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Point Cloud Generation

Papers

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Showing 51–100 of 117 papers

TitleStatusHype
DiffFacto: Controllable Part-Based 3D Point Cloud Generation with Cross Diffusion—0
Diffusion-based Molecule Generation with Informative Prior Bridges—0
DUAL ADVERSARIAL MODEL FOR GENERATING 3D POINT CLOUD—0
EditVAE: Unsupervised Part-Aware Controllable 3D Point Cloud Shape Generation—0
Enhancing Diffusion-based Point Cloud Generation with Smoothness Constraint—0
Exploiting Topological Priors for Boosting Point Cloud Generation—0
Exploring Domain Shift on Radar-Based 3D Object Detection Amidst Diverse Environmental Conditions—0
Fast Training of Diffusion Transformer with Extreme Masking for 3D Point Clouds Generation—0
Flexible-weighted Chamfer Distance: Enhanced Objective Function for Point Cloud Completion—0
FrePolad: Frequency-Rectified Point Latent Diffusion for Point Cloud Generation—0
FullFormer: Generating Shapes Inside Shapes—0
General Point Model with Autoencoding and Autoregressive—0
Generate Point Clouds with Multiscale Details from Graph-Represented Structures—0
Generative AI Empowered LiDAR Point Cloud Generation with Multimodal Transformer—0
Gen-Swarms: Adapting Deep Generative Models to Swarms of Drones—0
Getting Topology and Point Cloud Generation to Mesh—0
Go with the Flows: Mixtures of Normalizing Flows for Point Cloud Generation and Reconstruction—0
Improving Neural Radiance Field using Near-Surface Sampling with Point Cloud Generation—0
Learning geometry-image representation for 3D point cloud generation—0
Learning Progressive Point Embeddings for 3D Point Cloud Generation—0
Lift Your Molecules: Molecular Graph Generation in Latent Euclidean Space—0
Deformable 3D Shape Diffusion Model—0
NeRF2Points: Large-Scale Point Cloud Generation From Street Views' Radiance Field Optimization—0
Parameterize Structure with Differentiable Template for 3D Shape Generation—0
Point Cloud Generation with Continuous Conditioning—0
PTA-Det: Point Transformer Associating Point cloud and Image for 3D Object Detection—0
RaGNNarok: A Light-Weight Graph Neural Network for Enhancing Radar Point Clouds on Unmanned Ground Vehicles—0
RGB2Point: 3D Point Cloud Generation from Single RGB Images—0
Robust Unsupervised Domain Adaptation for 3D Point Cloud Segmentation Under Source Adversarial Attacks—0
RPG: Learning Recursive Point Cloud Generation—0
SeaLion: Semantic Part-Aware Latent Point Diffusion Models for 3D Generation—0
Select-and-Combine (SAC): A Novel Multi-Stereo Depth Fusion Algorithm for Point Cloud Generation via Efficient Local Markov Netlets—0
Semantics-aware LiDAR-Only Pseudo Point Cloud Generation for 3D Object Detection—0
SE-MD: A Single-encoder multiple-decoder deep network for point cloud generation from 2D images—0
SIM-Net: A Multimodal Fusion Network Using Inferred 3D Object Shape Point Clouds from RGB Images for 2D Classification—0
Simultaneous Localization and Mapping Using Active mmWave Sensing in 5G NR—0
Sketch and Text Guided Diffusion Model for Colored Point Cloud Generation—0
SPA-VAE: Similar-Parts-Assignment for Unsupervised 3D Point Cloud Generation—0
StarNet: Style-Aware 3D Point Cloud Generation—0
Synthetic Point Cloud Generation for Class Segmentation Applications—0
Text2LiDAR: Text-guided LiDAR Point Cloud Generation via Equirectangular Transformer—0
Unveiling Spaces: Architecturally meaningful semantic descriptions from images of interior spaces—0
WonderJourney: Going from Anywhere to Everywhere—0
EAGLE: Contextual Point Cloud Generation via Adaptive Continuous Normalizing Flow with Self-AttentionCode0
Adversarial Autoencoders for Compact Representations of 3D Point CloudsCode0
L-MAGIC: Language Model Assisted Generation of Images with CoherenceCode0
Deep Generative Modeling of LiDAR DataCode0
EPiC-GAN: Equivariant Point Cloud Generation for Particle JetsCode0
LiDAR Sensor modeling and Data augmentation with GANs for Autonomous drivingCode0
ObitoNet: Multimodal High-Resolution Point Cloud ReconstructionCode0
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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