Aaron Kline

Publication Activity (10 Years)

Years Active: 2013-2022
Publications (10 Years): 22

Top Topics

Learning Models

Autistic Children

Activity Recognition

Top Venues

Appl. Clin. Inform.

UbiComp Adjunct

Publications

Peter Washington, Cezmi Mutlu, Aaron Kline, Cathy Hou, Kaitlyn Dunlap, Jack Kent, Arman Husic, Nate Tyler Stockham, Brianna Sierra Chrisman, Kelley M. Paskov, Jae-Yoon Jung, Dennis P. Wall
An Exploration of Active Learning for Affective Digital Phenotyping. CoRR (2022)
Peter Washington, Onur Cezmi Mutlu, Aaron Kline, Kelley M. Paskov, Nate Tyler Stockham, Brianna Sierra Chrisman, Nick Deveau, Mourya Surhabi, Nick Haber, Dennis P. Wall
Challenges and Opportunities for Machine Learning Classification of Behavior and Mental State from Images. CoRR (2022)
Saimourva Surabhi, Bhavik Shah, Peter Washington, Onur Cezmi Mutlu, Emilie Leblanc, Prathamesh Mohite, Arman Husic, Aaron Kline, Kaitlyn Dunlap, Maya McNealis, Bennett Liu, Nick Deveaux, Essam Sleiman, Dennis P. Wall
TikTok for good: Creating a diverse emotion expression database. CVPR Workshops (2022)
Nathan A. Chi, Peter Washington, Aaron Kline, Arman Husic, Cathy Hou, Chloe He, Kaitlyn Dunlap, Dennis Wall
Classifying Autism from Crowdsourced Semi-Structured Speech Recordings: A Machine Learning Approach. CoRR (2022)
Samaher Radwan, Aaron Kline, Alejandro Galindo, Michael C. Frank, Dennis P. Wall, Nick Haber
Measuring social curiosity-driven attentional differences in children with autism using an augmented reality-based phone app. CogSci (2022)
Peter Washington, Aaron Kline, Onur Cezmi Mutlu, Émilie Leblanc, Cathy Hou, Nate Tyler Stockham, Kelley M. Paskov, Brianna Sierra Chrisman, Dennis P. Wall
Activity Recognition with Moving Cameras and Few Training Examples: Applications for Detection of Autism-Related Headbanging. CHI Extended Abstracts (2021)
Peter Washington, Aaron Kline, Onur Cezmi Mutlu, Émilie Leblanc, Cathy Hou, Nate Tyler Stockham, Kelley M. Paskov, Brianna Sierra Chrisman, Dennis P. Wall
Activity Recognition with Moving Cameras and Few Training Examples: Applications for Detection of Autism-Related Headbanging. CoRR (2021)
Peter Washington, Haik Kalantarian, Jack Kent, Arman Husic, Aaron Kline, Emilie Leblanc, Cathy Hou, Cezmi Mutlu, Kaitlyn Dunlap, Yordan Penev, Nate Tyler Stockham, Brianna Sierra Chrisman, Kelley Marie Paskov, Jae-Yoon Jung, Catalin Voss, Nick Haber, Dennis P. Wall
Training Affective Computer Vision Models by Crowdsourcing Soft-Target Labels. Cogn. Comput. 13 (5) (2021)
Peter Washington, Onur Cezmi Mutlu, Émilie Leblanc, Aaron Kline, Cathy Hou, Brianna Sierra Chrisman, Nate Tyler Stockham, Kelley M. Paskov, Catalin Voss, Nick Haber, Dennis P. Wall
Using Crowdsourcing to Train Facial Emotion Machine Learning Models with Ambiguous Labels. CoRR (2021)
Agnik Banerjee, Peter Washington, Cezmi Mutlu, Aaron Kline, Dennis P. Wall
Training and Profiling a Pediatric Emotion Recognition Classifier on Mobile Devices. CoRR (2021)
Yordan Penev, Kaitlyn Dunlap, Arman Husic, Cathy Hou, Peter Washington, Emilie Leblanc, Aaron Kline, John Kent, Anthony Ng-Thow-Hing, Bennett Liu, Christopher Harjadi, Meagan Tsou, Manisha Desai, Dennis P. Wall
A Mobile Game Platform for Improving Social Communication in Children with Autism: A Feasibility Study. Appl. Clin. Inform. 12 (5) (2021)
Catalin Voss, Peter Washington, Nick Haber, Aaron Kline, Jena Daniels, Azar Fazel, Titas De, Beth McCarthy, Carl Feinstein, Terry Winograd, Dennis P. Wall
Superpower Glass: Delivering Unobtrusive Real-time Social Cues in Wearable Systems. CoRR (2020)
Peter Washington, Kelley Marie Paskov, Haik Kalantarian, Nate Tyler Stockham, Catalin Voss, Aaron Kline, Ritik Patnaik, Brianna Sierra Chrisman, Maya Varma, Qandeel Tariq, Kaitlyn Dunlap, Jessey Schwartz, Nick Haber, Dennis P. Wall
Feature Selection and Dimension Reduction of Social Autism Data. PSB (2020)
Yanghee Kim, Cynthia D'Angelo, Francesco Cafaro, Xavier Ochoa, Danielle P. Espino, Aaron Kline, Eric Hamilton, Seung B. Lee, Sachit Butail, Lichuan Liu, Milka Trajkova, Michael Tscholl, Jaejin Hwang, Sungchul Lee, Kyungbin Kwon
Multimodal Data Analytics for Assessing Collaborative Interactions. ICLS (2020)
Catalin Voss, Nick Haber, Peter Washington, Aaron Kline, Beth McCarthy, Jena Daniels, Azar Fazel, Titas De, Carl Feinstein, Terry Winograd, Dennis P. Wall
Designing a Holistic At-Home Learning Aid for Autism. CoRR (2020)
Peter Washington, Haik Kalantarian, Jack Kent, Arman Husic, Aaron Kline, Émilie Leblanc, Cathy Hou, Cezmi Mutlu, Kaitlyn Dunlap, Yordan Penev, Maya Varma, Nate Tyler Stockham, Brianna Sierra Chrisman, Kelley M. Paskov, Min Woo Sun, Jae-Yoon Jung, Catalin Voss, Nick Haber, Dennis P. Wall
Training an Emotion Detection Classifier using Frames from a Mobile Therapeutic Game for Children with Developmental Disorders. CoRR (2020)
Nick Haber, Catalin Voss, Jena Daniels, Peter Washington, Azar Fazel, Aaron Kline, Titas De, Terry Winograd, Carl Feinstein, Dennis P. Wall
A Wearable Social Interaction Aid for Children with Autism. CoRR (2020)
Aaron Kline, Catalin Voss, Peter Washington, Nick Haber, Jessey Schwartz, Qandeel Tariq, Terry Winograd, Carl Feinstein, Dennis P. Wall
Superpower Glass. GetMobile Mob. Comput. Commun. 23 (2) (2019)
Jena Daniels, Nick Haber, Catalin Voss, Jessey Schwartz, Serena Tamura, Azar Fazel, Aaron Kline, Peter Washington, Jennifer Phillips, Terry Winograd, Carl Feinstein, Dennis P. Wall
Feasibility Testing of a Wearable Behavioral Aid for Social Learning in Children with Autism. Appl. Clin. Inform. 9 (01) (2018)
Jena Daniels, Jessey N. Schwartz, Catalin Voss, Nick Haber, Azar Fazel, Aaron Kline, Peter Washington, Carl Feinstein, Terry Winograd, Dennis P. Wall
Exploratory study examining the at-home feasibility of a wearable tool for social-affective learning in children with autism. npj Digit. Medicine 1 (2018)
Peter Washington, Catalin Voss, Aaron Kline, Nick Haber, Jena Daniels, Azar Fazel, Titas De, Carl Feinstein, Terry Winograd, Dennis P. Wall
SuperpowerGlass: A Wearable Aid for the At-Home Therapy of Children with Autism. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 1 (3) (2017)
Catalin Voss, Peter Washington, Nick Haber, Aaron Kline, Jena Daniels, Azar Fazel, Titas De, Beth McCarthy, Carl Feinstein, Terry Winograd, Dennis P. Wall
Superpower glass: delivering unobtrusive real-time social cues in wearable systems. UbiComp Adjunct (2016)
Jean Cheng, Aaron Kline
A portable exploratorium: hands-on learning on the iPad. SIGGRAPH Mobile (2013)