Kavin Chandrasekaran

26 papers A* 1A 1B 3C 2Journal 6Unranked 13
YearRankTypeTitle / Venue / Authors
2025 — conf
REFNet++: Multi-Task Efficient Fusion of Camera and Radar Sensor Data in Bird's-Eye Polar View.
ITSC
Kavin Chandrasekaran, Sorin Grigorescu, Gijs Dubbelman, Pavol Jancura
2024 — conf
A Resource Efficient Fusion Network for Object Detection in Bird's-Eye View using Camera and Raw Radar Data.
ITSC
Kavin Chandrasekaran, Sorin Grigorescu, Gijs Dubbelman, Pavol Jancura
2024 J jnl
A Resource Efficient Fusion Network for Object Detection in Bird's-Eye View using Camera and Raw Radar Data.
CoRR
Kavin Chandrasekaran, Sorin Grigorescu, Gijs Dubbelman, Pavol Jancura
2023 B conf
Adversarial Human Context Recognition: Evasion Attacks and Defenses.
COMPSAC
Abdulaziz Alajaji, Walter Gerych, Kavin Chandrasekaran, Luke Buquicchio, Emmanuel Agu, Elke A. Rundensteiner
2023 A* conf
Debiasing Pretrained Generative Models by Uniformly Sampling Semantic Attributes.
NeurIPS
Walter Gerych, Kevin Hickey, Luke Buquicchio, Kavin Chandrasekaran, Abdulaziz Alajaji, Elke A. Rundensteiner, Emmanuel Agu
2023 J jnl
Domain Adaptation Methods for Lab-to-Field Human Context Recognition.
Sensors
Abdulaziz Alajaji, Walter Gerych, Luke Buquicchio, Kavin Chandrasekaran, Hamid Mansoor, Emmanuel Agu, Elke A. Rundensteiner
2023 J jnl
INPHOVIS: Interactive visual analytics for smartphone-based digital phenotyping.
Vis. Informatics
Hamid Mansoor, Walter Gerych, Abdulaziz Alajaji, Luke Buquicchio, Kavin Chandrasekaran, Emmanuel Agu, Elke A. Rundensteiner, Angela Incollingo Rodriguez
2023 — conf
Population-Level Visual Analytics of Smartphone Sensed Health and Wellness Using Community Phenotypes.
ICHI
Hamid Mansoor, Walter Gerych, Abdulaziz Alajaji, Luke Buquicchio, Kavin Chandrasekaran, Emmanuel Agu, Elke A. Rundensteiner
2023 B conf
Stabilizing Adversarial Training for Generative Networks.
IEEE Big Data
Walter Gerych, Kevin Hickey, Thomas Hartvigsen, Luke Buquicchio, Abdulaziz Alajaji, Kavin Chandrasekaran, Hamid Mansoor, Emmanuel Agu, Elke A. Rundensteiner
2022 A conf
Positive Unlabeled Learning with a Sequential Selection Bias.
SDM
Walter Gerych, Thomas Hartvigsen, Luke Buquicchio, Abdulaziz Alajaji, Kavin Chandrasekaran, Hamid Mansoor, Elke A. Rundensteiner, Emmanuel Agu
2022 — conf
Triplet-based Domain Adaptation (Triple-DARE) for Lab-to-field Human Context Recognition.
PerCom Workshops
Abdulaziz Alajaji, Walter Gerych, Kavin Chandrasekaran, Luke Buquicchio, Hamid Mansoor, Emmanuel Agu, Elke A. Rundensteiner
2021 J jnl
ARGUS: Interactive visual analysis of disruptions in smartphone-detected Bio-Behavioral Rhythms.
Vis. Informatics
Hamid Mansoor, Walter Gerych, Abdulaziz Alajaji, Luke Buquicchio, Kavin Chandrasekaran, Emmanuel Agu, Elke A. Rundensteiner
2021 B conf
CARTMAN: Complex Activity Recognition Using Topic Models for Feature Generation from Wearable Sensor Data.
SMARTCOMP
Kavin Chandrasekaran, Walter Gerych, Luke Buquicchio, Abdulaziz Alajaji, Emmanuel Agu, Elke A. Rundensteiner
2021 — conf
Exploratory Data Analysis of Population Level Smartphone-Sensed Data.
VISIGRAPP (Revised Selected Papers)
Hamid Mansoor, Walter Gerych, Abdulaziz Alajaji, Luke Buquicchio, Kavin Chandrasekaran, Emmanuel Agu, Elke A. Rundensteiner
2021 C conf
Few-Shot Classification for Human Context Recognition Using Smartphone Data Traces.
ICMLA
Luke Buquicchio, Walter Gerych, Abdulaziz Alajaji, Kavin Chandrasekaran, Hamid Mansoor, Elke A. Rundensteiner, Emmanuel Agu
2021 — conf
GAN for Generating User-Specific Human Activity Data From An Incomplete Training Corpus.
IEEE BigData
Walter Gerych, Harrison Kim, Joshua DeOliveira, MaryClare Martin, Luke Buquicchio, Kavin Chandrasekaran, Abdulaziz Alajaji, Hamid Mansoor, Elke A. Rundensteiner, Emmanuel Agu
2021 C conf
Local Geometry Preserving Deep Networks For Featurizing High Dimensional Datasets.
ICMLA
Walter Gerych, Jessica L. Bader, Declan Nelson, Thalia Chao-Zhang, Luke Buquicchio, Abdulaziz Alajaji, Kavin Chandrasekaran, Emmanuel Agu, Elke A. Rundensteiner
2021 — conf
PLEADES: Population Level Observation of Smartphone Sensed Symptoms for In-the-wild Data using Clustering.
VISIGRAPP (3: IVAPP)
Hamid Mansoor, Walter Gerych, Abdulaziz Alajaji, Luke Buquicchio, Kavin Chandrasekaran, Emmanuel Agu, Elke A. Rundensteiner
2021 J jnl
Smartphone Health Biomarkers: Positive Unlabeled Learning of In-the-Wild Contexts.
IEEE Pervasive Comput.
Abdulaziz Alajaji, Walter Gerych, Luke Buquicchio, Kavin Chandrasekaran, Hamid Mansoor, Emmanuel Agu, Elke A. Rundensteiner
2021 — conf
Variational Open Set Recognition (VOSR).
IEEE BigData
Luke Buquicchio, Walter Gerych, Abdulaziz Alajaji, Kavin Chandrasekaran, Hamid Mansoor, Thomas Hartvigsen, Elke A. Rundensteiner, Emmanuel Agu
2021 J jnl
Visual Analytics of Smartphone-Sensed Human Behavior and Health.
IEEE Computer Graphics and Applications
Hamid Mansoor, Walter Gerych, Abdulaziz Alajaji, Luke Buquicchio, Kavin Chandrasekaran, Emmanuel Agu, Elke A. Rundensteiner
2020 — conf
ARGUS: Interactive Visual Analytics Framework for the Discovery of Disruptions in Bio-Behavioral Rhythms.
EuroVis (Short Papers)
Hamid Mansoor, Walter Gerych, Luke Buquicchio, Abdulaziz Alajaji, Kavin Chandrasekaran, Emmanuel Agu, Elke A. Rundensteiner
2020 — conf
BurstPU: Classification of Weakly Labeled Datasets with Sequential Bias.
IEEE BigData
Walter Gerych, Luke Buquicchio, Kavin Chandrasekaran, Abdulaziz Alajaji, Hamid Mansoor, Aidan Murphy, Elke A. Rundensteiner, Emmanuel Agu
2020 — conf
DeepContext: Parameterized Compatibility-Based Attention CNN for Human Context Recognition.
ICSC
Abdulaziz Alajaji, Walter Gerych, Kavin Chandrasekaran, Luke Buquicchio, Emmanuel Agu, Elke A. Rundensteiner
2020 — conf
INTOSIS: Interactive Observation of Smartphone Inferred Symptoms for In-The-Wild Data.
IEEE BigData
Hamid Mansoor, Walter Gerych, Luke Buquicchio, Abdulaziz Alajaji, Kavin Chandrasekaran, Emmanuel Agu, Elke A. Rundensteiner
2019 — conf
COMEX: Identifying Mislabeled Human Behavioral Context Data Using Visual Analytics.
COMPSAC (2)
Hamid Mansoor, Walter Gerych, Luke Buquicchio, Kavin Chandrasekaran, Emmanuel Agu, Elke A. Rundensteiner