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02/15/2023
AI pipeline for accurate retinal layer segmentation using OCT 3D images
Image data set from a multi-spectral animal imaging system is used to ad...
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11/08/2022
Universal Sorting: Finding a DAG using Priced Comparisons
We resolve two open problems in sorting with priced information, introdu...
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05/27/2022
Characterization of 3D Printers and X-Ray Computerized Tomography
The 3D printing process flow requires several inputs for the best printi...
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05/17/2022
LabVIEW is faster and C is economical interfacing tool for UCT automation
An in-house developed 2D ultrasound computerized Tomography system is fu...
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03/24/2022
A Manifold View of Adversarial Risk
The adversarial risk of a machine learning model has been widely studied...
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03/09/2022
On Flipping the Fréchet distance
The classical and extensively-studied Fréchet distance between two curve...
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02/21/2022
Obtaining Approximately Optimal and Diverse Solutions via Dispersion
There has been a long-standing interest in computing diverse solutions t...
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07/09/2021
Deep Learning models for benign and malign Ocular Tumor Growth Estimation
Relatively abundant availability of medical imaging data has provided si...
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07/09/2021
AI Algorithm for Mode Classification of PCF SPR Sensor Design
Photonic Crystal Fiber design based on surface plasmon resonance phenome...
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06/11/2021
Topological Detection of Trojaned Neural Networks
Deep neural networks are known to have security issues. One particular t...
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03/13/2021
Learning with Feature-Dependent Label Noise: A Progressive Approach
Label noise is frequently observed in real-world large-scale datasets. T...
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02/10/2021
Stability of SGD: Tightness Analysis and Improved Bounds
Stochastic Gradient Descent (SGD) based methods have been widely used fo...
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12/09/2020
A Topological Filter for Learning with Label Noise
Noisy labels can impair the performance of deep neural networks. To tack...
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11/19/2020
Error-Bounded Correction of Noisy Labels
To collect large scale annotated data, it is inevitable to introduce lab...
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06/26/2020
Cutting Polygons into Small Pieces with Chords: Laser-Based Localization
Motivated by indoor localization by tripwire lasers, we study the proble...
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04/27/2020
Batched Predecessor and Sorting with Size-Priced Information in External Memory
In the unit-cost comparison model, a black box takes an input two items ...
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02/12/2020
On the I/O complexity of the k-nearest neighbor problem
We consider static, external memory indexes for exact and approximate ve...
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09/05/2018
Multi-finger binary search trees
We study multi-finger binary search trees (BSTs), a far-reaching extensi...
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04/27/2018
Buffered Count-Min Sketch on SSD: Theory and Experiments
Frequency estimation data structures such as the count-min sketch (CMS) ...
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11/05/2017