Samuel Kim

69 papers A* 4A 11C 5Misc 6Journal 29Unranked 13
YearRankTypeTitle / Venue / Authors
2026 J jnl
VisAnatomy: An SVG Chart Corpus with Fine-Grained Semantic Labels.
IEEE Trans. Vis. Comput. Graph.
Chen Chen, Hannah K. Bako, Peihong Yu, John Hooker, Jeffrey Joyal, Simon C. Wang, Samuel Kim, Jessica Wu, Aoxue Ding, Lara Sandeep, Alex Chen, Chayanika Sinha, Zhicheng Liu
2025 J jnl
Interpretable Depression Detection from Social Media Text Using LLM-Derived Embeddings.
CoRR
Samuel Kim, Oghenemaro Imieye, Yunting Yin
2025 J jnl
Wide-Angle, Multiplexed Backscatter Communications Using a Dynamic Metasurface-Backed Luneburg Lens.
IEEE Access
Samuel Kim, Timothy Sleasman, Avrami Rakovsky, Ra'id Awadallah, David Shrekenhamer
2025 — conf
Word Definitions from Large Language Models.
ICSC
Bach Pham, JuiHsuan Wong, Samuel Kim, Yunting Yin, Steven Skiena
2025 A* conf
Work Smarter Not Harder: Simple Imitation Learning with CS-PIBT Outperforms Large-Scale Imitation Learning for MAPF.
ICRA
Rishi Veerapaneni, Arthur Jakobsson, Kevin Ren, Samuel Kim, Jiaoyang Li, Maxim Likhachev
2024 J jnl
Data augmentation method for modeling health records with applications to clopidogrel treatment failure detection.
CoRR
Sunwoong Choi, Samuel Kim
2024 J jnl
Deep Learning and Symbolic Regression for Discovering Parametric Equations.
IEEE Trans. Neural Networks Learn. Syst.
Michael Zhang, Samuel Kim, Peter Y. Lu, Marin Soljacic
2024 J jnl
Leveraging Federated Learning for Automatic Detection of Clopidogrel Treatment Failures.
CoRR
Samuel Kim, Min-Sang Kim
2024 — conf
Synthesized Data Generation for Enhanced Machine Learning in Dental X-ray Analysis: A Novel Approach to Age and Gender Prediction.
ICBEA
M. I. R. Shuvo, Awal Ahmed Fime, Samuel Kim, Hannah Lee, Ian Jung, Jong-Hoon Kim, Young-Jin Jung, Dong-Hun Han
2024 J jnl
VisAnatomy: An SVG Chart Corpus with Fine-Grained Semantic Labels.
CoRR
Chen Chen, Hannah K. Bako, Peihong Yu, John Hooker, Jeffrey Joyal, Simon C. Wang, Samuel Kim, Jessica Wu, Aoxue Ding, Lara Sandeep, Alex Chen, Chayanika Sinha, Zhicheng Liu
2024 J jnl
Work Smarter Not Harder: Simple Imitation Learning with CS-PIBT Outperforms Large Scale Imitation Learning for MAPF.
CoRR
Rishi Veerapaneni, Arthur Jakobsson, Kevin Ren, Samuel Kim, Jiaoyang Li, Maxim Likhachev
2023 J jnl
Automatic prediction of mortality in patients with mental illness using electronic health records.
CoRR
Sean Kim, Samuel Kim
2023 J jnl
Detection and prediction of clopidogrel treatment failures using longitudinal structured electronic health records.
CoRR
Samuel Kim, Ingu Sean Lee, Mijeong Irene Ban, Jane Chiang
2023 A conf
Multi-Site Clinical Federated Learning Using Recursive and Attentive Models and NVFlare.
ICDCS
Won Joon Yun, Samuel Kim, Joongheon Kim
2023 J jnl
Multi-Site Clinical Federated Learning using Recursive and Attentive Models and NVFlare.
CoRR
Won Joon Yun, Samuel Kim, Joongheon Kim
2023 — —
Novel Approaches to Discovery and Optimization in Physics: Symbolic Regression, Bayesian Optimization, and Topological Photonics
Samuel Kim
2023 — conf
Predicting Development of Chronic Obstructive Pulmonary Disease and its Risk Factor Analysis.
EMBC
Soojin Lee, Ingu Sean Lee, Samuel Kim
2023 J jnl
Predicting Development of Chronic Obstructive Pulmonary Disease and its Risk Factor Analysis.
CoRR
Soojin Lee, Ingu Sean Lee, Samuel Kim
2023 J jnl
Predicting Students' Exam Scores Using Physiological Signals.
CoRR
Willie Kang, Sean Kim, Eliot Yoo, Samuel Kim
2023 J jnl
Visualizing Anti-Patterns in Microservices at Runtime: A Systematic Mapping Study.
IEEE Access
Garrett Parker, Samuel Kim, Abdullah Al Maruf, Tomás Cerný, Karel Frajták, Pavel Tisnovsky, Davide Taibi
2023 J jnl
Why Do Students Drop Out? University Dropout Prediction and Associated Factor Analysis Using Machine Learning Techniques.
CoRR
Sean Kim, Eliot Yoo, Samuel Kim
2022 — conf
Analyzing Technical Debt by Mapping Production Logs with Source Code.
SDSC
Dipta Das, Md Rofiqul Islam, Samuel Kim, Tomás Cerný, Karel Frajták, Miroslav Bures, Pavel Tisnovsky
2022 J jnl
Deep Learning and Symbolic Regression for Discovering Parametric Equations.
CoRR
Michael Zhang, Samuel Kim, Peter Y. Lu, Marin Soljacic
2022 J jnl
Deep Learning for Bayesian Optimization of Scientific Problems with High-Dimensional Structure.
Trans. Mach. Learn. Res.
Samuel Kim, Peter Y. Lu, Charlotte Loh, Jamie Smith, Jasper Snoek, Marin Soljacic
2021 Misc conf
An embedding method for unseen words considering contextual information and morphological information.
SAC
Min-Sub Won, YunSeok Choi, Samuel Kim, CheolWon Na, Jee-Hyong Lee
2021 — conf
Depression Severity Detection Using Read Speech with a Divide-and-Conquer Approach.
EMBC
Namhee Kwon, Samuel Kim
2021 J jnl
Integration of Neural Network-Based Symbolic Regression in Deep Learning for Scientific Discovery.
IEEE Trans. Neural Networks Learn. Syst.
Samuel Kim, Peter Y. Lu, Srijon Mukherjee, Michael Gilbert, Li Jing, Vladimir Ceperic, Marin Soljacic
2021 J jnl
Scalable and Flexible Deep Bayesian Optimization with Auxiliary Information for Scientific Problems.
CoRR
Samuel Kim, Peter Y. Lu, Charlotte Loh, Jamie Smith, Jasper Snoek, Marin Soljacic
2021 — conf
Source Model Selection for Transfer Learning of Image Classification using Supervised Contrastive Loss.
BigComp
Young-Seong Cho, Samuel Kim, Jee-Hyong Lee
2021 J jnl
Surrogate- and invariance-boosted contrastive learning for data-scarce applications in science.
CoRR
Charlotte Loh, Thomas Christensen, Rumen Dangovski, Samuel Kim, Marin Soljacic
2020 — conf
"How are you?" Estimation of anxiety, sleep quality, and mood using computational voice analysis.
EMBC
Samuel Kim, Namhee Kwon, Henry O'Connell, Nathan Fisk, Scott Ferguson, Mark Bartlett
2020 J jnl
Interpretable Neuroevolutionary Models for Learning Non-Differentiable Functions and Programs.
CoRR
Allan dos Santos Costa, Rumen Dangovski, Samuel Kim, Pawan Goyal, Marin Soljacic, Joseph Jacobson
2019 J jnl
Extracting Interpretable Physical Parameters from Spatiotemporal Systems using Unsupervised Learning.
CoRR
Peter Y. Lu, Samuel Kim, Marin Soljacic
2019 J jnl
Integration of Neural Network-Based Symbolic Regression in Deep Learning for Scientific Discovery.
CoRR
Samuel Kim, Peter Y. Lu, Srijon Mukherjee, Michael Gilbert, Li Jing, Vladimir Ceperic, Marin Soljacic
2019 J jnl
Toward estimating personal well-being using voice.
CoRR
Samuel Kim, Namhee Kwon, Henry O'Connell
2018 — conf
High impedance holographic metasurfaces for conformal and high gain antenna applications.
CCNC
Samuel Kim, David Shrekenhamer, Jeffrey Will, Ra'id Awadallah, Joseph A. Miragliotta
2018 A* conf
Syntactical Analysis of the Weaknesses of Sentiment Analyzers.
EMNLP
Rohil Verma, Samuel Kim, David Walter
2014 Misc conf
Detecting pathological speech using contour modeling of harmonic-to-noise ratio.
ICASSP
Jung-won Lee, Samuel Kim, Hong-Goo Kang
2014 J jnl
Predicting Continuous Conflict Perceptionwith Bayesian Gaussian Processes.
IEEE Trans. Affect. Comput.
Samuel Kim, Fabio Valente, Maurizio Filippone, Alessandro Vinciarelli
2013 A conf
Annotation and classification of Political advertisements.
INTERSPEECH
Samuel Kim, Panayiotis G. Georgiou, Shrikanth S. Narayanan
2013 A conf
Annotation and detection of conflict escalation in Political debates.
INTERSPEECH
Samuel Kim, Fabio Valente, Alessandro Vinciarelli
2013 — conf
Detecting pathological speech using local and global characteristics of harmonic-to-noise ratio.
APSIPA
Jung-won Lee, Hong-Goo Kang, Samuel Kim, Yoonjae Lee
2013 J jnl
Lysis of a Single Cyanobacterium for Whole Genome Amplification.
Micromachines
Eric W. Hall, Samuel Kim, Visham Appadoo, Richard N. Zare
2013 Misc conf
On-line genre classification of TV programs using audio content.
ICASSP
Samuel Kim, Panayiotis G. Georgiou, Shrikanth S. Narayanan
2013 A conf
The INTERSPEECH 2013 computational paralinguistics challenge: social signals, conflict, emotion, autism.
INTERSPEECH
Björn W. Schuller, Stefan Steidl, Anton Batliner, Alessandro Vinciarelli, Klaus R. Scherer, Fabien Ringeval, Mohamed Chetouani, Felix Weninger, Florian Eyben, Erik Marchi, Marcello Mortillaro, Hugues Salamin, Anna Polychroniou, Fabio Valente, Samuel Kim
2012 A conf
Annotation and Recognition of Personality Traits in Spoken Conversations from the AMI Meetings Corpus.
INTERSPEECH
Fabio Valente, Samuel Kim, Petr Motlícek
2012 A conf
Automatic detection of conflict escalation in spoken conversations.
INTERSPEECH
Samuel Kim, Sree Harsha Yella, Fabio Valente
2012 Misc conf
Automatic detection of conflicts in spoken conversations: Ratings and analysis of broadcast political debates.
ICASSP
Samuel Kim, Fabio Valente, Alessandro Vinciarelli
2012 A* conf
Predicting the conflict level in television political debates: an approach based on crowdsourcing, nonverbal communication and gaussian processes.
ACM Multimedia
Samuel Kim, Maurizio Filippone, Fabio Valente, Alessandro Vinciarelli
2012 C conf
Supervised acoustic topic model with a consequent classifier for unstructured audio classification.
CBMI
Samuel Kim, Panayiotis G. Georgiou, Shrikanth S. Narayanan
2011 — conf
Modeling high-level descriptions of real-life physical activities using latent topic modeling of multimodal sensor signals.
EMBC
Samuel Kim, Ming Li, Sangwon Lee, Urbashi Mitra, B. Adar Emken, Donna Spruijt-Metz, Murali Annavaram, Shrikanth S. Narayanan
2010 A conf
A study of intra-speaker and inter-speaker affective variability using electroglottograph and inverse filtered glottal waveforms.
INTERSPEECH
Daniel Bone, Samuel Kim, Sungbok Lee, Shrikanth S. Narayanan
2010 — conf
Acoustic stopwords for unstructured audio information retrieval.
EUSIPCO
Samuel Kim, Shiva Sundaram, Panayiotis G. Georgiou, Shrikanth S. Narayanan
2010 C conf
An N-gram model for unstructured audio signals toward information retrieval.
MMSP
Samuel Kim, Shiva Sundaram, Panayiotis G. Georgiou, Shrikanth S. Narayanan
2010 Misc conf
Using naïve text queries for robust audio information retrieval.
ICASSP
Samuel Kim, Panayiotis G. Georgiou, Shrikanth S. Narayanan, Shiva Sundaram
2009 Misc conf
A robust harmony structure modeling scheme for classical music opus identification.
ICASSP
Samuel Kim, Panayiotis G. Georgiou, Shrikanth S. Narayanan
2009 — conf
Acoustic topic model for audio information retrieval.
WASPAA
Samuel Kim, Shrikanth S. Narayanan, Shiva Sundaram
2008 C conf
Dynamic chroma feature vectors with applications to cover song identification.
MMSP
Samuel Kim, Shrikanth S. Narayanan
2008 J jnl
IEMOCAP: interactive emotional dyadic motion capture database.
Lang. Resour. Evaluation
Carlos Busso, Murtaza Bulut, Chi-Chun Lee, Abe Kazemzadeh, Emily Mower, Samuel Kim, Jeannette N. Chang, Sungbok Lee, Shrikanth S. Narayanan
2008 A conf
Music fingerprint extraction for classical music cover song identification.
ICME
Samuel Kim, Erdem Unal, Shrikanth S. Narayanan
2008 J jnl
Strategies to Improve the Robustness of Agglomerative Hierarchical Clustering Under Data Source Variation for Speaker Diarization.
IEEE Trans. Speech Audio Process.
Kyu Jeong Han, Samuel Kim, Shrikanth S. Narayanan
2007 C conf
Real-time Emotion Detection System using Speech: Multi-modal Fusion of Different Timescale Features.
MMSP
Samuel Kim, Panayiotis G. Georgiou, Sungbok Lee, Shrikanth S. Narayanan
2007 C conf
Robust speaker clustering strategies to data source variation for improved speaker diarization.
ASRU
Kyu Jeong Han, Samuel Kim, Shrikanth S. Narayanan
2005 A conf
A noise-robust pitch synchronous feature extraction algorithm for speaker recognition systems.
INTERSPEECH
Samuel Kim, Sung-Wan Yoon, Thomas Eriksson, Hong-Goo Kang, Dae Hee Youn
2005 J jnl
An information-theoretic perspective on feature selection in speaker recognition.
IEEE Signal Process. Lett.
Thomas Eriksson, Samuel Kim, Hong-Goo Kang, Chungyong Lee
2004 — conf
A pitch synchronous feature extraction method for speaker recognition.
ICASSP (1)
Samuel Kim, Thomas Eriksson, Hong-Goo Kang, Dae Hee Youn
2004 A conf
On the time variability of vocal tract for speaker recognition.
INTERSPEECH
Samuel Kim, Thomas Eriksson, Hong-Goo Kang
2004 A conf
Theory for speaker recognition over IP.
INTERSPEECH
Thomas Eriksson, Samuel Kim, Hong-Goo Kang, Chungyong Lee
2001 A* conf
The MD-join: An Operator for Complex OLAP.
ICDE
Damianos Chatziantoniou, Michael O. Akinde, Theodore Johnson, Samuel Kim