Three-dimensional Deep Shape Optimization with a Limited Dataset
Fuente:
arXiv
Saved in:
| Main Authors: | Kwon, Yongmin, Kang, Namwoo |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Deep Generative Design for Mass Production
by: Kim, Jihoon, et al.
Published: (2024)
by: Kim, Jihoon, et al.
Published: (2024)
Bayesian Mesh Optimization for Graph Neural Networks to Enhance Engineering Performance Prediction
by: Park, Jangseop, et al.
Published: (2024)
by: Park, Jangseop, et al.
Published: (2024)
DeepWheel: Generating a 3D Synthetic Wheel Dataset for Design and Performance Evaluation
by: Yoo, Soyoung, et al.
Published: (2025)
by: Yoo, Soyoung, et al.
Published: (2025)
Challenges in Deep Learning-Based Small Organ Segmentation: A Benchmarking Perspective for Medical Research with Limited Datasets
by: Konrad, Phongsakon Mark, et al.
Published: (2025)
by: Konrad, Phongsakon Mark, et al.
Published: (2025)
PyTopo3D: A Python Framework for 3D SIMP-based Topology Optimization
by: Kim, Jihoon, et al.
Published: (2025)
by: Kim, Jihoon, et al.
Published: (2025)
A Fully Transformer Based Multimodal Framework for Explainable Cancer Image Segmentation Using Radiology Reports
by: Adahada, Enobong, et al.
Published: (2025)
by: Adahada, Enobong, et al.
Published: (2025)
Multimodal Distribution Matching for Vision-Language Dataset Distillation
by: Jeong, Jongoh, et al.
Published: (2026)
by: Jeong, Jongoh, et al.
Published: (2026)
MANGO: A Global Single-Date Paired Dataset for Mangrove Segmentation
by: Heo, Junhyuk, et al.
Published: (2026)
by: Heo, Junhyuk, et al.
Published: (2026)
FashionFlow: Leveraging Diffusion Models for Dynamic Fashion Video Synthesis from Static Imagery
by: Islam, Tasin, et al.
Published: (2023)
by: Islam, Tasin, et al.
Published: (2023)
Point-wise Diffusion Models for Physical Systems with Shape Variations: Application to Spatio-temporal and Large-scale system
by: Kim, Jiyong, et al.
Published: (2025)
by: Kim, Jiyong, et al.
Published: (2025)
Three Things to Know about Deep Metric Learning
by: Patel, Yash, et al.
Published: (2024)
by: Patel, Yash, et al.
Published: (2024)
Label-Augmented Dataset Distillation
by: Kang, Seoungyoon, et al.
Published: (2024)
by: Kang, Seoungyoon, et al.
Published: (2024)
Noise Injection: Improving Out-of-Distribution Generalization for Limited Size Datasets
by: Mai, Duong, et al.
Published: (2025)
by: Mai, Duong, et al.
Published: (2025)
Semantic Guidance Tuning for Text-To-Image Diffusion Models
by: Kang, Hyun, et al.
Published: (2023)
by: Kang, Hyun, et al.
Published: (2023)
A Comparative Study of Machine Learning and Deep Learning for Out-of-Distribution Detection
by: Baek, Jihyeon, et al.
Published: (2026)
by: Baek, Jihyeon, et al.
Published: (2026)
Modern Deep Learning Approaches for Cricket Shot Classification: A Comprehensive Baseline Study
by: Kang, Sungwoo
Published: (2025)
by: Kang, Sungwoo
Published: (2025)
Deep Medial Voxels: Learned Medial Axis Approximations for Anatomical Shape Modeling
by: Pepe, Antonio, et al.
Published: (2024)
by: Pepe, Antonio, et al.
Published: (2024)
An End-to-End Deep Learning Generative Framework for Refinable Shape Matching and Generation
by: Kalaie, Soodeh, et al.
Published: (2024)
by: Kalaie, Soodeh, et al.
Published: (2024)
A Nasal Cytology Dataset for Object Detection and Deep Learning
by: Camporeale, Mauro, et al.
Published: (2024)
by: Camporeale, Mauro, et al.
Published: (2024)
Doctoral Thesis: Geometric Deep Learning For Camera Pose Prediction, Registration, Depth Estimation, and 3D Reconstruction
by: Kang, Xueyang
Published: (2025)
by: Kang, Xueyang
Published: (2025)
Quantifying Nematodes through Images: Datasets, Models, and Baselines of Deep Learning
by: Yuan, Zhipeng, et al.
Published: (2024)
by: Yuan, Zhipeng, et al.
Published: (2024)
JRDB-Pose3D: A Multi-person 3D Human Pose and Shape Estimation Dataset for Robotics
by: Biswas, Sandika, et al.
Published: (2026)
by: Biswas, Sandika, et al.
Published: (2026)
Nepali Sign Language Characters Recognition: Dataset Development and Deep Learning Approaches
by: Poudel, Birat, et al.
Published: (2025)
by: Poudel, Birat, et al.
Published: (2025)
LPUWF-LDM: Enhanced Latent Diffusion Model for Precise Late-phase UWF-FA Generation on Limited Dataset
by: Fang, Zhaojie, et al.
Published: (2024)
by: Fang, Zhaojie, et al.
Published: (2024)
DL3DV-10K: A Large-Scale Scene Dataset for Deep Learning-based 3D Vision
by: Ling, Lu, et al.
Published: (2023)
by: Ling, Lu, et al.
Published: (2023)
DivaTrack: Diverse Bodies and Motions from Acceleration-Enhanced Three-Point Trackers
by: Yang, Dongseok, et al.
Published: (2024)
by: Yang, Dongseok, et al.
Published: (2024)
Deep Learning Models for Coral Bleaching Classification in Multi-Condition Underwater Image Datasets
by: Macrohon, Julio Jerison E., et al.
Published: (2025)
by: Macrohon, Julio Jerison E., et al.
Published: (2025)
FourCastNeXt: Optimizing FourCastNet Training for Limited Compute
by: Guo, Edison, et al.
Published: (2024)
by: Guo, Edison, et al.
Published: (2024)
PartSDF: Part-Based Implicit Neural Representation for Composite 3D Shape Parametrization and Optimization
by: Talabot, Nicolas, et al.
Published: (2025)
by: Talabot, Nicolas, et al.
Published: (2025)
Open Set Recognition for Endoscopic Image Classification: A Deep Learning Approach on the Kvasir Dataset
by: Moazzami, Kasra, et al.
Published: (2025)
by: Moazzami, Kasra, et al.
Published: (2025)
Deep Learning in Dental Image Analysis: A Systematic Review of Datasets, Methodologies, and Emerging Challenges
by: Zhou, Zhenhuan, et al.
Published: (2025)
by: Zhou, Zhenhuan, et al.
Published: (2025)
Synthetic Art Generation and DeepFake Detection A Study on Jamini Roy Inspired Dataset
by: Agrawal, Kushal, et al.
Published: (2025)
by: Agrawal, Kushal, et al.
Published: (2025)
Video Understanding by Design: How Datasets Shape Architectures and Insights
by: Wang, Lei, et al.
Published: (2025)
by: Wang, Lei, et al.
Published: (2025)
A Physics-Constrained, Design-Driven Methodology for Defect Dataset Generation in Optical Lithography
by: Hu, Yuehua, et al.
Published: (2025)
by: Hu, Yuehua, et al.
Published: (2025)
TACK Tunnel Data (TTD): A Benchmark Dataset for Deep Learning-Based Defect Detection in Tunnels
by: Sjölander, Andreas, et al.
Published: (2025)
by: Sjölander, Andreas, et al.
Published: (2025)
Deep Learning-Based Direct Leaf Area Estimation using Two RGBD Datasets for Model Development
by: Jayasuriya, Namal, et al.
Published: (2025)
by: Jayasuriya, Namal, et al.
Published: (2025)
Evaluating Facial Expression Recognition Datasets for Deep Learning: A Benchmark Study with Novel Similarity Metrics
by: Gaya-Morey, F. Xavier, et al.
Published: (2025)
by: Gaya-Morey, F. Xavier, et al.
Published: (2025)
VolDoGer: LLM-assisted Datasets for Domain Generalization in Vision-Language Tasks
by: Choi, Juhwan, et al.
Published: (2024)
by: Choi, Juhwan, et al.
Published: (2024)
FactorizedHMR: A Hybrid Framework for Video Human Mesh Recovery
by: Kwon, Patrick, et al.
Published: (2026)
by: Kwon, Patrick, et al.
Published: (2026)
SOFA: Deep Learning Framework for Simulating and Optimizing Atrial Fibrillation Ablation
by: Chung, Yunsung, et al.
Published: (2025)
by: Chung, Yunsung, et al.
Published: (2025)
Similar Items
-
Deep Generative Design for Mass Production
by: Kim, Jihoon, et al.
Published: (2024) -
Bayesian Mesh Optimization for Graph Neural Networks to Enhance Engineering Performance Prediction
by: Park, Jangseop, et al.
Published: (2024) -
DeepWheel: Generating a 3D Synthetic Wheel Dataset for Design and Performance Evaluation
by: Yoo, Soyoung, et al.
Published: (2025) -
Challenges in Deep Learning-Based Small Organ Segmentation: A Benchmarking Perspective for Medical Research with Limited Datasets
by: Konrad, Phongsakon Mark, et al.
Published: (2025) -
PyTopo3D: A Python Framework for 3D SIMP-based Topology Optimization
by: Kim, Jihoon, et al.
Published: (2025)