| Generative AI Empowered LiDAR Point Cloud Generation with Multimodal Transformer | May 20, 2024 | Point Cloud Generation | —Unverified | 0 |
| A Hybrid Generative and Discriminative PointNet on Unordered Point Sets | Apr 19, 2024 | image-classificationImage Classification | —Unverified | 0 |
| Taming Transformers for Realistic Lidar Point Cloud Generation | Apr 8, 2024 | DenoisingPoint Cloud Generation | CodeCode Available | 1 |
| NeRF2Points: Large-Scale Point Cloud Generation From Street Views' Radiance Field Optimization | Apr 7, 2024 | Autonomous VehiclesNeRF | —Unverified | 0 |
| LidarDM: Generative LiDAR Simulation in a Generated World | Apr 3, 2024 | Autonomous DrivingPoint Cloud Generation | CodeCode Available | 2 |
| Enhancing Diffusion-based Point Cloud Generation with Smoothness Constraint | Apr 3, 2024 | Point Cloud Generation | —Unverified | 0 |
| Exploiting Topological Priors for Boosting Point Cloud Generation | Mar 16, 2024 | Generative Adversarial NetworkPoint Cloud Generation | —Unverified | 0 |
| RangeLDM: Fast Realistic LiDAR Point Cloud Generation | Mar 15, 2024 | Autonomous DrivingPoint Cloud Generation | CodeCode Available | 1 |
| A Lennard-Jones Layer for Distribution Normalization | Feb 5, 2024 | DenoisingPoint Cloud Generation | —Unverified | 0 |
| General Point Model Pretraining with Autoencoding and Autoregressive | Jan 1, 2024 | DecoderLanguage Modeling | CodeCode Available | 0 |
| TIGER: Time-Varying Denoising Model for 3D Point Cloud Generation with Diffusion Process | Jan 1, 2024 | DenoisingDiversity | CodeCode Available | 1 |
| Unveiling Spaces: Architecturally meaningful semantic descriptions from images of interior spaces | Dec 19, 2023 | Generative Adversarial Networkimage-classification | —Unverified | 0 |
| Point Cloud Part Editing: Segmentation, Generation, Assembly, and Selection | Dec 19, 2023 | DisentanglementDiversity | CodeCode Available | 1 |
| Fast Training of Diffusion Transformer with Extreme Masking for 3D Point Clouds Generation | Dec 12, 2023 | 3D GenerationDenoising | —Unverified | 0 |
| UNeR3D: Versatile and Scalable 3D RGB Point Cloud Generation from 2D Images in Unsupervised Reconstruction | Dec 10, 2023 | 3D ReconstructionPoint Cloud Generation | CodeCode Available | 0 |
| WonderJourney: Going from Anywhere to Everywhere | Dec 6, 2023 | Point Cloud GenerationScene Generation | —Unverified | 0 |
| FrePolad: Frequency-Rectified Point Latent Diffusion for Point Cloud Generation | Nov 20, 2023 | Computational EfficiencyDenoising | —Unverified | 0 |
| General Point Model with Autoencoding and Autoregressive | Oct 25, 2023 | DecoderLanguage Modeling | —Unverified | 0 |
| Improving Neural Radiance Field using Near-Surface Sampling with Point Cloud Generation | Oct 6, 2023 | NeRFPoint Cloud Generation | —Unverified | 0 |
| LiDAR Data Synthesis with Denoising Diffusion Probabilistic Models | Sep 17, 2023 | Point Cloud CompletionPoint Cloud Generation | CodeCode Available | 1 |
| Semantics-aware LiDAR-Only Pseudo Point Cloud Generation for 3D Object Detection | Sep 16, 2023 | 3D Object DetectionObject | —Unverified | 0 |
| Select-and-Combine (SAC): A Novel Multi-Stereo Depth Fusion Algorithm for Point Cloud Generation via Efficient Local Markov Netlets | Aug 23, 2023 | Point Cloud GenerationStereo Matching | —Unverified | 0 |
| Sketch and Text Guided Diffusion Model for Colored Point Cloud Generation | Aug 5, 2023 | DenoisingImage Generation | —Unverified | 0 |
| Echoes Beyond Points: Unleashing the Power of Raw Radar Data in Multi-modality Fusion | Jul 31, 2023 | Autonomous DrivingPoint Cloud Generation | CodeCode Available | 1 |
| Patch-Wise Point Cloud Generation: A Divide-and-Conquer Approach | Jul 22, 2023 | Autonomous DrivingPoint Cloud Generation | CodeCode Available | 0 |
