Taehyeon Kim

Byung-Cheol Min

CoRR, 2024

Non-linear Fusion in Federated Learning: A Hypernetwork Approach to Federated Domain Generalization.

[BibT_eX]

[DOI]

CoRR, 2024

Revisiting Early-Learning Regularization When Federated Learning Meets Noisy Labels.

[BibT_eX]

[DOI]

Donggyu Kim

CoRR, 2024

An Analysis of 32-Gb/s and Full-Rate Phase Interpolator based Clock and Data Recovery.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Electronics, Information, and Communication, 2024

Leveraging Normalization Layer in Adapters with Progressive Learning and Adaptive Distillation for Cross-Domain Few-Shot Learning.

[BibT_eX]

[DOI]

Yongjin Yang

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Optimization of Random Telegraph Noise Characteristics in Memristor for True Random Number Generator.

[BibT_eX]

[DOI]

Adv. Intell. Syst., May, 2023

Memristor Crossbar Circuit for Ternary Content-Addressable Memory with Fine-Tuning Operation.

[BibT_eX]

[DOI]

Adv. Intell. Syst., March, 2023

Distort, Distract, Decode: Instruction-Tuned Model Can Refine its Response from Noisy Instructions.

[BibT_eX]

[DOI]

CoRR, 2023

DynaCon: Dynamic Robot Planner with Contextual Awareness via LLMs.

[BibT_eX]

[DOI]

Gyeongmin Kim

Vishnunandan L. N. Venkatesh

Shyam Sundar Kannan

Donghan Kim

Byung-Cheol Min

CoRR, 2023

Navigating Data Heterogeneity in Federated Learning: A Semi-Supervised Approach for Object Detection.

[BibT_eX]

[DOI]

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

Deep Lane Detection Based on Kullback-Leibler Divergence.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Symposium on Communications and Information Technologies, 2023

Efficient Human Computer Interaction Pipeline for Mobile Devices.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Symposium on Communications and Information Technologies, 2023

Depth-Aware Feature Pyramid Network for Semantic Segmentation.

[BibT_eX]

[DOI]

Kyung-Taek Lee

Proceedings of the Fourteenth International Conference on Ubiquitous and Future Networks, 2023

CLIMB: Computational Lane Identification using Multi-Objective Bayesian Optimization.

[BibT_eX]

[DOI]

Kyungtaek Lee

Proceedings of the 14th International Conference on Information and Communication Technology Convergence, 2023

Digital Human Interaction Based on Mono Camera for Digital Twin.

[BibT_eX]

[DOI]

Myeongseop Kim

Kyung-Taek Lee

Proceedings of the 14th International Conference on Information and Communication Technology Convergence, 2023

Multi-Head Convolutional Neural Network Compression based on High-Order Principal Component Analysis.

[BibT_eX]

[DOI]

Youjeong Na

Proceedings of the International Conference on Electronics, Information, and Communication, 2023

WiFi's Unspoken Tales: Deep Neural Network Decodes Human Behavior from Channel State Information.

[BibT_eX]

[DOI]

Myeongseop Kim

Proceedings of the IEEE/ACM 10th International Conference on Big Data Computing, 2023

Bridging Real and Virtual: Human Digital Twin Strategies for Workspaces.

[BibT_eX]

[DOI]

Myeongseop Kim

Proceedings of the IEEE/ACM 10th International Conference on Big Data Computing, 2023

2022

Navigation Path Based Universal Mobile Manipulator Integrated Controller (NUMMIC).

[BibT_eX]

[DOI]

Sensors, 2022

Region-Conditioned Orthogonal 3D U-Net for Weather4Cast Competition.

[BibT_eX]

[DOI]

CoRR, 2022

Benchmark Dataset for Precipitation Forecasting by Post-Processing the Numerical Weather Prediction.

[BibT_eX]

[DOI]

CoRR, 2022

Revisiting Architecture-aware Knowledge Distillation: Smaller Models and Faster Search.

[BibT_eX]

[DOI]

Heesoo Myeong

CoRR, 2022

Supernet Training for Federated Image Classification under System Heterogeneity.

[BibT_eX]

[DOI]

CoRR, 2022

SuperNet in Neural Architecture Search: A Taxonomic Survey.

[BibT_eX]

[DOI]

CoRR, 2022

Mold into a Graph: Efficient Bayesian Optimization over Mixed-Spaces.

[BibT_eX]

[DOI]

Jaeyeon Ahn

Seyoung Yun

CoRR, 2022

4-bit Multilevel Operation in Overshoot Suppressed Al2O3/TiOx Resistive Random-Access Memory Crossbar Array.

[BibT_eX]

[DOI]

Adv. Intell. Syst., 2022

Revisiting Orthogonality Regularization: A Study for Convolutional Neural Networks in Image Classification.

[BibT_eX]

[DOI]

IEEE Access, 2022

A Novel Shape Based Plant Growth Prediction Algorithm Using Deep Learning and Spatial Transformation.

[BibT_eX]

[DOI]

Sang-Ho Lee

Jong-Ok Kim

IEEE Access, 2022

Automated Filter Pruning Based on High-Dimensional Bayesian Optimization.

[BibT_eX]

[DOI]

Heungjun Choi

IEEE Access, 2022

Shape Based Deep Estimation of Future Plant Images.

[BibT_eX]

[DOI]

IEEE Access, 2022

Improvement of Door Recognition Algorithm using Lidar and RGB-D camera for Mobile Manipulator.

[BibT_eX]

[DOI]

Proceedings of the IEEE Sensors Applications Symposium, 2022

Plant Growth Prediction Based on Hierarchical Auto-encoder.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Electronics, Information, and Communication, 2022

Efficient Perceptual Loss based on Low-rank Tucker Decomposition.

[BibT_eX]

[DOI]

Heungjun Choi

Proceedings of the International Conference on Electronics, Information, and Communication, 2022

2021

Compensation of a Second Harmonic Wave Included in an Incident Ultrasonic Wave for the Precise Measurement of the Acoustic Nonlinearity Parameter.

[BibT_eX]

[DOI]

Sensors, 2021

Selected Bit-Line Current PUF: Implementation of Hardware Security Primitive Based on a Memristor Crossbar Array.

[BibT_eX]

[DOI]

IEEE Access, 2021

Fast Circulant Tensor Power Method for High-Order Principal Component Analysis.

[BibT_eX]

[DOI]

IEEE Access, 2021

FINE Samples for Learning with Noisy Labels.

[BibT_eX]

[DOI]

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

Weather4cast at NeurIPS 2022: Super-Resolution Rain Movie Prediction under Spatio-temporal Shifts.

[BibT_eX]

[DOI]

Proceedings of the NeurIPS 2022 Competition Track, 2021

Comparing Kullback-Leibler Divergence and Mean Squared Error Loss in Knowledge Distillation.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Simultaneous control algorithm for mobile manipulator using MMPPE.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Electronics, Information, and Communication, 2021

2020

Adaptive Local Bayesian Optimization Over Multiple Discrete Variables.

[BibT_eX]

[DOI]

CoRR, 2020

Accurate and Fast Federated Learning via Combinatorial Multi-Armed Bandits.

[BibT_eX]

[DOI]

CoRR, 2020

Zinc Tin Oxide Synaptic Device for Neuromorphic Engineering.

[BibT_eX]

[DOI]

IEEE Access, 2020

Bayesian Optimization-Based Global Optimal Rank Selection for Compression of Convolutional Neural Networks.

[BibT_eX]

[DOI]

Jieun Lee

IEEE Access, 2020

Insertion of Ag Layer in TiN/SiN<sub>x</sub>/TiN RRAM and Its Effect on Filament Formation Modeled by Monte Carlo Simulation.

[BibT_eX]

[DOI]

IEEE Access, 2020

2019

Efficient Model for Image Classification With Regularization Tricks.

[BibT_eX]

[DOI]

Jonghyup Kim

Seyoung Yun

Proceedings of the NeurIPS 2019 Competition and Demonstration Track, 2019

Tensor Train Decomposition for Efficient Memory Saving in Perceptual Feature-Maps.

[BibT_eX]

[DOI]

Jieun Lee

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

2018

Real-time Background Subtraction via L1 Norm Tensor Decomposition.

[BibT_eX]

[DOI]