available | 1 | 5 |
| Variational Autoencoding of Dental Point Clouds | Jul 20, 2023 | Computational EfficiencyPoint cloud reconstruction | CodeCode Available | 1 | 5 |
| AIM2PC: Aerial Image to 3D Building Point Cloud Reconstruction | Mar 24, 2025 | DenoisingImage to 3D | CodeCode Available | 0 | 5 |
| Dense 3D Point Cloud Reconstruction Using a Deep Pyramid Network | Jan 25, 2019 | 3D Point Cloud ReconstructionPoint cloud reconstruction | CodeCode Available | 0 | 5 |
| BloomScene: Lightweight Structured 3D Gaussian Splatting for Crossmodal Scene Generation | Jan 15, 2025 | Point cloud reconstructionScene Generation | CodeCode Available | 0 | 5 |
| Tensorformer: Normalized Matrix Attention Transformer for High-quality Point Cloud Reconstruction | Jun 28, 2023 | Point cloud reconstructionSurface Reconstruction | CodeCode Available | 0 | 5 |
| Silhouette Guided Point Cloud Reconstruction beyond Occlusion | Jul 29, 2019 | 3D ReconstructionPoint cloud reconstruction | CodeCode Available | 0 | 5 |
| Set Prediction without Imposing Structure as Conditional Density Estimation | Oct 8, 2020 | Density EstimationPoint cloud reconstruction | CodeCode Available | 0 | 5 |
| SO-Net: Self-Organizing Network for Point Cloud Analysis | Mar 12, 2018 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 0 | 5 |
| Pyramid Multi-view Stereo Net with Self-adaptive View Aggregation | Dec 6, 2019 | 3D Point Cloud Reconstruction3D Reconstruction | CodeCode Available | 0 | 5 |
| 3D-LMNet: Latent Embedding Matching for Accurate and Diverse 3D Point Cloud Reconstruction from a Single Image | Jul 20, 2018 | 3D Point Cloud Reconstruction3D Reconstruction | CodeCode Available | 0 | 5 |
| Few-shot point cloud reconstruction and denoising via learned Guassian splats renderings and fine-tuned diffusion features | Apr 1, 2024 | 3D ReconstructionDeep Learning | CodeCode Available | 0 | 5 |
| MPED: Quantifying Point Cloud Distortion based on Multiscale Potential Energy Discrepancy | Mar 4, 2021 | Point cloud reconstruction | CodeCode Available | 0 | 5 |
| PointInverter: Point Cloud Reconstruction and Editing via a Generative Model with Shape Priors | Nov 16, 2022 | Generative Adversarial NetworkPoint cloud reconstruction | CodeCode Available | 0 | 5 |
| Robustifying Generalizable Implicit Shape Networks with a Tunable Non-Parametric Model | Nov 21, 2023 | 3D ReconstructionPoint cloud reconstruction | CodeCode Available | 0 | 5 |
| ObitoNet: Multimodal High-Resolution Point Cloud Reconstruction | Dec 25, 2024 | DecoderPoint Cloud Generation | CodeCode Available | 0 | 5 |
| Learnable Chamfer Distance for Point Cloud Reconstruction | Dec 27, 2023 | Point cloud reconstruction | CodeCode Available | 0 | 5 |
| CAPNet: Continuous Approximation Projection For 3D Point Cloud Reconstruction Using 2D Supervision | Nov 28, 2018 | 3D Point Cloud ReconstructionPoint cloud reconstruction | CodeCode Available | 0 | 5 |
| PU-MFA : Point Cloud Up-sampling via Multi-scale Features Attention | Aug 22, 2022 | Point cloud reconstructionPoint Cloud Super Resolution | CodeCode Available | 0 | 5 |
| Learning Local Pattern Modularization for Point Cloud Reconstruction from Unseen Classes | Aug 26, 2024 | ObjectPoint cloud reconstruction | CodeCode Available | 0 | 5 |
| 3D-PSRNet: Part Segmented 3D Point Cloud Reconstruction From a Single Image | Sep 30, 2018 | 3D Point Cloud ReconstructionPoint cloud reconstruction | CodeCode Available | 0 | 5 |
| Self-Attention Amortized Distributional Projection Optimization for Sliced Wasserstein Point-Cloud Reconstruction | Jan 12, 2023 | Point cloud reconstruction | CodeCode Available | 0 | 5 |
| Differentiable Spline Approximations | Oct 4, 2021 | 3D Point Cloud ReconstructionBIG-bench Machine Learning | —Unverified | 0 | 0 |
