Minkyu Choi

According to our database, Minkyu Choi authored at least 28 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Human Eyes-Inspired Recurrent Neural Networks Are More Robust Against Adversarial Noises.

Minkyu Choi, Yizhen Zhang, Kuan Han, Xiaokai Wang, Zhongming Liu

Neural Comput., 2024

Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification.

S. P. Sharan, Minkyu Choi, Sahil Shah, Harsh Goel, Mohammad Omama, Sandeep Chinchali

CoRR, 2024

Unfolding Videos Dynamics via Taylor Expansion.

Siyi Chen, Minkyu Choi, Zesen Zhao, Kuan Han, Qing Qu, Zhongming Liu

CoRR, 2024

Temporal and Semantic Evaluation Metrics for Foundation Models in Post-Hoc Analysis of Robotic Sub-tasks.

Jonathan Salfity, Selma Wanna, Minkyu Choi, Mitch Pryor

CoRR, 2024

Neuro-Symbolic Video Search.

Minkyu Choi, Harsh Goel, Mohammad Omama, Yunhao Yang, Sahil Shah, Sandeep Chinchali

CoRR, 2024

PEERNet: An End-to-End Profiling Tool for Real-Time Networked Robotic Systems.

Aditya Narayanan, Pranav Kasibhatla, Minkyu Choi, Po-han Li, Ruihan Zhao, Sandeep Chinchali

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2024

Towards Neuro-Symbolic Video Understanding.

Minkyu Choi, Harsh Goel, Mohammad Omama, Yunhao Yang, Sahil Shah, Sandeep Chinchali

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

Diffeomorphic Surface Modeling for MRI-Based Characterization of Gastric Anatomy and Motility.

Xiaokai Wang, Jiayue Cao, Kuan Han, Minkyu Choi, Yushi She, Ulrich M. Scheven, Recep Avci, Peng Du, Leo K. Cheng, Madeleine R. Di Natale, John B. Furness, Zhongming Liu

IEEE Trans. Biomed. Eng., July, 2023

Development of Hardware-in-the-Loop Simulation for CubeSat Platform: Focusing on Magnetometer and Magnetorquer.

Hanjoon Shim, O.-Jong Kim, Minhuck Park, Minkyu Choi, Changdon Kee

IEEE Access, 2023

A Dual-Stream Neural Network Explains the Functional Segregation of Dorsal and Ventral Visual Pathways in Human Brains.

Minkyu Choi, Kuan Han, Xiaokai Wang, Yizhen Zhang, Zhongming Liu

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Multi-Agent Reinforcement Learning with Epistemic Priors.

Thayne T. Walker, Jaime S. Ide, Minkyu Choi, Michael J. Guarino, Kevin Alcedo

Proceedings of the 9th International Conference on Control, 2023

2021

Representation learning of resting state fMRI with variational autoencoder.

Jung-Hoon Kim, Yizhen Zhang, Kuan Han, Zheyu Wen, Minkyu Choi, Zhongming Liu

NeuroImage, 2021

Explainable Semantic Space by Grounding Language to Vision with Cross-Modal Contrastive Learning.

Yizhen Zhang, Minkyu Choi, Kuan Han, Zhongming Liu

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Dealing With Large-Scale Spatio-Temporal Patterns in Imitative Interaction Between a Robot and a Human by Using the Predictive Coding Framework.

Jungsik Hwang, Jinhyung Kim, Ahmadreza Ahmadi, Minkyu Choi, Jun Tani

IEEE Trans. Syst. Man Cybern. Syst., 2020

2018

Entropy-based system assessment metric for determining architecture's robustness to different stakeholder perspectives.

Jaemyung Ahn, Minkyu Choi, Eun Suk Suh

Syst. Eng., 2018

Predictive Coding for Dynamic Visual Processing: Development of Functional Hierarchy in a Multiple Spatiotemporal Scales RNN Model.

Minkyu Choi, Jun Tani

Neural Comput., 2018

Generating goal-directed visuomotor plans based on learning using a predictive coding type deep visuomotor recurrent neural network model.

Minkyu Choi, Takazumi Matsumoto, Minju Jung, Jun Tani

CoRR, 2018

2017

Predictive Coding for Dynamic Visual Processing: Development of Functional Hierarchy in a Multiple Spatio-Temporal Scales RNN Model.

Minkyu Choi, Jun Tani

CoRR, 2017

Karaoke Entertainment Character Based on User Behavior Recognition.

Minkyu Choi, Junichi Hoshino

Proceedings of the Entertainment Computing - ICEC 2017, 2017

Predictive coding for dynamic vision: Development of functional hierarchy in a multiple spatio-temporal scales RNN model.

Minkyu Choi, Jun Tani

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Predictive coding-based deep dynamic neural network for visuomotor learning.

Jungsik Hwang, Jinhyung Kim, Ahmadreza Ahmadi, Minkyu Choi, Jun Tani

Proceedings of the 2017 Joint IEEE International Conference on Development and Learning and Epigenetic Robotics, 2017

2015

Achieving "synergy" in cognitive behavior of humanoids via deep learning of dynamic visuo-motor-attentional coordination.

Jungsik Hwang, Minju Jung, Naveen Madapana, Jinhyung Kim, Minkyu Choi, Jun Tani

Proceedings of the 15th IEEE-RAS International Conference on Humanoid Robots, 2015

2013

Garden agua: three-dimensional tangible display enabled by arranged water jet.

Wenjun Guo, Sang-Ung Yi, Minkyu Choi, Seungha Yoo, Kyungwon Lee

Proceedings of the SIGGRAPH Asia 2013, 2013

2012

Secure Contents Design and Implement of Smart Home Management System in OISCS.

Minkyu Choi, Goreti Marreiros, Myunggwon Hwang, Zita A. Vale, Hoon Ko

Proceedings of the Future Generation Information Technology - 4th International Conference, 2012

2010

Hybridization of GA and ANN to Solve Graph Coloring.

Timir Maitra, Anindya Jyoti Pal, Minkyu Choi, Tai-Hoon Kim

Proceedings of the Security-Enriched Urban Computing and Smart Grid, 2010

Directed Graph Pattern Synthesis in LSB Technique on Video Steganography.

Debnath Bhattacharyya, Arup Kumar Bhaumik, Minkyu Choi, Tai-Hoon Kim

Proceedings of the Advances in Computer Science and Information Technology, 2010

2009

Scheduling Algorithm for Beacon Safety Message Dissemination in Vehicular Ad-Hoc Networks.

Vahid Sadatpour, Mahmood Fathy, Saleh Yousefi, Amir Masoud Rahmani, Eun-suk Cho, Minkyu Choi

Proceedings of the Communication and Networking, 2009

Research on Critical Infrastructures and Critical Information Infrastructures.

Feruza Sattarova Yusufovna, Farkhod Alisherov Alisherovich, Minkyu Choi, Eun-suk Cho, Furkhat Tadjibayev Abdurashidovich, Tai-Hoon Kim

Proceedings of the 2009 Symposium on Bio-inspired Learning and Intelligent Systems for Security, 2009