University at Albany

∙ Albany , United States ∙ 0 followers

823884 The State University of New York at Albany, commonly referred to as University at Albany, SUNY Albany or UAlbany, is a public research university with campuses in the New York cities of Albany and Rensselaer and the Township of Guilderland, Unit...

Phase Contrast Microscopy Cell PopulationSegmentation: A Survey

Phase contrast microscopy (PCM) has been widely used in biomedicine rese...
11/25/2019 ∙ by Lin Zhang, et al. ∙ 15 ∙ share

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Vision Meets Drones: Past, Present and Future

Drones, or general UAVs, equipped with cameras have been fast deployed w...
01/16/2020 ∙ by Pengfei Zhu, et al. ∙ 15 ∙ share

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Stimuli-Sensitive Hawkes Processes for Personalized Student Procrastination Modeling

Student procrastination and cramming for deadlines are major challenges ...
01/29/2021 ∙ by Mengfan Yao, et al. ∙ 13 ∙ share

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On-the-Fly Joint Feature Selection and Classification

Joint feature selection and classification in an online setting is essen...
04/21/2020 ∙ by Yasitha Warahena Liyanage, et al. ∙ 8 ∙ share

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Learning Semantic Neural Tree for Human Parsing

The majority of existing human parsing methods formulate the task as sem...
12/20/2019 ∙ by Ruyi Ji, et al. ∙ 6 ∙ share

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Relaxed Clustered Hawkes Process for Procrastination Modeling in MOOCs

Hawkes processes have been shown to be efficient in modeling bursty sequ...
01/29/2021 ∙ by Mengfan Yao, et al. ∙ 6 ∙ share

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Rational Neural Networks for Approximating Jump Discontinuities of Graph Convolution Operator

For node level graph encoding, a recent important state-of-art method is...
08/30/2018 ∙ by Zhiqian Chen, et al. ∙ 4 ∙ share

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Hiding Faces in Plain Sight: Disrupting AI Face Synthesis with Adversarial Perturbations

Recent years have seen fast development in synthesizing realistic human ...
06/21/2019 ∙ by Yuezun Li, et al. ∙ 2 ∙ share

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A Generic Framework for Interesting Subspace Cluster Detection in Multi-attributed Networks

Detection of interesting (e.g., coherent or anomalous) clusters has been...
09/15/2017 ∙ by Feng Chen, et al. ∙ 0 ∙ share

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Feature-Augmented Neural Networks for Patient Note De-identification

Patient notes contain a wealth of information of potentially great inter...
10/30/2016 ∙ by Ji Young Lee, et al. ∙ 0 ∙ share

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De-identification of Patient Notes with Recurrent Neural Networks

Objective: Patient notes in electronic health records (EHRs) may contain...
06/10/2016 ∙ by Franck Dernoncourt, et al. ∙ 0 ∙ share

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LSTM with Working Memory

Previous RNN architectures have largely been superseded by LSTM, or "Lon...
05/06/2016 ∙ by Andrew Pulver, et al. ∙ 0 ∙ share

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Learning with Average Top-k Loss

In this work, we introduce the average top-k (AT_k) loss as a new ensemb...
05/24/2017 ∙ by Yanbo Fan, et al. ∙ 0 ∙ share

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Technical Report: A Generalized Matching Pursuit Approach for Graph-Structured Sparsity

Sparsity-constrained optimization is an important and challenging proble...
12/11/2016 ∙ by Feng Chen, et al. ∙ 0 ∙ share

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Technical Report: Graph-Structured Sparse Optimization for Connected Subgraph Detection

Structured sparse optimization is an important and challenging problem f...
09/30/2016 ∙ by Baojian Zhou, et al. ∙ 0 ∙ share

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Robust Localized Multi-view Subspace Clustering

In multi-view clustering, different views may have different confidence ...
05/22/2017 ∙ by Yanbo Fan, et al. ∙ 0 ∙ share

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A Distance Measure for the Analysis of Polar Opinion Dynamics in Social Networks

Analysis of opinion dynamics in social networks plays an important role ...
10/17/2015 ∙ by Victor Amelkin, et al. ∙ 0 ∙ share

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Unregularized Online Learning Algorithms with General Loss Functions

In this paper, we consider unregularized online learning algorithms in a...
03/02/2015 ∙ by Yiming Ying, et al. ∙ 0 ∙ share

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Foundations of Inference

We present a simple and clear foundation for finite inference that unite...
08/28/2010 ∙ by Kevin H. Knuth, et al. ∙ 0 ∙ share

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Modeling a Sensor to Improve its Efficacy

Robots rely on sensors to provide them with information about their surr...
03/18/2013 ∙ by N. K. Malakar, et al. ∙ 0 ∙ share

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A Unified Approach on the Local Power of Panel Unit Root Tests

In this paper, a unified approach is proposed to derive the exact local ...
10/09/2017 ∙ by Zhongwen Liang, et al. ∙ 0 ∙ share

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Multi-Scale Structure-Aware Network for Human Pose Estimation

We develop a robust multi-scale structure-aware neural network for human...
03/27/2018 ∙ by Lipeng Ke, et al. ∙ 0 ∙ share

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Tagging like Humans: Diverse and Distinct Image Annotation

In this work we propose a new automatic image annotation model, dubbed ...
03/31/2018 ∙ by Baoyuan Wu, et al. ∙ 0 ∙ share

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Not all Embeddings are created Equal: Extracting Entity-specific Substructures for RDF Graph Embedding

Knowledge Graphs (KGs) are becoming essential to information systems tha...
04/14/2018 ∙ by Muhammad Rizwan Saeed, et al. ∙ 0 ∙ share

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A Univariate Bound of Area Under ROC

Area under ROC (AUC) is an important metric for binary classification an...
04/16/2018 ∙ by Siwei Lyu, et al. ∙ 0 ∙ share

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How Many Directions Determine a Shape and other Sufficiency Results for Two Topological Transforms

In this paper we consider two topological transforms based on Euler calc...
05/24/2018 ∙ by Justin Curry, et al. ∙ 0 ∙ share

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A Hybrid RF-VLC System for Energy Efficient Wireless Access

In this paper, we propose a new paradigm in designing and realizing ener...
06/13/2018 ∙ by Abdallah Khreishah, et al. ∙ 0 ∙ share

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An Efficient System for Subgraph Discovery

Subgraph discovery in a single data graph---finding subsets of vertices ...
07/24/2018 ∙ by Aparna Joshi, et al. ∙ 0 ∙ share

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Exact computation of the matching distance on 2-parameter persistence modules

The matching distance is a pseudometric on multi-parameter persistence m...
12/21/2018 ∙ by Michael Kerber, et al. ∙ 0 ∙ share

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Computing Minimal Presentations and Betti Numbers of 2-Parameter Persistent Homology

Motivated by applications to topological data analysis, we give an effic...
02/15/2019 ∙ by Michael Lesnick, et al. ∙ 0 ∙ share

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Computing Minimal Presentations and Bigraded Betti Numbers of 2-Parameter Persistent Homology

Motivated by applications to topological data analysis, we give an effic...
02/15/2019 ∙ by Michael Lesnick, et al. ∙ 0 ∙ share

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An Efficient Approach for Cell Segmentation in Phase Contrast Microscopy Images

In this paper, we propose a new model to segment cells in phase contrast...
03/31/2019 ∙ by Lin Zhang, et al. ∙ 0 ∙ share

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Stability and Optimization Error of Stochastic Gradient Descent for Pairwise Learning

In this paper we study the stability and its trade-off with optimization...
04/25/2019 ∙ by Wei Shen, et al. ∙ 0 ∙ share

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Dual Averaging Method for Online Graph-structured Sparsity

Online learning algorithms update models via one sample per iteration, t...
05/26/2019 ∙ by Baojian Zhou, et al. ∙ 0 ∙ share

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Scale Invariant Fully Convolutional Network: Detecting Hands Efficiently

Existing hand detection methods usually follow the pipeline of multiple ...
06/11/2019 ∙ by Dan Liu, et al. ∙ 0 ∙ share

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Stochastic Proximal AUC Maximization

In this paper we consider the problem of maximizing the Area under the R...
06/14/2019 ∙ by Yunwen Lei, et al. ∙ 0 ∙ share

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Deep Learning for Predicting Dynamic Uncertain Opinions in Network Data

Subjective Logic (SL) is one of well-known belief models that can explic...
10/12/2019 ∙ by Xujiang Zhao, et al. ∙ 0 ∙ share

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ZipPhone: Protecting user location privacy from cellular service providers

Wireless service providers track the time and location of all user conne...
02/11/2020 ∙ by Keen Sung, et al. ∙ 0 ∙ share

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The Power of Graph Convolutional Networks to Distinguish Random Graph Models: Short Version

Graph convolutional networks (GCNs) are a widely used method for graph r...
02/13/2020 ∙ by Abram Magner, et al. ∙ 0 ∙ share

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Detecting Asks in SE attacks: Impact of Linguistic and Structural Knowledge

Social engineers attempt to manipulate users into undertaking actions su...
02/25/2020 ∙ by Bonnie J. Dorr, et al. ∙ 0 ∙ share

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Multi-Drone based Single Object Tracking with Agent Sharing Network

Drone equipped with cameras can dynamically track the target in the air ...
03/16/2020 ∙ by Pengfei Zhu, et al. ∙ 0 ∙ share

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The Panacea Threat Intelligence and Active Defense Platform

We describe Panacea, a system that supports natural language processing ...
04/20/2020 ∙ by Adam Dalton, et al. ∙ 0 ∙ share

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Non-Orthogonal Multiple Access for Hybrid VLC-RF Networks with Imperfect Channel State Information

The present contribution proposes a general framework for the energy eff...
05/07/2020 ∙ by Ahmed Al Hammadi, et al. ∙ 0 ∙ share

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New Insights into Learning with Correntropy Based Regression

Stemming from information-theoretic learning, the correntropy criterion ...
06/19/2020 ∙ by Yunlong Feng, et al. ∙ 0 ∙ share

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Modeling Knowledge Acquisition from Multiple Learning Resource Types

Students acquire knowledge as they interact with a variety of learning m...
06/23/2020 ∙ by Siqian Zhao, et al. ∙ 0 ∙ share

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Predicting Sample Collision with Neural Networks

Many state-of-art robotics applications require fast and efficient motio...
06/30/2020 ∙ by Tuan Tran, et al. ∙ 0 ∙ share

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Predictive Probability Path Planning Model For Dynamic Environments

Path planning in dynamic environments is essential to high-risk applicat...
07/29/2020 ∙ by Sourav Dutta, et al. ∙ 0 ∙ share

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