Awesome 3D Generation

The first curated list of 3D Generation papers with visual previews.

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Mesh

VertexRegen: Mesh Generation with Continuous Level of Detail
VertexRegen: Mesh Generation with Continuous Level of Detail
arXiv 2025
Paper Project
FastMesh: Efficient Artistic Mesh Generation via Component Decoupling
FastMesh: Efficient Artistic Mesh Generation via Component Decoupling
arXiv 2025
Paper
LLaMA-Mesh: Unifying 3D Mesh Generation with Language Models
LLaMA-Mesh: Unifying 3D Mesh Generation with Language Models
arXiv 2024
Paper Code Demo
FreeMesh: Boosting Mesh Generation with Coordinates Merging
FreeMesh: Boosting Mesh Generation with Coordinates Merging
ICML 2025
Paper
Mesh-RFT: Enhancing Mesh Generation via Fine-grained Reinforcement Fine-Tuning
Mesh-RFT: Enhancing Mesh Generation via Fine-grained Reinforcement Fine-Tuning
arXiv 2025
Paper
Scaling mesh generation via compressive tokenization
Scaling mesh generation via compressive tokenization
CVPR 2025
Paper Project Code
iFlame: Interleaving Full and Linear Attention for Efficient Mesh Generation
iFlame: Interleaving Full and Linear Attention for Efficient Mesh Generation
arXiv 2025
Paper Code
Mesh Silksong: Auto-Regressive Mesh Generation as Weaving Silk
Mesh Silksong: Auto-Regressive Mesh Generation as Weaving Silk
arXiv 2025
Paper
MeshPad: Interactive Sketch-Conditioned Artist-Designed Mesh Generation and Editing
MeshPad: Interactive Sketch-Conditioned Artist-Designed Mesh Generation and Editing
arXiv 2025
Paper Project
DeepMesh: Auto-Regressive Artist-mesh Creation with Reinforcement Learning
DeepMesh: Auto-Regressive Artist-mesh Creation with Reinforcement Learning
ICCV 2025
Paper Project Code
EdgeRunner: Auto-regressive Auto-encoder for Artistic Mesh Generation
EdgeRunner: Auto-regressive Auto-encoder for Artistic Mesh Generation
ICLR 2025
Paper Code
MeshArt: Generating Articulated Meshes with Structure-guided Transformers
MeshArt: Generating Articulated Meshes with Structure-guided Transformers
CVPR 2025
Paper Code
TreeMeshGPT: Topology-Aware Mesh Generation with Tree-Structured Graph Priors
TreeMeshGPT: Topology-Aware Mesh Generation with Tree-Structured Graph Priors
CVPR 2025
Paper
Meshtron: High-Fidelity, Artist-Like 3D Mesh Generation at Scale
Meshtron: High-Fidelity, Artist-Like 3D Mesh Generation at Scale
arXiv 2024
Paper Project
MeshAnything V2: Artist-Created Mesh Generation With Adjacent Mesh Tokenization
MeshAnything V2: Artist-Created Mesh Generation With Adjacent Mesh Tokenization
ICCV 2025
Paper Project Code
MeshXL: Neural Coordinate Field for Generative 3D Foundation Models
MeshXL: Neural Coordinate Field for Generative 3D Foundation Models
NeurIPS 2024
Paper Code
SpaceMesh: A Continuous Representation for Learning Manifold Surface Meshes
SpaceMesh: A Continuous Representation for Learning Manifold Surface Meshes
SIGGRAPH Asia 2024
Paper Project
PivotMesh: Generic 3D Mesh Generation via Pivot Vertices Guidance
PivotMesh: Generic 3D Mesh Generation via Pivot Vertices Guidance
ICLR 2025
Paper Project Code
MeshAnything: Artist-Created Mesh Generation with Autoregressive Transformers
MeshAnything: Artist-Created Mesh Generation with Autoregressive Transformers
ICLR 2025
Paper Project Code
MeshGPT: Generating Triangle Meshes with Decoder-Only Transformers
MeshGPT: Generating Triangle Meshes with Decoder-Only Transformers
CVPR 2024
Paper Code
PolyDiff: Generating 3D Polygonal Meshes with Diffusion Models
PolyDiff: Generating 3D Polygonal Meshes with Diffusion Models
arXiv 2023
Paper
PolyGen: An Autoregressive Generative Model of 3D Meshes
PolyGen: An Autoregressive Generative Model of 3D Meshes
ICML 2020
Paper Code

Implicit Shape Representations (SDF and Occupancy Fields, etc.)

SparseFlex: High-Resolution and Arbitrary-Topology 3D Shape Modeling (TripoSF)
SparseFlex: High-Resolution and Arbitrary-Topology 3D Shape Modeling (TripoSF)
arXiv 2025
Paper Code
Ultra3D: Efficient and High-Fidelity 3D Generation with Part Attention
Ultra3D: Efficient and High-Fidelity 3D Generation with Part Attention
arXiv 2025
Paper
Sparc3D: Sparse Representation and Construction for High-Resolution 3D Shapes Modeling
Sparc3D: Sparse Representation and Construction for High-Resolution 3D Shapes Modeling
arXiv 2025
Paper
HierOctFusion: Multi-scale Octree-based 3D Shape Generation via Part-Whole-Hierarchy Message Passing
HierOctFusion: Multi-scale Octree-based 3D Shape Generation via Part-Whole-Hierarchy Message Passing
arXiv 2024
Paper
TRELLIS: Structured 3D Latents for Scalable and Versatile 3D Generation
TRELLIS: Structured 3D Latents for Scalable and Versatile 3D Generation
CVPR 2025
Paper Code
OctFusion: Octree-based Diffusion Models for 3D Shape Generation
OctFusion: Octree-based Diffusion Models for 3D Shape Generation
SGP 2025
Paper Code
LaGeM: A Large Geometry Model for 3D Representation Learning and Diffusion
LaGeM: A Large Geometry Model for 3D Representation Learning and Diffusion
ICLR 2025
Paper Code Project
XCube: Large-Scale 3D Generative Modeling using Sparse Voxel Hierarchies
XCube: Large-Scale 3D Generative Modeling using Sparse Voxel Hierarchies
CVPR 2024
Paper Code
SplatSDF: Boosting Neural Implicit SDF via Gaussian Splatting Fusion
SplatSDF: Boosting Neural Implicit SDF via Gaussian Splatting Fusion
arXiv 2024
Paper
MeshFormer: High-Quality Mesh Generation with 3D-Guided Reconstruction Model
MeshFormer: High-Quality Mesh Generation with 3D-Guided Reconstruction Model
arXiv 2024
Paper
Mosaic-SDF for 3D Generative Models
Mosaic-SDF for 3D Generative Models
arXiv 2024
Paper
CraftsMan: High-fidelity Mesh Generation with 3D Native Generation and Interactive Geometry Refiner
CraftsMan: High-fidelity Mesh Generation with 3D Native Generation and Interactive Geometry Refiner
arXiv 2024
Paper Code
GSDF: 3DGS Meets SDF for Improved Neural Rendering and Reconstruction
GSDF: 3DGS Meets SDF for Improved Neural Rendering and Reconstruction
NeurIPS 2024
Paper
GEM3D: GEnerative Medial Abstractions for 3D Shape Synthesis
GEM3D: GEnerative Medial Abstractions for 3D Shape Synthesis
SIGGRAPH 2024
Paper Code Project
SurroundSDF: Implicit 3D Scene Understanding Based on Signed Distance Field
SurroundSDF: Implicit 3D Scene Understanding Based on Signed Distance Field
CVPR 2024
Paper
HSDF: Hybrid Sign and Distance Field for Neural Representation of Surfaces With Arbitrary Topologies
HSDF: Hybrid Sign and Distance Field for Neural Representation of Surfaces With Arbitrary Topologies
IEEE 2024
Paper
3DShape2VecSet: A 3D Shape Representation for Neural Fields and Generative Diffusion Models
3DShape2VecSet: A 3D Shape Representation for Neural Fields and Generative Diffusion Models
ACM TOG 2023
Paper Code
Locally Attentional SDF Diffusion for Controllable 3D Shape Generation
Locally Attentional SDF Diffusion for Controllable 3D Shape Generation
ACM TOG 2023
Paper
Diffusion-SDF: Conditional Generative Modeling of Signed Distance Functions
Diffusion-SDF: Conditional Generative Modeling of Signed Distance Functions
ICCV 2023
Paper Project
Constructive Solid Geometry on Neural Signed Distance Fields
Constructive Solid Geometry on Neural Signed Distance Fields
ACM SIGGRAPH Asia 2023
Paper Project
SDFusion: Multimodal 3D Shape Completion, Reconstruction, and Generation
SDFusion: Multimodal 3D Shape Completion, Reconstruction, and Generation
CVPR 2023
Paper Code
SDF-Diffusion: Text-to-Shape via Voxelized Diffusion
SDF-Diffusion: Text-to-Shape via Voxelized Diffusion
CVPR 2023
Paper
MeshDiffusion: Score-based Generative 3D Mesh Modeling
MeshDiffusion: Score-based Generative 3D Mesh Modeling
ICLR 2023
Paper Code
SDF-StyleGAN: Implicit SDF-Based StyleGAN for 3D Shape Generation
SDF-StyleGAN: Implicit SDF-Based StyleGAN for 3D Shape Generation
SGP 2022
Paper Code
Neural Wavelet-domain Diffusion for 3D Shape Generation, Inversion, and Manipulation
Neural Wavelet-domain Diffusion for 3D Shape Generation, Inversion, and Manipulation
SIGGRAPH Asia 2022
ACM TOG
Paper Code
AutoSDF: Shape Priors for 3D Completion, Reconstruction and Generation
AutoSDF: Shape Priors for 3D Completion, Reconstruction and Generation
CVPR 2022
Paper
3DILG: Irregular Latent Grids for 3D Generative Modeling
3DILG: Irregular Latent Grids for 3D Generative Modeling
NeurIPS 2022
Paper Code Project
NeuS: Learning Neural Implicit Surfaces by Volume Rendering for Multi-view Reconstruction
NeuS: Learning Neural Implicit Surfaces by Volume Rendering for Multi-view Reconstruction
NeurIPS 2021
Paper Code
SIREN: Implicit Neural Representations with Periodic Activation Functions
SIREN: Implicit Neural Representations with Periodic Activation Functions
NeurIPS 2020
Paper Code
DeepSDF: Learning Continuous Signed Distance Functions for Shape Representation
DeepSDF: Learning Continuous Signed Distance Functions for Shape Representation
CVPR 2019
Paper Code
Neural Unsigned Distance Fields for Implicit Function Learning
Neural Unsigned Distance Fields for Implicit Function Learning
NeurIPS 2020
Paper
Convolutional Occupancy Networks
Convolutional Occupancy Networks
ECCV 2020
Paper Code
IM-Net: Learning Implicit Fields for Generative Shape Modeling
IM-Net: Learning Implicit Fields for Generative Shape Modeling
CVPR 2019
Paper Code

Point Cloud

TopoDiT-3D: Topology-Aware Diffusion Transformer with Bottleneck Structure for 3D Point Cloud Generation
TopoDiT-3D: Topology-Aware Diffusion Transformer with Bottleneck Structure for 3D Point Cloud Generation
arXiv 2025
Paper
3D Point Cloud Generation via Autoregressive Up-sampling
3D Point Cloud Generation via Autoregressive Up-sampling
arXiv 2025
Paper
EAGLE: Contextual Point Cloud Generation via Adaptive Continuous Normalizing Flow with Self-Attention
EAGLE: Contextual Point Cloud Generation via Adaptive Continuous Normalizing Flow with Self-Attention
arXiv 2025
Paper
Not-So-Optimal Transport Flows for 3D Point Cloud Generation
Not-So-Optimal Transport Flows for 3D Point Cloud Generation
arXiv 2025
Paper
RGB2Point: 3D Point Cloud Generation from Single RGB Images
RGB2Point: 3D Point Cloud Generation from Single RGB Images
arXiv 2024
Paper
Fast Training of Diffusion Transformer with Extreme Masking for 3D Point Clouds Generation
Fast Training of Diffusion Transformer with Extreme Masking for 3D Point Clouds Generation
ECCV 2024
Paper
Context-Aware Indoor Point Cloud Object Generation through User Instructions
Context-Aware Indoor Point Cloud Object Generation through User Instructions
ACM Multimedia 2024
Paper
Learning to Generate 3D Shapes with Generative Cellular Automata
Learning to Generate 3D Shapes with Generative Cellular Automata
ICLR 2021
Paper
3D Shape Generation and Completion through Point-Voxel Diffusion
3D Shape Generation and Completion through Point-Voxel Diffusion
ICCV 2021
Paper Code

NeRF

One-2-3-45++: Fast Single Image to 3D Objects with Consistent Multi-View Generation and 3D Diffusion
One-2-3-45++: Fast Single Image to 3D Objects with Consistent Multi-View Generation and 3D Diffusion
CVPR 2024
Paper Project
ProlificDreamer: High-Fidelity and Diverse Text-to-3D Generation with Variational Score Distillation
ProlificDreamer: High-Fidelity and Diverse Text-to-3D Generation with Variational Score Distillation
NeurIPS 2023
Paper Code Project
One-2-3-45: Any Single Image to 3D Mesh in 45 Seconds without Per-Shape Optimization
One-2-3-45: Any Single Image to 3D Mesh in 45 Seconds without Per-Shape Optimization
NeurIPS 2023
Paper Code Project
Zero-1-to-3: Zero-shot One Image to 3D Object
Zero-1-to-3: Zero-shot One Image to 3D Object
ICCV 2023
Paper Code Project
Magic3D: High-Resolution Text-to-3D Content Creation
Magic3D: High-Resolution Text-to-3D Content Creation
CVPR 2023
Paper Project
DreamFusion: Text-to-3D using 2D Diffusion
DreamFusion: Text-to-3D using 2D Diffusion
arXiv 2022
Paper Project
Efficient Geometry-aware 3D Generative Adversarial Networks
Efficient Geometry-aware 3D Generative Adversarial Networks
CVPR 2022
Paper Code Project

3D Gaussian Splatting

VRSplat: Fast and Robust Gaussian Splatting for Virtual Reality
VRSplat: Fast and Robust Gaussian Splatting for Virtual Reality
arXiv 2025
Paper
Gaussian Splatting with Discretized SDF for Relightable Assets
Gaussian Splatting with Discretized SDF for Relightable Assets
arXiv 2025
Paper
Enhancing 3D Gaussian Splatting Compression via Spatial Condition-based Prediction
Enhancing 3D Gaussian Splatting Compression via Spatial Condition-based Prediction
arXiv 2025
Paper
3D Gaussian Splatting as a New Era: A Survey
3D Gaussian Splatting as a New Era: A Survey
IEEE TVCG 2024
Paper
WildGaussians: 3D Gaussian Splatting In the Wild
WildGaussians: 3D Gaussian Splatting In the Wild
NeurIPS 2024
Paper
Spec-Gaussian: Anisotropic View-Dependent Appearance for 3D Gaussian Splatting
Spec-Gaussian: Anisotropic View-Dependent Appearance for 3D Gaussian Splatting
NeurIPS 2024
Paper
ODGS: 3D Scene Reconstruction from Omnidirectional Images with 3D Gaussian Splattings
ODGS: 3D Scene Reconstruction from Omnidirectional Images with 3D Gaussian Splattings
NeurIPS 2024
Paper Code
DOGS: Distributed-Oriented Gaussian Splatting for Large-Scale 3D Reconstruction
DOGS: Distributed-Oriented Gaussian Splatting for Large-Scale 3D Reconstruction
NeurIPS 2024
Paper Code
FreeSplat: Generalizable 3D Gaussian Splatting for Free-View Synthesis
FreeSplat: Generalizable 3D Gaussian Splatting for Free-View Synthesis
NeurIPS 2024
Paper Code
3D Gaussian Splatting as Markov Chain Monte Carlo
3D Gaussian Splatting as Markov Chain Monte Carlo
NeurIPS 2024 (Spotlight)
Paper
3iGS: Factorised Tensorial Illumination for 3D Gaussian Splatting
3iGS: Factorised Tensorial Illumination for 3D Gaussian Splatting
ECCV 2024
Paper
HeadStudio: Text to Animatable Head Avatars with 3D Gaussian Splatting
HeadStudio: Text to Animatable Head Avatars with 3D Gaussian Splatting
ECCV 2024
Paper
Gaussian Grouping: Segment and Edit Anything in 3D Scenes
Gaussian Grouping: Segment and Edit Anything in 3D Scenes
ECCV 2024
Paper Code
2D Gaussian Splatting for Geometrically Accurate Radiance Fields
2D Gaussian Splatting for Geometrically Accurate Radiance Fields
SIGGRAPH 2024
Paper Code
Recent Advances in 3D Gaussian Splatting
Recent Advances in 3D Gaussian Splatting
arXiv 2024
Paper
COLMAP-Free 3D Gaussian Splatting
COLMAP-Free 3D Gaussian Splatting
CVPR 2024
Paper
Gaussian Splatting SLAM
Gaussian Splatting SLAM
CVPR 2024 (Best Demo)
Paper
Mip-Splatting: Alias-free 3D Gaussian Splatting
Mip-Splatting: Alias-free 3D Gaussian Splatting
CVPR 2024 (Best Student Paper)
Paper Code
DreamGaussian: Generative Gaussian Splatting for Efficient 3D Content Creation
DreamGaussian: Generative Gaussian Splatting for Efficient 3D Content Creation
ICLR 2024 (Oral)
Paper Code
3D Gaussian Splatting for Real-Time Radiance Field Rendering
3D Gaussian Splatting for Real-Time Radiance Field Rendering
SIGGRAPH 2023
Paper Code
A Survey on 3D Gaussian Splatting
A Survey on 3D Gaussian Splatting
arXiv 2024
Paper
SuGaR: Surface-Aligned Gaussian Splatting for Efficient 3D Mesh Reconstruction and High-Quality Mesh Rendering
SuGaR: Surface-Aligned Gaussian Splatting for Efficient 3D Mesh Reconstruction and High-Quality Mesh Rendering
CVPR 2024
Paper Code

CAD

GeoCAD: Local Geometry-Controllable CAD Generation
GeoCAD: Local Geometry-Controllable CAD Generation
arXiv 2025
Paper
CAD-Coder: Text-to-CAD Generation with Chain-of-Thought and Geometric Reward
CAD-Coder: Text-to-CAD Generation with Chain-of-Thought and Geometric Reward
arXiv 2025
Paper
Stitch-A-Shape: Bottom-up Learning for B-Rep Generation
Stitch-A-Shape: Bottom-up Learning for B-Rep Generation
SIGGRAPH 2025
Paper
BrepDiff: Single-stage B-rep Diffusion Model
BrepDiff: Single-stage B-rep Diffusion Model
SIGGRAPH 2025
Paper Project
HoLa: B-Rep Generation using a Holistic Latent Representation
HoLa: B-Rep Generation using a Holistic Latent Representation
SIGGRAPH 2025
Paper Project
CLR-Wire: Towards Continuous Latent Representations for 3D Curve Wireframe Generation
CLR-Wire: Towards Continuous Latent Representations for 3D Curve Wireframe Generation
SIGGRAPH 2025
Paper Code
DTGBrepGen: A Novel B-rep Generative Model through Decoupling Topology and Geometry
DTGBrepGen: A Novel B-rep Generative Model through Decoupling Topology and Geometry
CVPR 2025
Paper Code Project
CADCrafter: Generating Computer-Aided Design Models from Unconstrained Images
CADCrafter: Generating Computer-Aided Design Models from Unconstrained Images
CVPR 2025
Paper
CADDreamer: CAD object Generation from Single-view Images
CADDreamer: CAD object Generation from Single-view Images
CVPR 2025
Paper Project
CAD-GPT: Synthesising CAD Construction Sequence with Spatial Reasoning-Enhanced Multimodal LLMs
CAD-GPT: Synthesising CAD Construction Sequence with Spatial Reasoning-Enhanced Multimodal LLMs
arXiv 2025
Paper Project
Text-to-CAD Generation Through Infusing Visual Feedback in Large Language Models
Text-to-CAD Generation Through Infusing Visual Feedback in Large Language Models
arXiv 2025
Paper
Revisiting CAD Model Generation by Learning Raster Sketch
Revisiting CAD Model Generation by Learning Raster Sketch
AAAI 2025
Paper Dataset
FlexCAD: Unified and Versatile Controllable CAD Generation with Fine-tuned Large Language Models
FlexCAD: Unified and Versatile Controllable CAD Generation with Fine-tuned Large Language Models
ICLR 2025
Paper Code
Generating CAD Code with Vision-Language Models for 3D Designs
Generating CAD Code with Vision-Language Models for 3D Designs
ICLR 2025
Paper Code
Don’t Mesh with Me: Generating Constructive Solid Geometry Instead of Meshes by Fine-Tuning a Code-Generation LLM
Don’t Mesh with Me: Generating Constructive Solid Geometry Instead of Meshes by Fine-Tuning a Code-Generation LLM
arXiv 2024
Paper
CAD-MLLM: Unifying Multimodality-Conditioned CAD Generation With MLLM
CAD-MLLM: Unifying Multimodality-Conditioned CAD Generation With MLLM
arXiv 2024
Paper Project
Text2CAD: Text to 3D CAD Generation via Technical Drawings
Text2CAD: Text to 3D CAD Generation via Technical Drawings
NeurIPS 2024
Paper Code Project
CadVLM: Bridging Language and Vision in the Generation of Parametric CAD Sketches
CadVLM: Bridging Language and Vision in the Generation of Parametric CAD Sketches
ECCV 2024
Paper
BrepGen: A B-rep Generative Diffusion Model with Structured Latent Geometry
BrepGen: A B-rep Generative Diffusion Model with Structured Latent Geometry
SIGGRAPH 2024
Paper Code
Learn to Create Simple LEGO Micro Buildings
Learn to Create Simple LEGO Micro Buildings
SIGGRAPH Asia 2024
Paper Code
Generating 3D House Wireframes with Semantics
Generating 3D House Wireframes with Semantics
ECCV 2024
Paper Project
SolidGen: An Autoregressive Model for Direct B-rep Synthesis
SolidGen: An Autoregressive Model for Direct B-rep Synthesis
ICLR 2024
Paper
Brep2Seq: A Dataset and Hierarchical Deep Learning Network for Reconstruction and Generation of Computer-Aided Design Models
Brep2Seq: A Dataset and Hierarchical Deep Learning Network for Reconstruction and Generation of Computer-Aided Design Models
JCDE 2024
Paper Code
VQ-CAD: Computer-Aided Design model generation with vector quantized diffusion
VQ-CAD: Computer-Aided Design model generation with vector quantized diffusion
CAGD 2024
Paper
PartNeRF: Generating Part-Aware Editable 3D Shapes without 3D Supervision
PartNeRF: Generating Part-Aware Editable 3D Shapes without 3D Supervision
CVPR 2023
Paper Code Project
Hierarchical Neural Coding for Controllable CAD Model Generation
Hierarchical Neural Coding for Controllable CAD Model Generation
ICML 2023
Paper Code Project
SkexGen: Autoregressive Generation of CAD Construction Sequences with Disentangled Codebooks
SkexGen: Autoregressive Generation of CAD Construction Sequences with Disentangled Codebooks
ICML 2022
Paper Code Project
Free2CAD: Parsing Freehand Drawings into CAD Commands
Free2CAD: Parsing Freehand Drawings into CAD Commands
SIGGRAPH 2022
Code Project
DeepCAD: A Deep Generative Network for Computer-Aided Design Models
DeepCAD: A Deep Generative Network for Computer-Aided Design Models
ICCV 2021
Paper Code Project
Roof-GAN: Learning to Generate Roof Geometry and Relations for Residential Houses
Roof-GAN: Learning to Generate Roof Geometry and Relations for Residential Houses
CVPR 2021
Paper Code
Computer-aided design as language
Computer-aided design as language
NeurIPS 2021
Paper
SDM-NET: Deep Generative Network for Structured Deformable Mesh
SDM-NET: Deep Generative Network for Structured Deformable Mesh
TOG 2019
Paper Code
StructureNet: Hierarchical Graph Networks for 3D Shape Generation
StructureNet: Hierarchical Graph Networks for 3D Shape Generation
Siggraph Asia 2019
Paper Code Project
AtlasNet: A Papier-Mâché Approach to Learning 3D Surface Generation
AtlasNet: A Papier-Mâché Approach to Learning 3D Surface Generation
CVPR 2018
Paper Code Project

Voxel

3D molecule generation by denoising voxel grids
3D molecule generation by denoising voxel grids
NeurIPS 2023
Paper
AutoSDF: Shape Priors for 3D Completion, Reconstruction and Generation
AutoSDF: Shape Priors for 3D Completion, Reconstruction and Generation
CVPR 2022
Paper Code Project
Octree Transformer: Autoregressive 3D Shape Generation on Hierarchically Structured Sequences
Octree Transformer: Autoregressive 3D Shape Generation on Hierarchically Structured Sequences
arXiv 2021
Paper
Generative VoxelNet: Learning Energy-Based Models for 3D Shape Synthesis and Analysis
Generative VoxelNet: Learning Energy-Based Models for 3D Shape Synthesis and Analysis
TPAMI 2020
Paper Code Project
Learning Part Generation and Assembly for Structure-Aware Shape Synthesis
Learning Part Generation and Assembly for Structure-Aware Shape Synthesis
AAAI 2020
Paper
PQ-NET: A Generative Part Seq2Seq Network for 3D Shapes
PQ-NET: A Generative Part Seq2Seq Network for 3D Shapes
CVPR 2020
Paper Code
Generalized Autoencoder for Volumetric Shape Generation
Generalized Autoencoder for Volumetric Shape Generation
CVPRW 2020
Paper Code
SAGNet: Structure-aware Generative Network for 3D-Shape Modeling
SAGNet: Structure-aware Generative Network for 3D-Shape Modeling
SIGGRAPH 2019
Paper Code Project
Generative and Discriminative Voxel Modeling with Convolutional Neural Networks
Generative and Discriminative Voxel Modeling with Convolutional Neural Networks
arXiv 2016
Paper Code
Learning a Probabilistic Latent Space of Object Shapes via 3D Generative-Adversarial Modeling
Learning a Probabilistic Latent Space of Object Shapes via 3D Generative-Adversarial Modeling
NeurIPS 2016
Paper Code Project

Part-based 3D

BANG: Dividing 3D Assets via Generative Exploded Dynamics
BANG: Dividing 3D Assets via Generative Exploded Dynamics
arXiv 2025
Paper
Assembler: Scalable 3D Part Assembly via Anchor Point Diffusion
Assembler: Scalable 3D Part Assembly via Anchor Point Diffusion
arXiv 2025
Paper
Efficient Part-level 3D Object Generation via Dual Volume Packing
Efficient Part-level 3D Object Generation via Dual Volume Packing
arXiv 2025
Paper
MeshArt: Generating Articulated Meshes with Structure-guided Transformers
MeshArt: Generating Articulated Meshes with Structure-guided Transformers
CVPR 2025
Paper Code
PrimitiveAnything: Human-Crafted 3D Primitive Assembly Generation with Auto-Regressive Transformer
PrimitiveAnything: Human-Crafted 3D Primitive Assembly Generation with Auto-Regressive Transformer
SIGGRAPH 2025
Paper Code
OmniPart: Part-Aware 3D Generation with Semantic Decoupling and Structural Cohesion
OmniPart: Part-Aware 3D Generation with Semantic Decoupling and Structural Cohesion
arXiv 2025
Paper
PartCrafter: Structured 3D Mesh Generation via Compositional Latent Diffusion Transformers
PartCrafter: Structured 3D Mesh Generation via Compositional Latent Diffusion Transformers
arXiv 2025
Paper
HoloPart: Generative 3D Part Amodal Segmentation
HoloPart: Generative 3D Part Amodal Segmentation
arXiv 2025
Paper Code
SPAFormer: Sequential 3D Part Assembly with Transformers
SPAFormer: Sequential 3D Part Assembly with Transformers
3DV 2025
Paper Code
PASTA: Controllable Part-Aware Shape Generation with Autoregressive Transformers
PASTA: Controllable Part-Aware Shape Generation with Autoregressive Transformers
arXiv 2024
Paper
PartGen: Part-level 3D Generation and Reconstruction with Multi-View Diffusion Models
PartGen: Part-level 3D Generation and Reconstruction with Multi-View Diffusion Models
arXiv 2024
Paper Project
Part123: Part-aware 3D Reconstruction from a Single-view Image
Part123: Part-aware 3D Reconstruction from a Single-view Image
SIGGRAPH 2024
Paper Project
DAE-Net: Deforming Auto-Encoder for fine-grained shape co-segmentation
DAE-Net: Deforming Auto-Encoder for fine-grained shape co-segmentation
SIGGRAPH 2024
Paper Code
StructureNet: Hierarchical Graph Networks for 3D Shape Generation
StructureNet: Hierarchical Graph Networks for 3D Shape Generation
SIGGRAPH Asia 2019
Paper Code
PartNet: A Large-scale Benchmark for Fine-grained and Hierarchical Part-level 3D Object Understanding
PartNet: A Large-scale Benchmark for Fine-grained and Hierarchical Part-level 3D Object Understanding
CVPR 2019
Paper Dataset
Generative 3D Part Assembly via Dynamic Graph Learning
Generative 3D Part Assembly via Dynamic Graph Learning
NeurIPS 2020
Paper Code
ComplementMe: Weakly-Supervised Component Suggestions for 3D Modeling
ComplementMe: Weakly-Supervised Component Suggestions for 3D Modeling
SIGGRAPH Asia 2022
Paper
BSP-Net: Generating Compact Meshes via Binary Space Partitioning
BSP-Net: Generating Compact Meshes via Binary Space Partitioning
CVPR 2020
Paper Code
GRASS: Generative Recursive Autoencoders for Shape Structures
GRASS: Generative Recursive Autoencoders for Shape Structures
SIGGRAPH 2017
Paper
Learning Part Generation and Assembly for Structure-Aware Shape Synthesis
Learning Part Generation and Assembly for Structure-Aware Shape Synthesis
AAAI 2020
Paper
Learning 3D Part Assembly from a Single Image
Learning 3D Part Assembly from a Single Image
ECCV 2020
Paper
CompoNet: Learning to Generate the Unseen by Part Synthesis and Composition
CompoNet: Learning to Generate the Unseen by Part Synthesis and Composition
ICCV 2019
Paper
ShapeAssembly: Learning to Generate Programs for 3D Shape Structure Synthesis
ShapeAssembly: Learning to Generate Programs for 3D Shape Structure Synthesis
SIGGRAPH Asia 2020
Paper Code
Part-based 3D Object Reconstruction from a Single RGB Image
Part-based 3D Object Reconstruction from a Single RGB Image
arXiv 2021
Paper
PartSLIP: Low-shot Part Segmentation for 3D Point Clouds via Pretrained Image-Language Models
PartSLIP: Low-shot Part Segmentation for 3D Point Clouds via Pretrained Image-Language Models
CVPR 2023
Paper Code
Unsupervised Learning of Shape Programs with Repeatable Implicit Parts
Unsupervised Learning of Shape Programs with Repeatable Implicit Parts
NeurIPS 2022
Paper Project
SPAGHETTI: Editing Implicit Shapes Through Part Aware Generation
SPAGHETTI: Editing Implicit Shapes Through Part Aware Generation
ACM TOG 2022
Paper Code Project
BAE-NET: Branched Autoencoder for Shape Co-Segmentation
BAE-NET: Branched Autoencoder for Shape Co-Segmentation
ICCV 2019
Paper Code

Others (Not yet classified)

Generative Human Geometry Distribution
Generative Human Geometry Distribution
Arxiv 2025
Paper
Geometry Distributions
Geometry Distributions
ICCV 2025
Paper
Functional Diffusion
Functional Diffusion
CVPR 2024
Paper Code Project
3DTopia-XL: Scaling High-quality 3D Asset Generation via Primitive Diffusion
3DTopia-XL: Scaling High-quality 3D Asset Generation via Primitive Diffusion
Arxiv 2024
Paper
Geometry Image Diffusion: Fast and Data-Efficient Text-to-3D with Image-Based Surface Representation
Geometry Image Diffusion: Fast and Data-Efficient Text-to-3D with Image-Based Surface Representation
Arxiv 2024
Paper
An Object is Worth 64×64 Pixels: Generating 3D Object via Image Diffusion
An Object is Worth 64×64 Pixels: Generating 3D Object via Image Diffusion
Arxiv 2024
Paper
X-Ray: A Sequential 3D Representation for Generation
X-Ray: A Sequential 3D Representation for Generation
Arxiv 2024
Paper
MeshCNN: A Network with an Edge
MeshCNN: A Network with an Edge
SIGGRAPH 2019
Paper Code
Neural Marching Cubes
Neural Marching Cubes
SIGGRAPH Asia 2021
Paper Code
As-Plausible-As-Possible: Plausibility-Aware Mesh Deformation Using 2D Diffusion Priors
As-Plausible-As-Possible: Plausibility-Aware Mesh Deformation Using 2D Diffusion Priors
CVPR 2024
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GET3D: A Generative Model of High Quality 3D Textured Shapes Learned from Images
GET3D: A Generative Model of High Quality 3D Textured Shapes Learned from Images
NeurIPS 2022
Paper Code
Single Mesh Diffusion Models with Field Latents for Texture Generation
Single Mesh Diffusion Models with Field Latents for Texture Generation
arXiv 2023
Paper