Kilho Son
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View article: Abstract 2682 Lipid Changes in Niemann-Pick Type C Beyond Cholesterol
Abstract 2682 Lipid Changes in Niemann-Pick Type C Beyond Cholesterol Open
View article: TextManiA: Enriching Visual Feature by Text-driven Manifold Augmentation
TextManiA: Enriching Visual Feature by Text-driven Manifold Augmentation Open
We propose TextManiA, a text-driven manifold augmentation method that semantically enriches visual feature spaces, regardless of class distribution. TextManiA augments visual data with intra-class semantic perturbation by exploiting easy-t…
View article: Learning Customized Visual Models with Retrieval-Augmented Knowledge
Learning Customized Visual Models with Retrieval-Augmented Knowledge Open
Image-text contrastive learning models such as CLIP have demonstrated strong task transfer ability. The high generality and usability of these visual models is achieved via a web-scale data collection process to ensure broad concept covera…
View article: Bootstrapping Deep Neural Networks from Image Processing and Computer Vision Pipelines.
Bootstrapping Deep Neural Networks from Image Processing and Computer Vision Pipelines. Open
Complex image processing and computer vision systems often consist of a processing pipeline of functional modules. We intend to replace parts or all of a target pipeline with deep neural networks to achieve benefits such as increased accur…
View article: Bootstrapping Deep Neural Networks from Approximate Image Processing Pipelines
Bootstrapping Deep Neural Networks from Approximate Image Processing Pipelines Open
Complex image processing and computer vision systems often consist of a processing pipeline of functional modules. We intend to replace parts or all of a target pipeline with deep neural networks to achieve benefits such as increased accur…
View article: SMILEE: Symmetric Multi-modal Interactions with Language-gesture Enabled (AI) Embodiment
SMILEE: Symmetric Multi-modal Interactions with Language-gesture Enabled (AI) Embodiment Open
Sujeong Kim, David Salter, Luke DeLuccia, Kilho Son, Mohamed R. Amer, Amir Tamrakar. Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Demonstrations. 2018.
View article: Learning to Remove Multipath Distortions in Time-of-Flight Range Images for a Robotic Arm Setup
Learning to Remove Multipath Distortions in Time-of-Flight Range Images for a Robotic Arm Setup Open
Range images captured by Time-of-Flight (ToF) cameras are corrupted with multipath distortions due to interaction between modulated light signals and scenes. The interaction is often complicated, which makes a model-based solution elusive.…
View article: Solving Computational Puzzles with Geometric Constraints and Applications
Solving Computational Puzzles with Geometric Constraints and Applications Open
View article: Neuron Image Analyzer: Automated and Accurate Extraction of Neuronal Data from Low Quality Images
Neuron Image Analyzer: Automated and Accurate Extraction of Neuronal Data from Low Quality Images Open