Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T11:36:22.888749Z
Paper Citation Record · LEDGER
As of 15 August 2026, this Paper Citation Record lists 100 of 101 outbound references and 0 inbound Pith citation observations for arXiv:2412.15200.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T11:36:22.888749Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
100 of 101 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 9e763cf1-f1d9-495c-b772-87cf825851ff · outbound
DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation PolyDiff: Generating 3D Polygonal Meshes with Diffusion Models
Reference 1
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Observation f0f1d431-0761-409d-a8f0-4f7bfb0a9665 · outbound
DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation SceneScript: Reconstructing Scenes With An Autoregressive Structured Language Model
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Observation 7f2222cd-ea53-4b3b-a767-96e5a833cee7 · outbound
DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation Guided procedural modeling
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Observation 3beca585-d066-44dd-86ed-e07099d01806 · outbound
DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation Video generation models as world simulators
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Observation 2c398c09-5f35-4730-802c-009b27fcf962 · outbound
DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation Optimally directed shape gen- eration by shape annealing
Reference 5
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Unavailable: canonical work link unavailable.
Observation d16c94d5-0a02-4cba-9966-a8ff2bb86a2d · outbound
DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation Efficient geometry-aware 3d generative adversarial networks
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Observation 53db8913-b5a1-405b-a639-e22cd4ffa22b · outbound
DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation ShapeNet: An Information-Rich 3D Model Repository
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Observation 7a3e94cf-7d36-43d9-bda2-21bea04b5ea0 · outbound
DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation PixArt-$\alpha$: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis
Reference 8
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Observation 455a9ed0-723c-47f8-896e-301049cc3ba5 · outbound
DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation Fan- tasia3d: Disentangling geometry and appearance for high- quality text-to-3d content creation
Reference 9
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Observation dcea2181-be85-400d-b7e4-de2ad84e7a15 · outbound
DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation Sdfusion: Multimodal 3d shape completion, reconstruction, and generation
Reference 10
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Observation a4508ef8-6efa-4e06-bb74-ba896c47051c · outbound
DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation 3d-r2n2: A unified approach for single and multi-view 3d object reconstruction
Reference 11
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Observation b7670216-425d-4290-9691-bed3947a55f4 · outbound
DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation Blender - a 3D modelling and rendering package
Reference 12
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Observation 2d628720-3be8-4d21-b11b-17d3ac472294 · outbound
DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation TexPro: Text-guided PBR Texturing with Procedural Material Modeling
Reference 13
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Observation 4693b9c1-ef90-481a-9b0c-5a29a3417ddd · outbound
DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation Objaverse: A universe of annotated 3d objects
Reference 14
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Observation ee1673f6-f4f3-42a7-a46b-5bc6af4788a4 · outbound
DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation Inversecsg: Automatic conversion of 3d models to csg trees
Reference 15
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Observation 8aaced80-249d-42e4-b4da-7a258cde74df · outbound
DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation Com- puter rendering of stochastic models
Reference 16
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Observation 62964bff-5194-4c2e-9895-3fcee339ed6a · outbound
DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation A review of digital terrain modeling
Reference 17
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Observation f40ca108-7b01-4a22-ac11-2f4dcd54685e · outbound
DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation Diffcad: Weakly-supervised probabilistic cad model retrieval and alignment from an rgb image
Reference 18
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Observation a74208e1-f540-4b8b-9d40-28f83b21d197 · outbound
DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation Single-view 3D reconstruction via inverse procedural modeling
Reference 19
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Observation 413b7a5b-458d-406c-aa91-36fab8f7d7d8 · outbound
DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation Reversible jump markov chain monte carlo computation and bayesian model determination
Reference 20
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Observation 68403a00-67af-48ab-9553-8153afeccf2f · outbound
DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation Inverse procedural modeling of branching structures by in- ferring l-systems
Reference 21
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Observation 282630a4-dfff-4a0e-b716-a495cb250352 · outbound
DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation A bayesian inference framework for procedural material pa- rameter estimation
Reference 22
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Observation 590279e0-59e7-4d4a-b976-fe4784c8e7ae · outbound
DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation 3DGen: Triplane Latent Diffusion for Textured Mesh Generation
Reference 23
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Observation de3276ef-7c06-4977-8323-2951747357d9 · outbound
DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation Monte carlo sampling methods using markov chains and their applications
Reference 24
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Observation 4cde0f28-e391-47da-9d17-d43f99dea814 · outbound
DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation Shapegenetics: Using genetic algorithms for proce- dural modeling
Reference 25
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Observation 0f85777b-bf8d-497c-9855-8f4e6dd52473 · outbound
DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation An inverse procedural modeling pipeline for svbrdf maps
Reference 26
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Observation e594ee34-4fda-4cc7-be1e-b08e0dbf6744 · outbound
DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation Generating procedural materials from text or image prompts
Reference 27
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Observation 241a386e-3037-4676-8dd4-22f76dc0e0b1 · outbound
DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation Scenecraft: An llm agent for synthesizing 3d scenes as blender code
Reference 28
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Observation 5d485012-8298-45bf-afc9-9f80926a4d03 · outbound
DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation Shape synthesis from sketches via procedu- ral models and convolutional networks
Reference 29
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Observation 9d328358-a267-44b0-bc39-5aa3b4a37044 · outbound
DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation BlenderAlchemy: Editing 3D Graphics with Vision-Language Models
Reference 30
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Observation 662b362f-9f3d-494d-85c0-cb9b07599118 · outbound
DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation Shap-E: Generating Conditional 3D Implicit Functions
Reference 31
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Observation 34dd346a-2773-48de-b33a-1ba5b9b17c38 · outbound
DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation Reparamcad: Zero-shot cad program re-parameterization for interactive manipulation
Reference 32
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Observation 9419b07e-b1c7-4109-a9e8-2511601235b1 · outbound
DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation Pico: procedural iterative constrained optimizer for geometric modeling
Reference 33
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Observation d8ee0b7d-b0d3-47b0-ba6c-90155547f6e2 · outbound
DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation Re-Thinking Inverse Graphics With Large Language Models
Reference 34
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Observation f7500467-c44d-4c96-9aef-97484f5a2dd4 · outbound
DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation CraftsMan3D: High-fidelity Mesh Generation with 3D Native Generation and Interactive Geometry Refiner
Reference 35
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Observation a6d3e2ce-41e7-4f5b-8ed1-8884715c2a66 · outbound
DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation Magic3d: High-resolution text-to-3d content creation
Reference 36
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Observation 6929c94e-d112-4557-bc8d-0071401602f4 · outbound
DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation Mathematical models for cellular in- teractions in development i
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Observation 3c014295-5e43-4e1f-a768-f16d8ff42739 · outbound
DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation Interac- tive visual editing of grammars for procedural architecture
Reference 38
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Observation 732690ea-d491-4422-99a7-dccb3066639c · outbound
DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation Zero-1-to- 3: Zero-shot one image to 3d object
Reference 39
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Observation cd4443c2-3d3e-4cf2-a04b-54ae275a6692 · outbound
DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation Syncdreamer: Gen- erating multiview-consistent images from a single-view im- age
Reference 40
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Observation 78d475ef-5c7c-4407-a105-7d5e0be09bf5 · outbound
DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation MeshDiffusion: Score-based Generative 3D Mesh Modeling
Reference 41
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Observation 947ae828-40fd-4da8-a828-be287220c921 · outbound
DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation Wonder3d: Sin- gle image to 3d using cross-domain diffusion
Reference 42
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Observation 69949a3e-8d69-4cae-9a40-bec3bb038cb4 · outbound
DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation Controllable mesh generation through sparse latent point diffusion models
Reference 43
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Observation c8d86bc9-6db4-4f9c-a098-ce7f487a4dd4 · outbound
DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation Visual mod- els of plants interacting with their environment
Reference 44
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DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation Equa- tion of state calculations by fast computing machines
Reference 45
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Observation 7b6f2e07-af81-4396-9721-ce86f5de9a71 · outbound
DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation Latent-nerf for shape-guided generation of 3d shapes and textures
Reference 46
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DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation Procedural modeling of buildings
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Observation 388c8a04-423f-41ea-af05-a4e5d3892a6c · outbound
DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation Point-E: A System for Generating 3D Point Clouds from Complex Prompts
Reference 48
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DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation Interactive sketching of urban procedural models
Reference 49
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DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation DINOv2: Learning Robust Visual Features without Supervision
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Observation 52caffc9-92d0-48b5-9199-68cd8edb2637 · outbound
DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation Procedural modeling of cities
Reference 51
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DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation GeoCode: Interpretable Shape Programs
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DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation Scalable diffusion models with transformers
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DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation Dreamfusion: Text-to-3d using 2d diffusion
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DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation Graphical applications of l- systems
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DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation The algorithmic beauty of plants
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DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation Synthetic topiary
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DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation Richdreamer: A generalizable normal-depth diffusion model for detail richness in text-to- 3d
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Observation a01da22c-fe69-450d-bae7-1c9967c3d434 · outbound
DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation Infinite photorealistic worlds using procedural generation
Reference 59
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DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation In- finigen indoors: Photorealistic indoor scenes using procedu- ral generation
Reference 60
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DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation Xcube: Large-scale 3d generative modeling using sparse voxel hierarchies
Reference 61
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DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation Reconstruction of fac ¸ade structures using a formal grammar and rjmcmc
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DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation Evaluation of structure recognition using labelled facade images
Reference 63
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DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation Controlling procedural modeling programs with stochastically-ordered sequential monte carlo
Reference 64
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DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation Advanced procedural modeling of architecture
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DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation Let 2d diffusion model know 3d-consistency for robust text-to-3d generation
Reference 67
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DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation Csgnet: Neural shape parser for constructive solid geometry
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DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation Deep marching tetrahedra: a hybrid repre- sentation for high-resolution 3d shape synthesis
Reference 69
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Observation f2eaa953-9ad3-4039-9054-5db5567250d5 · outbound
DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation Match: Differentiable material graphs for procedural mate- rial capture
Reference 70
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Observation 81ae94e5-1c52-41d9-a867-5a5220b62508 · outbound
DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation Zero123++: a Single Image to Consistent Multi-view Diffusion Base Model
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DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation Mvdream: Multi-view diffusion for 3d gen- eration
Reference 72
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Observation 816f7778-2a2d-480e-87bb-5f2695683ce1 · outbound
DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation Shapewalk: Composi- tional shape editing through language-guided chains
Reference 73
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Observation 1f5e8ef5-f024-4b45-8b92-02a67191cd65 · outbound
DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation Plants, fractals, and formal languages
Reference 74
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Observation dada9536-b3ac-46e2-9f00-08cbefccc26f · outbound
DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation Inverse procedural modelling of trees
Reference 75
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DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation Pytorchgeonodes: En- abling differentiable shape programs for 3d shape recon- struction
Reference 76
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Observation 8ecc36f6-c148-4cdb-9107-f71d176a46b9 · outbound
DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation Shape grammars and the generative specification of painting and sculpture
Reference 77
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DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation 3D-GPT: Procedural 3D Modeling with Large Language Models
Reference 78
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DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation Metropolis procedural modeling
Reference 79
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Observation 9df5daab-e0da-4fac-b0b3-3ed9ddeb92c4 · outbound
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Reference 80
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Observation 6ddd4c13-4c15-403e-9679-80b6c2bc3a86 · outbound
DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation Inverse design of urban 11 procedural models
Reference 81
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DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation Sv3d: Novel multi-view syn- thesis and 3d generation from a single image using latent video diffusion
Reference 82
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Reference 83
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DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation Instant architecture
Reference 84
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DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation Direct3D: Scalable Image-to-3D Generation via 3D Latent Diffusion Transformer
Reference 85
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Observation 2c9bfa01-1b07-4703-b5c4-68668c004181 · outbound
DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation OctFusion: Octree-based Diffusion Models for 3D Shape Generation
Reference 86
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DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation InstantMesh: Efficient 3D Mesh Generation from a Single Image with Sparse-view Large Reconstruction Models
Reference 87
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Observation 7b9c68ef-3c3c-43ca-9d03-349b3a6528c2 · outbound
DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation L3GO: Language Agents with Chain-of-3D-Thoughts for Generating Unconventional Objects
Reference 88
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Observation 3afe2723-562f-42a6-9bcb-88fc6a347def · outbound
DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation Make it home: automatic optimization of furniture arrangement
Reference 89
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Reference 90
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Observation b0b8e9e6-3e3d-4291-9288-eebbbd7617cf · outbound
DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation Clay: A controllable large-scale generative model for creat- ing high-quality 3d assets
Reference 91
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DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation CityX: Controllable Procedural Content Generation for Unbounded 3D Cities
Reference 92
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Observation d6e56474-510a-4cc4-b5a9-da201b70918c · outbound
DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation Michelangelo: Conditional 3d shape generation based on shape-image-text aligned latent representation
Reference 93
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Observation 6acb441d-df40-483d-85ed-bad2b1b3012c · outbound
DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation SceneX: Procedural Controllable Large-scale Scene Generation
Reference 94
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DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation DeepTree: Modeling Trees with Situated Latents
Reference 95
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DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation AWOL: Analysis WithOut synthesis using Language
Reference 96
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Observation 94fc1b61-4407-4c0f-a72c-0c1448162a8e · outbound
DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation They contain 48, 19, 12, 14, 9, 15 controllable parameters, respectively
Reference 99
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Observation d5283186-e39a-4752-bdbd-9589b3d9c764 · outbound
DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation The gen- eration results for the chair, table, and vase categories are shown in Figure 9
Reference 100
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Observation 3c9d7145-9716-4da1-b5c0-e439eb2d39d3 · outbound
DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation Although the adopted generator from Infinigen can cover a wide range of common variations of the corre- sponding category, it still has obvious boundaries
Reference 101
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Observation 8c341210-e2f9-4e5b-bffa-0a7c8fbb91f7 · outbound
DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation Unresolved cited work
Reference 223
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