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05/28/2023
EvIcon: Designing High-Usability Icon with Human-in-the-loop Exploration and IconCLIP
Interface icons are prevalent in various digital applications. Due to li...
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08/18/2022
DualMotion: Global-to-Local Casual Motion Design for Character Animations
Animating 3D characters using motion capture data requires basic experti...
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06/13/2022
Efficient Human-in-the-loop System for Guiding DNNs Attention
Attention guidance is an approach to addressing dataset bias in deep lea...
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03/29/2022
AutoPoly: Predicting a Polygonal Mesh Construction Sequence from a Silhouette Image
Polygonal modeling is a core task of content creation in Computer Graphi...
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09/10/2021
Per Garment Capture and Synthesis for Real-time Virtual Try-on
Virtual try-on is a promising application of computer graphics and human...
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07/27/2021
Guided Optimization for Image Processing Pipelines
Writing high-performance image processing code is challenging and labor-...
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05/27/2021
A Survey on Interactive Reinforcement Learning: Design Principles and Open Challenges
Interactive reinforcement learning (RL) has been successfully used in va...
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05/27/2021
MarioMix: Creating Aligned Playstyles for Bots with Interactive Reinforcement Learning
In this paper, we propose a generic framework that enables game develope...
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05/27/2021
Interactive Explanations: Diagnosis and Repair of Reinforcement Learning Based Agent Behaviors
Reinforcement learning techniques successfully generate convincing agent...
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04/09/2021
Brain Surface Reconstruction from MRI Images Based on Segmentation Networks Applying Signed Distance Maps
Whole-brain surface extraction is an essential topic in medical imaging ...
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03/08/2021
Exploring a Makeup Support System for Transgender Passing based on Automatic Gender Recognition
How to handle gender with machine learning is a controversial topic. A g...
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12/14/2020
Continuous Curve Textures
Repetitive patterns are ubiquitous in natural and human-made objects, an...
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10/07/2020
Generative Melody Composition with Human-in-the-Loop Bayesian Optimization
Deep generative models allow even novice composers to generate various m...
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09/05/2020
A curvature and density-based generative representation of shapes
This paper introduces a generative model for 3D surfaces based on a repr...
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06/29/2020
Surface-based 3D Deep Learning Framework for Segmentation of Intracranial Aneurysms from TOF-MRA Images
Segmentation of intracranial aneurysms is an important task in medical d...
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03/02/2020
IntrA: 3D Intracranial Aneurysm Dataset for Deep Learning
Medicine is an important application area for deep learning models. Rese...
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02/20/2020
Computational Design with Crowds
Computational design is aimed at supporting or automating design process...
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06/24/2019
Interactive Subspace Exploration on Generative Image Modelling
Generative image modeling techniques such as GAN demonstrate highly conv...
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05/02/2019
