SOTAVerified

Point Cloud Generation

Papers

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Showing 51–100 of 117 papers

TitleStatusHype
Learning Efficient Point Cloud Generation for Dense 3D Object ReconstructionCode0
Learning Localized Generative Models for 3D Point Clouds via Graph ConvolutionCode0
LiDAR Sensor modeling and Data augmentation with GANs for Autonomous drivingCode0
L-MAGIC: Language Model Assisted Generation of Images with CoherenceCode0
ObitoNet: Multimodal High-Resolution Point Cloud ReconstructionCode0
Patch-Wise Point Cloud Generation: A Divide-and-Conquer ApproachCode0
PointGrow: Autoregressively Learned Point Cloud Generation with Self-AttentionCode0
Spectral-GANs for High-Resolution 3D Point-cloud GenerationCode0
Time and Cost-Efficient Bathymetric Mapping System using Sparse Point Cloud Generation and Automatic Object DetectionCode0
UNeR3D: Versatile and Scalable 3D RGB Point Cloud Generation from 2D Images in Unsupervised ReconstructionCode0
Effect of Fog Particle Size Distribution on 3D Object Detection Under Adverse Weather Conditions—0
Learning Progressive Point Embeddings for 3D Point Cloud Generation—0
FrePolad: Frequency-Rectified Point Latent Diffusion for Point Cloud Generation—0
Flexible-weighted Chamfer Distance: Enhanced Objective Function for Point Cloud Completion—0
Fast Training of Diffusion Transformer with Extreme Masking for 3D Point Clouds Generation—0
Exploring Domain Shift on Radar-Based 3D Object Detection Amidst Diverse Environmental Conditions—0
Exploiting Topological Priors for Boosting Point Cloud Generation—0
A Convolutional Decoder for Point Clouds using Adaptive Instance Normalization—0
Lift Your Molecules: Molecular Graph Generation in Latent Euclidean Space—0
Enhancing Diffusion-based Point Cloud Generation with Smoothness Constraint—0
WonderJourney: Going from Anywhere to Everywhere—0
EditVAE: Unsupervised Part-Aware Controllable 3D Point Cloud Shape Generation—0
Minimal Adversarial Examples for Deep Learning on 3D Point Clouds—0
NeRF2Points: Large-Scale Point Cloud Generation From Street Views' Radiance Field Optimization—0
DUAL ADVERSARIAL MODEL FOR GENERATING 3D POINT CLOUD—0
4D Millimeter-Wave Radar in Autonomous Driving: A Survey—0
Parameterize Structure with Differentiable Template for 3D Shape Generation—0
3D Reconstruction through Fusion of Cross-View Images—0
Diffusion-based Molecule Generation with Informative Prior Bridges—0
Point Cloud Generation with Continuous Conditioning—0
DiffFacto: Controllable Part-Based 3D Point Cloud Generation with Cross Diffusion—0
CP3: Unifying Point Cloud Completion by Pretrain-Prompt-Predict Paradigm—0
Unveiling Spaces: Architecturally meaningful semantic descriptions from images of interior spaces—0
CNN-based synthesis of realistic high-resolution LiDAR data—0
ChartPointFlow for Topology-Aware 3D Point Cloud Generation—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
A Point Cloud Generative Model Based on Nonequilibrium Thermodynamics—0
Deformable 3D Shape Diffusion Model—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
A Novel Intrinsic Image Decomposition Method to Recover Albedo for Aerial Images in Photogrammetry Processing—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
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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