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Point Cloud Generation

Papers

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Showing 51–100 of 117 papers

TitleStatusHype
Text2LiDAR: Text-guided LiDAR Point Cloud Generation via Equirectangular Transformer—0
RGB2Point: 3D Point Cloud Generation from Single RGB Images—0
Lift Your Molecules: Molecular Graph Generation in Latent Euclidean Space—0
L-MAGIC: Language Model Assisted Generation of Images with CoherenceCode0
Generative AI Empowered LiDAR Point Cloud Generation with Multimodal Transformer—0
A Hybrid Generative and Discriminative PointNet on Unordered Point Sets—0
NeRF2Points: Large-Scale Point Cloud Generation From Street Views' Radiance Field Optimization—0
Enhancing Diffusion-based Point Cloud Generation with Smoothness Constraint—0
Exploiting Topological Priors for Boosting Point Cloud Generation—0
A Lennard-Jones Layer for Distribution Normalization—0
General Point Model Pretraining with Autoencoding and AutoregressiveCode0
Unveiling Spaces: Architecturally meaningful semantic descriptions from images of interior spaces—0
Fast Training of Diffusion Transformer with Extreme Masking for 3D Point Clouds Generation—0
UNeR3D: Versatile and Scalable 3D RGB Point Cloud Generation from 2D Images in Unsupervised ReconstructionCode0
WonderJourney: Going from Anywhere to Everywhere—0
FrePolad: Frequency-Rectified Point Latent Diffusion for Point Cloud Generation—0
General Point Model with Autoencoding and Autoregressive—0
Improving Neural Radiance Field using Near-Surface Sampling with Point Cloud Generation—0
Semantics-aware LiDAR-Only Pseudo Point Cloud Generation for 3D Object Detection—0
Select-and-Combine (SAC): A Novel Multi-Stereo Depth Fusion Algorithm for Point Cloud Generation via Efficient Local Markov Netlets—0
Sketch and Text Guided Diffusion Model for Colored Point Cloud Generation—0
Patch-Wise Point Cloud Generation: A Divide-and-Conquer ApproachCode0
4D Millimeter-Wave Radar in Autonomous Driving: A Survey—0
DiffFacto: Controllable Part-Based 3D Point Cloud Generation with Cross Diffusion—0
StarNet: Style-Aware 3D Point Cloud Generation—0
FullFormer: Generating Shapes Inside Shapes—0
PTA-Det: Point Transformer Associating Point cloud and Image for 3D Object Detection—0
EPiC-GAN: Equivariant Point Cloud Generation for Particle JetsCode0
Fast Point Cloud Generation with Straight FlowsCode0
Time and Cost-Efficient Bathymetric Mapping System using Sparse Point Cloud Generation and Automatic Object DetectionCode0
Flow-based GAN for 3D Point Cloud Generation from a Single ImageCode0
Diffusion-based Molecule Generation with Informative Prior Bridges—0
CP3: Unifying Point Cloud Completion by Pretrain-Prompt-Predict Paradigm—0
Synthetic Point Cloud Generation for Class Segmentation Applications—0
A Novel Intrinsic Image Decomposition Method to Recover Albedo for Aerial Images in Photogrammetry Processing—0
Convolutional Neural Network-based Efficient Dense Point Cloud Generation using Unsigned Distance FieldsCode0
SPA-VAE: Similar-Parts-Assignment for Unsupervised 3D Point Cloud Generation—0
Point Cloud Generation with Continuous Conditioning—0
Generate Point Clouds with Multiscale Details from Graph-Represented Structures—0
EditVAE: Unsupervised Part-Aware Controllable 3D Point Cloud Shape Generation—0
Flow Plugin Network for conditional generationCode0
3D Reconstruction through Fusion of Cross-View Images—0
Learning Progressive Point Embeddings for 3D Point Cloud Generation—0
SE-MD: A Single-encoder multiple-decoder deep network for point cloud generation from 2D images—0
Go with the Flows: Mixtures of Normalizing Flows for Point Cloud Generation and Reconstruction—0
RPG: Learning Recursive Point Cloud Generation—0
A Point Cloud Generative Model Based on Nonequilibrium Thermodynamics—0
ChartPointFlow for Topology-Aware 3D Point Cloud Generation—0
Learning geometry-image representation for 3D point cloud generation—0
Minimal Adversarial Examples for Deep Learning on 3D Point Clouds—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1PointFlow1-NNA-CD75.68—Unverified
2SetVAE1-NNA-CD75.31—Unverified
3SoftPointFlow1-NNA-CD70.92—Unverified
4DiT-3D1-NNA-CD62.35—Unverified
5LION1-NNA-CD53.47—Unverified
#ModelMetricClaimedVerifiedStatus
1SoftPointFlow1-NNA-CD62.63—Unverified
2PointFlow1-NNA-CD60.65—Unverified
3SetVAE1-NNA-CD59.66—Unverified
4LION1-NNA-CD54.81—Unverified
5DiT-3D1-NNA-CD51.04—Unverified
#ModelMetricClaimedVerifiedStatus
1PointFlow1-NNA-CD60.88—Unverified
2SoftPointFlow1-NNA-CD59.95—Unverified
3SetVAE1-NNA-CD58.76—Unverified
4LION1-NNA-CD52.07—Unverified
5DiT-3D1-NNA-CD51.99—Unverified
#ModelMetricClaimedVerifiedStatus
1LION1-NNA-CD51.85—Unverified
2DiT-3DCD50.72—Unverified