Levent Burak Kara

Orcid: 0000-0002-2203-4020

Affiliations:
  • Carnegie Mellon University, Pittsburgh, USA


According to our database1, Levent Burak Kara authored at least 75 papers between 2001 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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In proceedings 
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PhD thesis 
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Online presence:

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Bibliography

2024
A Data Augmentation Method for Data-Driven Component Segmentation of Engineering Drawings.
J. Comput. Inf. Sci. Eng., January, 2024

Curve-based Neural Style Transfer.
CoRR, 2024

2023
Component segmentation of engineering drawings using Graph Convolutional Networks.
Comput. Ind., May, 2023

Automating Style Analysis and Visualization With Explainable AI - Case Studies on Brand Recognition.
CoRR, 2023

Topology Optimization using Neural Networks with Conditioning Field Initialization for Improved Efficiency.
CoRR, 2023

DMF-TONN: Direct Mesh-free Topology Optimization using Neural Networks.
CoRR, 2023

Target specific peptide design using latent space approximate trajectory collector.
CoRR, 2023

2022
Hierarchical Automatic Power Plane Generation with Genetic Optimization and Multilayer Perceptron.
CoRR, 2022

Concurrent build direction, part segmentation, and topology optimization for additive manufacturing using neural networks.
CoRR, 2022

Graph neural network-enabled manufacturing method classification from engineering drawings.
Comput. Ind., 2022

2021
CCFD-Net: A novel deep learning model for credit card fraud detection.
Proceedings of the 22nd IEEE International Conference on Information Reuse and Integration for Data Science, 2021

2020
Stress Field Prediction in Cantilevered Structures Using Convolutional Neural Networks.
J. Comput. Inf. Sci. Eng., 2020

Placement in Integrated Circuits using Cyclic Reinforcement Learning and Simulated Annealing.
CoRR, 2020

StressGAN: A Generative Deep Learning Model for 2D Stress Distribution Prediction.
CoRR, 2020

Attention Routing: track-assignment detailed routing using attention-based reinforcement learning.
CoRR, 2020

TopologyGAN: Topology Optimization Using Generative Adversarial Networks Based on Physical Fields Over the Initial Domain.
CoRR, 2020

Soft tissue deformation tracking by means of an optimized fiducial marker layout with application to cancer tumors.
Int. J. Comput. Assist. Radiol. Surg., 2020

Track-Assignment Detailed Routing Using Attention-based Policy Model With Supervision.
Proceedings of the MLCAD '20: 2020 ACM/IEEE Workshop on Machine Learning for CAD, 2020

2019
High Degree of Freedom Hand Pose Tracking Using Limited Strain Sensing and Optical Training.
J. Comput. Inf. Sci. Eng., 2019

A Deep Reinforcement Learning Approach for Global Routing.
CoRR, 2019

3D Shape Synthesis for Conceptual Design and Optimization Using Variational Autoencoders.
CoRR, 2019

Structural Design Using Laplacian Shells.
Comput. Graph. Forum, 2019

Data-driven Upsampling of Point Clouds.
Comput. Aided Des., 2019

2018
Efficient Load Sampling for Worst-Case Structural Analysis Under Force Location Uncertainty.
CoRR, 2018

Deep Learning for Stress Field Prediction Using Convolutional Neural Networks.
CoRR, 2018

3D Topology Optimization using Convolutional Neural Networks.
CoRR, 2018

Designing coupling behaviors using compliant shape optimization.
Comput. Aided Des., 2018

4DMesh: 4D Printing Morphing Non-Developable Mesh Surfaces.
Proceedings of the 31st Annual ACM Symposium on User Interface Software and Technology, 2018

2017
Lightweight structure design under force location uncertainty.
ACM Trans. Graph., 2017

2016
Providing formative assessment to students solving multipath engineering problems with complex arrangements of interacting parts: an intelligent tutor approach.
Interact. Learn. Environ., 2016

A data-driven investigation and estimation of optimal topologies under variable loading configurations.
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2016

2015
DMS2015-33: Generative interface structure design for supporting existing objects.
J. Vis. Lang. Comput., 2015

Intermodal image-based recognition of planar kinematic mechanisms.
J. Vis. Lang. Comput., 2015

Semantic shape editing using deformation handles.
ACM Trans. Graph., 2015

Generative Interface Structure Design for Supporting Existing Objects.
J. Vis. Lang. Sentient Syst., 2015

Characterizing the performance of an image-based recognizer for planar mechanical linkages in textbook graphics and hand-drawn sketches.
Comput. Graph., 2015

Procedural Modeling Using Autoencoder Networks.
Proceedings of the 28th Annual ACM Symposium on User Interface Software & Technology, 2015

2014
Computer tutors can reduce student errors and promote solution efficiency for complex engineering problems.
J. Vis. Lang. Comput., 2014

Pencil-like sketch rendering of 3D scenes using trajectory planning and dynamic tracking.
J. Vis. Lang. Comput., 2014

Co-constrained handles for deformation in shape collections.
ACM Trans. Graph., 2014

Modeling flow features with user-guided streamline parameterization.
Comput. Aided Des., 2014

Recognizing planar kinematic mechanisms from a single image using evolutionary computation.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014

Computer tutors can address students learning to solve complex engineering problems.
Proceedings of the IEEE Frontiers in Education Conference, 2014

A Data-Driven Investigation and Estimation of Optimal Topologies under Variable Loading Configurations.
Proceedings of the Computational Modeling of Objects Presented in Images. Fundamentals, Methods, and Applications, 2014

Predictive Modeling for 2D Form Design.
Proceedings of the Computational Modeling of Objects Presented in Images. Fundamentals, Methods, and Applications, 2014

2013
Foreword to the special section on expressive graphics.
Comput. Graph., 2013

Pencil-Like Sketch Rendering of 3D Scences using Trajectory Planning and Dynamic Trakcing.
Proceedings of the 19th International Conference on Distributed Multimedia Systems, 2013

2012
Sketch-based aesthetic product form exploration from existing images using piecewise clothoid curves.
J. Vis. Lang. Comput., 2012

Co-abstraction of shape collections.
ACM Trans. Graph., 2012

Free Form Surface Skinning of 3D Curve Clouds for Conceptual Shape Design.
J. Comput. Inf. Sci. Eng., 2012

Sketch-based surface design using malleable curve networks.
Comput. Graph., 2012

Surface creation on unstructured point sets using neural networks.
Comput. Aided Des., 2012

Conceptual design and modification of freeform surfaces using dual shape representations in augmented reality environments.
Comput. Aided Des., 2012

Sketching and pen-based design interaction.
Artif. Intell. Eng. Des. Anal. Manuf., 2012

Sketch-based shape exploration using multiscale free-form surface editing.
Artif. Intell. Eng. Des. Anal. Manuf., 2012

2011
Beautification of Design Sketches Using Trainable Stroke Clustering and Curve Fitting.
IEEE Trans. Vis. Comput. Graph., 2011

Neural network-based symbol recognition using a few labeled samples.
Comput. Graph., 2011

From engineering diagrams to engineering models: Visual recognition and applications.
Comput. Aided Des., 2011

Sketch-Based Modeling of Smooth Surfaces Using AdaptiveCurve Networks.
Proceedings of the 8th ACM SIGGRAPH / Eurographics Symposium on Sketch-Based Interfaces and Modeling, 2011

Sketch-Based Image Editing Using Clothoid Curves.
Proceedings of the 17th International Conference on Distributed Multimedia Systems, 2011

The Creation and Modification of 3D Models Using Sketches and Curves.
Proceedings of the Sketch-based Interfaces and Modeling, 2011

2007
Sketch-Based 3D-Shape Creation for Industrial Styling Design.
IEEE Computer Graphics and Applications, 2007

An efficient graph-based recognizer for hand-drawn symbols.
Comput. Graph., 2007

An evaluation of user experience with a sketch-based 3D modeling system.
Comput. Graph., 2007

2006
Pen-based styling design of 3D geometry using concept sketches and template models.
Proceedings of the ACM Symposium on Solid and Physical Modeling 2006, 2006

An Efficient Graph-Based Symbol Recognizer.
Proceedings of the 3rd Eurographics Workshop on Sketch-Based Interfaces and Modeling, 2006

Construction and Modification of 3D Geometry Using a Sketch-based Interface.
Proceedings of the 3rd Eurographics Workshop on Sketch-Based Interfaces and Modeling, 2006

2005
An image-based, trainable symbol recognizer for hand-drawn sketches.
Comput. Graph., 2005

Combining geometry and domain knowledge to interpret hand-drawn diagrams.
Comput. Graph., 2005

2004
Hierarchical parsing and recognition of hand-sketched diagrams.
Proceedings of the 17th Annual ACM Symposium on User Interface Software and Technology, 2004

Sim-U-Sketch: a sketch-based interface for SimuLink.
Proceedings of the working conference on Advanced visual interfaces, 2004

An Image-Based Trainable Symbol Recognizer for Sketch-Based Interfaces.
Proceedings of the Making Pen-Based Interaction Intelligent and Natural, 2004

Combining Geometry and Domain Knowledge to Interpret Hand-Drawn Diagrams.
Proceedings of the Making Pen-Based Interaction Intelligent and Natural, 2004

2002
Causal reasoning using geometric analysis.
Artif. Intell. Eng. Des. Anal. Manuf., 2002

2001
A representation for comparing simulations and computing the purpose of geometric features.
Artif. Intell. Eng. Des. Anal. Manuf., 2001


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