Cover Image

GenCAD: Image-Conditioned Computer-Aided Design Generation with Transformer-Based Contrastive Representation and Diffusion Priors

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Alam, Md Ferdous, Ahmed, Faez
Format:	Preprint
Published:	2024
Subjects:	Computer Vision and Pattern Recognition Graphics Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

GenCAD-3D: CAD Program Generation using Multimodal Latent Space Alignment and Synthetic Dataset Balancing
by: Yu, Nomi, et al.
Published: (2025)

GenCAD-Self-Repairing: Feasibility Enhancement for 3D CAD Generation
by: Tsuji, Chikaha, et al.
Published: (2025)

CAD-Coder: An Open-Source Vision-Language Model for Computer-Aided Design Code Generation
by: Doris, Anna C., et al.
Published: (2025)

CADFS: A Big CAD Program Dataset and Framework for Computer-Aided Design with Large Language Models
by: Pyatov, Vladislav, et al.
Published: (2026)

CAD-Coder:Text-Guided CAD Files Code Generation
by: He, Changqi, et al.
Published: (2025)

Bringing Attention to CAD: Boundary Representation Learning via Transformer
by: Zou, Qiang, et al.
Published: (2025)

A Solver-Aided Hierarchical Language for LLM-Driven CAD Design
by: Jones, Benjamin T., et al.
Published: (2025)

VideoCAD: A Dataset and Model for Learning Long-Horizon 3D CAD UI Interactions from Video
by: Man, Brandon, et al.
Published: (2025)

Img2CAD: Reverse Engineering 3D CAD Models from Images through VLM-Assisted Conditional Factorization
by: You, Yang, et al.
Published: (2024)

Revisiting CAD Model Generation by Learning Raster Sketch
by: Li, Pu, et al.
Published: (2025)

Style Customization of Text-to-Vector Generation with Image Diffusion Priors
by: Zhang, Peiying, et al.
Published: (2025)

Conditional Balance: Improving Multi-Conditioning Trade-Offs in Image Generation
by: Cohen, Nadav Z., et al.
Published: (2024)

CookingDiffusion: Cooking Procedural Image Generation with Stable Diffusion
by: Wang, Yuan, et al.
Published: (2025)

ElastoGen: 4D Generative Elastodynamics
by: Feng, Yutao, et al.
Published: (2024)

GeoFusion-CAD: Structure-Aware Diffusion with Geometric State Space for Parametric 3D Design
by: Zhou, Xiaolei, et al.
Published: (2026)

Complex-Valued 2D Gaussian Representation for Computer-Generated Holography
by: Zhan, Yicheng, et al.
Published: (2025)

SVGFusion: A VAE-Diffusion Transformer for Vector Graphic Generation
by: Xing, Ximing, et al.
Published: (2024)

Denoising Diffusion via Image-Based Rendering
by: Anciukevičius, Titas, et al.
Published: (2024)

ContrastCAD: Contrastive Learning-based Representation Learning for Computer-Aided Design Models
by: Jung, Minseop, et al.
Published: (2024)

Distilling Diffusion Models into Conditional GANs
by: Kang, Minguk, et al.
Published: (2024)

Hallo3: Highly Dynamic and Realistic Portrait Image Animation with Video Diffusion Transformer
by: Cui, Jiahao, et al.
Published: (2024)

CAD2Render: A Modular Toolkit for GPU-accelerated Photorealistic Synthetic Data Generation for the Manufacturing Industry
by: Moonen, Steven, et al.
Published: (2022)

MG-Gen: Single Image to Motion Graphics Generation
by: Shirakawa, Takahiro, et al.
Published: (2025)

Text2CAD: Generating Sequential CAD Models from Beginner-to-Expert Level Text Prompts
by: Khan, Mohammad Sadil, et al.
Published: (2024)

STEP-Parts: Geometric Partitioning of Boundary Representations for Large-Scale CAD Processing
by: Fan, Shen, et al.
Published: (2026)

Preserve Your Own Correlation: A Noise Prior for Video Diffusion Models
by: Ge, Songwei, et al.
Published: (2023)

Scheduling the Off-Diagonal Weingarten Loss of Neural SDFs for CAD Models
by: Yin, Haotian, et al.
Published: (2025)

GenLit: Reformulating Single-Image Relighting as Video Generation
by: Bharadwaj, Shrisha, et al.
Published: (2024)

LatentHDR: Decoupling Exposure from Diffusion via Conditional Latent-to-Latent Mapping for Text/Image-to-Panoramic HDR
by: Fekri, Pedram, et al.
Published: (2026)

IKMo: Image-Keyframed Motion Generation with Trajectory-Pose Conditioned Motion Diffusion Model
by: Zhao, Yang, et al.
Published: (2025)

Geometry Image Diffusion: Fast and Data-Efficient Text-to-3D with Image-Based Surface Representation
by: Elizarov, Slava, et al.
Published: (2024)

StrucADT: Generating Structure-controlled 3D Point Clouds with Adjacency Diffusion Transformer
by: Shu, Zhenyu, et al.
Published: (2025)

Tight Inversion: Image-Conditioned Inversion for Real Image Editing
by: Kadosh, Edo, et al.
Published: (2025)

GenUDC: High Quality 3D Mesh Generation with Unsigned Dual Contouring Representation
by: Wang, Ruowei, et al.
Published: (2024)

GenVDM: Generating Vector Displacement Maps From a Single Image
by: Yang, Yuezhi, et al.
Published: (2025)

Shape Conditioned Human Motion Generation with Diffusion Model
by: Xue, Kebing, et al.
Published: (2024)

SViM3D: Stable Video Material Diffusion for Single Image 3D Generation
by: Engelhardt, Andreas, et al.
Published: (2025)

An Object is Worth 64x64 Pixels: Generating 3D Object via Image Diffusion
by: Yan, Xingguang, et al.
Published: (2024)

Diverse Text-to-Image Generation via Contrastive Noise Optimization
by: Kim, Byungjun, et al.
Published: (2025)

From Single Images to Motion Policies via Video-Generation Environment Representations
by: Zhi, Weiming, et al.
Published: (2025)