Yoonsuck Choe

ORCID

Publication Activity (10 Years)

Years Active: 1995-2024
Publications (10 Years): 46

Top Venues

Publications

Qing Wan, Siu Wun Cheung, Yoonsuck Choe
AdjointBackMapV2: Precise reconstruction of arbitrary CNN unit's activation via adjoint operators. Neural Networks 170 (2024)
Ajit Jain, Andruid Kerne, Nic Lupfer, Gabriel Britain, Aaron Perrine, Yoonsuck Choe, John Keyser, Ruihong Huang, Jinsil Hwaryoung Seo, Annie Sungkajun, Robert Lightfoot, Timothy McGuire
Indexing Analytics to Instances: How Integrating a Dashboard can Support Design Education. CoRR (2024)
Jin Huang, Yoonsuck Choe
Evolution of Proxy Use in Neural Network Controllers for Crowd Modeling. IJCNN (2023)
Jung H. Lee, Yoonsuck Choe, Salva Ardid, Reza Abbasi-Asl, Michelle McCarthy, Brian Hu
Editorial: Functional microcircuits in the brain and in artificial intelligent systems. Frontiers Comput. Neurosci. 17 (2023)
Qing Wan, Yoonsuck Choe
AdjointBackMap: Reconstructing effective decision hypersurfaces from CNN layers using adjoint operators. Neural Networks 154 (2022)
Ajit Jain, Andruid Kerne, Nic Lupfer, Gabriel Britain, Aaron Perrine, Yoonsuck Choe, John Keyser, Ruihong Huang
Recognizing creative visual design: multiscale design characteristics in free-form web curation documents. DocEng (2021)
Qinbo Li, Qing Wan, Sang-Heon Lee, Yoonsuck Choe
Video Face Recognition with Audio-Visual Aggregation Network. ICONIP (4) (2021)
Qing Wan, Yoonsuck Choe
AdjointBackMapV2: Precise Reconstruction of Arbitrary CNN Unit's Activation via Adjoint Operators. CoRR (2021)
Khuong N. Nguyen, Yoonsuck Choe
Emergence of Different Modes of Tool Use in a Reaching and Dragging Task. IJCNN (2021)
Yoonsuck Choe
Meaning Versus Information, Prediction Versus Memory, and Question Versus Answer. CoRR (2021)
Maryam Savari, Yoonsuck Choe
Online Virtual Training in Soft Actor-Critic for Autonomous Driving. IJCNN (2021)
Qing Wan, Yoonsuck Choe
AdjointBackMap: Reconstructing Effective Decision Hypersurfaces from CNN Layers Using Adjoint Operators. CoRR (2020)
Khuong N. Nguyen, Yoonsuck Choe
Emergence of Different Modes of Tool Use in a Reaching and Dragging Task. CoRR (2020)
Qing Wan, Yoonsuck Choe
Action Recognition and State Change Prediction in a Recipe Understanding Task Using a Lightweight Neural Network Model. CoRR (2020)
Qing Wan, Yoonsuck Choe
Action Recognition and State Change Prediction in a Recipe Understanding Task Using a Lightweight Neural Network Model (Student Abstract). AAAI (2020)
Ye Wang, Xinxiang Zhang, Mi Lu, Han Wang, Yoonsuck Choe
Attention augmentation with multi-residual in bidirectional LSTM. Neurocomputing 385 (2020)
Jaedeok Kim, Chiyoun Park, Hyun-Joo Jung, Yoonsuck Choe
Plug-in, Trainable Gate for Streamlining Arbitrary Neural Networks. AAAI (2020)
Han Wang, Ye Wang, Xinxiang Zhang, Mi Lu, Yoonsuck Choe, Jingjing Cao
English Out-of-Vocabulary Lexical Evaluation Task. INDIN (2019)
Seung-Geon Lee, Jaedeok Kim, Hyun-Joo Jung, Yoonsuck Choe
Comparing Sample-wise Learnability Across Deep Neural Network Models. CoRR (2019)
Ye Wang, Han Wang, Xinxiang Zhang, Theodora Chaspari, Yoonsuck Choe, Mi Lu
An Attention-aware Bidirectional Multi-residual Recurrent Neural Network (Abmrnn): A Study about Better Short-term Text Classification. ICASSP (2019)
Seung-Geon Lee, Jaedeok Kim, Hyun-Joo Jung, Yoonsuck Choe
Comparing Sample-Wise Learnability across Deep Neural Network Models. AAAI (2019)
Michael R. Nowak, Junseok Lee, Yoonsuck Choe
A Queryable Graph Representation of Vascular Connectivity in the Whole Mouse Brain. EMBC (2019)
Jaedeok Kim, Chiyoun Park, Hyun-Joo Jung, Yoonsuck Choe
Differentiable Pruning Method for Neural Networks. CoRR (2019)
Khuong N. Nguyen, Jaewook Yoo, Yoonsuck Choe
Speeding Up Affordance Learning for Tool Use, Using Proprioceptive and Kinesthetic Inputs. IJCNN (2019)
Hyun-Joo Jung, Jaedeok Kim, Yoonsuck Choe
How Compact?: Assessing Compactness of Representations through Layer-Wise Pruning. CoRR (2019)
Michael R. Nowak, Yoonsuck Choe
Towards An Open-Source Framework For The Analysis Of Cerebrovasculature Structure. EMBC (2018)
Han Wang, Ye Wang, Mi Lu, Yoonsuck Choe
English Out-of-Vocabulary Lexical Evaluation Task. CoRR (2018)
Junseok Lee, Jaewook Yoo, Yoonsuck Choe
Tracing and analysis of the whole mouse brain vasculature with systematic cleaning to remove and consolidate erroneous images. EMBC (2018)
Michael R. Nowak, Yoonsuck Choe
Data-Driven Synthetic Cerebrovascular Models For Validation Of Segmentation Algorithms. EMBC (2018)
Khuong N. Nguyen, Yoonsuck Choe
Dynamic control using feedforward networks with adaptive delay and facilitating neural dynamics. IJCNN (2017)
Randall Reams, Yoonsuck Choe
Emergence of tool construction in an articulated limb controlled by evolved neural circuits. IJCNN (2017)
Chul Sung, Chunhui Y. Higgins, Bo Zhang, Yoonsuck Choe
Evaluating deep learning in chum prediction for everything-as-a-service in the cloud. IJCNN (2017)
Junseok Lee, Wookyung An, Yoonsuck Choe
Mapping the full vascular network in the mouse brain at submicrometer resolution. EMBC (2017)
Michael R. Nowak, Donghyeop Han, Yoonsuck Choe
Biologically grounded synthetic cerebrovasculature models for validation of segmentation algorithms. ISBI (2017)
Khuong N. Nguyen, Xi Liu, Oleg Komogortsev, Ricardo Gutierrez-Osuna, Yoonsuck Choe
Explanation of the perceptual oblique effect based on the fidelity of oculomotor control during saccades. ICDL-EPIROB (2017)
Wookyung An, Yoonsuck Choe
Automated Reconstruction of Neurovascular Networks in Knife-Edge Scanning Microscope Rat Brain Nissl Data Set. ISVC (1) (2016)
Michael Freitag, Yoonsuck Choe
Analysis of tool use strategies in evolved neural circuits controlling an articulated limb. IJCNN (2016)
Sungjun Lim, Michael R. Nowak, Yoonsuck Choe
Automated neurovascular tracing and analysis of the knife-edge scanning microscope Rat Nissl data set using a computing cluster. EMBC (2016)
Amey Parulkar, Yoonsuck Choe
Motor-based autonomous grounding in a model of the fly optic flow system. IJCNN (2016)
Chul Sung, Bo Zhang, Chunhui Y. Higgins, Yoonsuck Choe
Data-Driven Sales Leads Prediction for Everything-as-a-Service in the Cloud. DSAA (2016)
Daniel E. Miller, Raj S. Shah, Wencong Zhang, Jaewook Yoo, Jaerock Kwon, David Mayerich, John Keyser, Louise C. Abbott, Yoonsuck Choe
Fast submicrometer-scale imaging of whole zebrafish using the knife-edge scanning microscope. EMBC (2016)
Han Wang, Qinbo Li, Jaewook Yoo, Yoonsuck Choe
Dynamical analysis of recurrent neural circuits in articulated limb controllers for tool use. IJCNN (2016)
Haibo He, Nitesh V. Chawla, Huanhuan Chen, Yoonsuck Choe, Andries P. Engelbrecht, Jaya deva, Lyle N. Long, Ali A. Minai, Feiping Nie, Umut Ozertem, Barak A. Pearlmutter, Ling Shao, Jennie Si, Jochen J. Steil, Brijesh K. Verma, Ding Wang
Editorial IEEE Transactions on Neural Networks and Learning Systems 2016 and Beyond. IEEE Trans. Neural Networks Learn. Syst. 27 (1) (2016)
Michael R. Nowak, Yoonsuck Choe
Learning to distinguish cerebral vasculature data from mechanical chatter in India-ink images acquired using knife-edge scanning microscopy. EMBC (2016)
Michael R. Nowak, Alexander Lozovskiy, Dimitri Dobroskok, Yoonsuck Choe
Knife-edge scanning microscopy for in silico study of cerebral blood flow: From biological imaging data to flow simulations. EMBC (2016)
Yoonsuck Choe, Asim Roy, Haibo He, De-Shuang Huang
Conference Report on 2015 International Joint Conference on Neural Networks (IJCNN 2015) [Conference Reports]. IEEE Comput. Intell. Mag. 11 (1) (2016)
Shashwat Lal Das, John Keyser, Yoonsuck Choe
Random-forest-based automated cell detection in Knife-Edge Scanning Microscope rat Nissl data. IJCNN (2015)
Takashi Yamauchi, Hwaryong Seo, Yoonsuck Choe, Casady Bowman, Kunchen Xiao
Assessing Emotions by Cursor Motions: An Affective Computing Approach. CogSci (2015)
Wencong Zhang, Jaewook Yoo, John Keyser, Louise C. Abbott, Yoonsuck Choe
Real-time detection of imaging errors in the Knife-Edge Scanning Microscope through change detection. ISBI (2015)
Jisung Kim, Yoonsuck Choe, Klaus Mueller
Extracting Clinical Relations in Electronic Health Records Using Enriched Parse Trees. INNS Conference on Big Data (2015)
Qinbo Li, Jaewook Yoo, Yoonsuck Choe
Emergence of tool use in an articulated limb controlled by evolved neural circuits. IJCNN (2015)
Yong Zhang, Peng Li, Yingyezhe Jin, Yoonsuck Choe
A Digital Liquid State Machine With Biologically Inspired Learning and Its Application to Speech Recognition. IEEE Trans. Neural Networks Learn. Syst. 26 (11) (2015)
Jaewook Yoo, Jaerock Kwon, Yoonsuck Choe
Predictable internal brain dynamics in EEG and its relation to conscious states. Frontiers Neurorobotics 8 (2014)
Yingwei Yu, Ricardo Gutierrez-Osuna, Yoonsuck Choe
Context-sensitive intra-class clustering. Pattern Recognit. Lett. 37 (2014)
Jaewook Yoo, Jinho Choi, Yoonsuck Choe
Development of Target Reaching Gesture Map in the Cortex and Its Relation to the Motor Map: A Simulation Study. WSOM (2014)
Michail Maniadakis, Marc Wittmann, Sylvie Droit-Volet, Yoonsuck Choe
Toward embodied artificial cognition: TIME is on my side. Frontiers Neurorobotics 8 (2014)
Chul Sung, Jongwook Woo, Matthew Goodman, Todd Huffman, Yoonsuck Choe
Scalable, incremental learning with MapReduce parallelization for cell detection in high-resolution 3D microscopy data. IJCNN (2013)
Timothy A. Mann, Yunjung Park, Sungmoon Jeong, Minho Lee, Yoonsuck Choe
Autonomous and Interactive Improvement of Binocular Visual Depth Estimation through Sensorimotor Interaction. IEEE Trans. Auton. Ment. Dev. 5 (1) (2013)
Heeyoul Choi, Seungjin Choi, Yoonsuck Choe
Parameter Learning for Alpha Integration. Neural Comput. 25 (6) (2013)
Timothy A. Mann, Yoonsuck Choe
Directed Exploration in Reinforcement Learning with Transferred Knowledge. EWRL (2012)
Jungwoo Ryoo, Yoohwan Kim, Yoonsuck Choe, Bongjun Ko, Taek Jin Kwon
Preface to KOCSEA Special Issue. J. Comput. Sci. Eng. 6 (4) (2012)
Jaerock Kwon, David Mayerich, Yoonsuck Choe
Automated cropping and artifact removal for knife-edge scanning microscopy. ISBI (2011)
Ji Ryang Chung, Chul Sung, David Mayerich, Jaerock Kwon, Daniel E. Miller, Todd Huffman, John Keyser, Louise C. Abbott, Yoonsuck Choe
Multiscale Exploration of Mouse Brain Microstructures Using the Knife-Edge Scanning Microscope Brain Atlas. Frontiers Neuroinformatics 5 (2011)
Yoonsuck Choe, David Mayerich, Jaerock Kwon, Daniel E. Miller, Ji Ryang Chung, Chul Sung, John Keyser, Louise C. Abbott
Knife-edge scanning microscopy for connectomics research. IJCNN (2011)
Huei-Fang Yang, Yoonsuck Choe
An Interactive Editing Framework for Electron Microscopy Image Segmentation. ISVC (1) (2011)
Yoonsuck Choe
Action-Based Autonomous Grounding. Lifelong Learning (2011)
Huei-Fang Yang, Yoonsuck Choe
Ground Truth Estimation by Maximizing Topological Agreements in Electron Microscopy Data. ISVC (1) (2011)
Ji Ryang Chung, Yoonsuck Choe
Emergence of Memory in Reactive Agents Equipped With Environmental Markers. IEEE Trans. Auton. Ment. Dev. 3 (3) (2011)
Timothy A. Mann, Yoonsuck Choe
Scaling Up Reinforcement Learning through Targeted Exploration. AAAI (2011)
David Mayerich, Jaerock Kwon, Aaron Panchal, John Keyser, Yoonsuck Choe
Fast cell detection in high-throughput imagery using GPU-accelerated machine learning. ISBI (2011)
Huei-Fang Yang, Yoonsuck Choe
Electron Microscopy Image Segmentation with Graph Cuts Utilizing Estimated Symmetric Three-Dimensional Shape Prior. ISVC (2) (2010)
Jaerock Kwon, Yoonsuck Choe
Predictive internal neural dynamics for delay compensation. NaBIC (2010)
Heeyoul Choi, Seungjin Choi, Anup Katake, Yoonsuck Choe
Learning alpha-integration with partially-labeled data. ICASSP (2010)
Heeyoul Choi, Seungjin Choi, Anup Katake, Yoonseop Kang, Yoonsuck Choe
Manifold Alpha-Integration. PRICAI (2010)
Heeyoul Choi, Anup Katake, Seungjin Choi, Yoonsuck Choe
Alpha-integration of multiple evidence. ICASSP (2010)
Timothy A. Mann, Yoonsuck Choe
Prenatal to postnatal transfer of motor skills through motor-compatible sensory representations. ICDL (2010)
Huei-Fang Yang, Yoonsuck Choe
Cell Tracking and Segmentation in Electron Microscopy Images Using Graph Cuts. ISBI (2009)
Heeyoul Choi, Anup Katake, Seungjin Choi, Yoonseop Kang, Yoonsuck Choe
Probabilistic Combination of Multiple Evidence. ICONIP (1) (2009)
Donghyeop Han, John Keyser, Yoonsuck Choe
A Local Maximum Intensity Projection Tracing of Vasculature in Knife-Edge Scanning Microscope Volume Data. ISBI (2009)
Ji Ryang Chung, Yoonsuck Choe
Emergence of Memory-like Behavior in Reactive Agents Using External Markers. ICTAI (2009)
Choonseog Park, Yoon Ho Bai, Yoonsuck Choe
Tactile or visual?: Stimulus characteristics determine receptive field type in a self-organizing map model of cortical development. CIMSIVP (2009)
Choonseog Park, Heeyoul Choi, Yoonsuck Choe
Self-Organization of Tactile Receptive Fields: Exploring Their Textural Origin and Their Representational Properties. WSOM (2009)
Jaerock Kwon, Yoonsuck Choe
Facilitating neural dynamics for delay compensation: A road to predictive neural dynamics? Neural Networks 22 (3) (2009)
Donghyeop Han, Heeyoul Choi, Choonseog Park, Yoonsuck Choe
Fast and accurate retinal vasculature tracing and kernel-Isomap-based feature selection. IJCNN (2009)
Ji Ryang Chung, Jaerock Kwon, Yoonsuck Choe
Evolution of recollection and prediction in neural networks. IJCNN (2009)
Huei-Fang Yang, Yoonsuck Choe
3D volume extraction of densely packed cells in EM data stack by forward and backward graph cuts. CIMSIVP (2009)
Heeyoul Choi, Ricardo Gutierrez-Osuna, Seungjin Choi, Yoonsuck Choe
Kernel oriented discriminant analysis for speaker-independent phoneme spaces. ICPR (2008)
Daniel Chern-Yeow Eng, Yoonsuck Choe
Stereo Pseudo 3D Rendering for Web-based Display of Scientific Volumetric Data. VG/PBG@SIGGRAPH (2008)
Bum Soon Jang, Timothy A. Mann, Yoonsuck Choe
Effects of Varying the Delay Distribution in Random, Scale-free, and Small-world Networks. GrC (2008)
Yingwei Yu, Yoonsuck Choe
Neural model of disinhibitory interactions in the modified Poggendorff illusion. Biol. Cybern. 98 (1) (2008)
Jaerock Kwon, David Mayerich, Yoonsuck Choe, Bruce H. McCormick
Automated lateral sectioning for Knife-Edge Scanning Microscopy. ISBI (2008)
Hao Xiong, Yoonsuck Choe
Dynamical pathway analysis. BMC Syst. Biol. 2 (2008)
Heejin Lim, Yoonsuck Choe
Extrapolative Delay Compensation Through Facilitating Synapses and Its Relation to the Flash-Lag Effect. IEEE Trans. Neural Networks 19 (10) (2008)
Heeyoul Choi, Seungjin Choi, Yoonsuck Choe
Manifold Integration with Markov Random Walks. AAAI (2008)
Hao Xiong, Yoonsuck Choe
Structural systems identification of genetic regulatory networks. Bioinform. 24 (4) (2008)
Yoon Ho Bai, Choonseog Park, Yoonsuck Choe
Relative advantage of touch over vision in the exploration of texture. ICPR (2008)
Yoonsuck Choe, Huei-Fang Yang, Daniel Chern-Yeow Eng
Autonomous Learning of the Semantics of Internal Sensory States Based on Motor Exploration. Int. J. Humanoid Robotics 4 (2) (2007)
Jaerock Kwon, Yoonsuck Choe
Enhanced Facilitatory Neuronal Dynamics for Delay Compensation. IJCNN (2007)
Hao Xiong, Yoonsuck Choe
Constrained Estimation of Genetic Networks. BIOCOMP (2007)
Sejong Oh, Yoonsuck Choe
Segmentation of textures defined on flat vs. layered surfaces using neural networks: Comparison of 2D vs. 3D representations. Neurocomputing 70 (13-15) (2007)

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Publication Activity (10 Years)

Top Topics

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Yoonsuck Choe