Chankyu Lee

Orcid: 0000-0002-6933-7459

According to our database1, Chankyu Lee authored at least 17 papers between 2014 and 2024.

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Bibliography

2024
NV-Embed: Improved Techniques for Training LLMs as Generalist Embedding Models.
CoRR, 2024

ChatQA: Building GPT-4 Level Conversational QA Models.
CoRR, 2024

2022
Chung-Ang Auditory Database of Korean Emotional Speech: A Validated Set of Vocal Expressions With Different Intensities.
IEEE Access, 2022

Fusion-FlowNet: Energy-Efficient Optical Flow Estimation using Sensor Fusion and Deep Fused Spiking-Analog Network Architectures.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022

2021
Cascaded Convolutional Neural Network Architecture for Speech Emotion Recognition in Noisy Conditions.
Sensors, 2021

Towards understanding the effect of leak in Spiking Neural Networks.
Neurocomputing, 2021

Self-Supervised Optical Flow with Spiking Neural Networks and Event Based Cameras.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

Exploring Spike-Based Learning for Neuromorphic Computing: Prospects and Perspectives.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

2020
Training Deep Spiking Neural Networks for Energy-Efficient Neuromorphic Computing.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Spike-FlowNet: Event-Based Optical Flow Estimation with Energy-Efficient Hybrid Neural Networks.
Proceedings of the Computer Vision - ECCV 2020, 2020

2019
Deep Spiking Convolutional Neural Network Trained With Unsupervised Spike-Timing-Dependent Plasticity.
IEEE Trans. Cogn. Dev. Syst., 2019

X-CHANGR: Changing Memristive Crossbar Mapping for Mitigating Line-Resistance Induced Accuracy Degradation in Deep Neural Networks.
CoRR, 2019

Enabling Spike-based Backpropagation in State-of-the-art Deep Neural Network Architectures.
CoRR, 2019

A Comprehensive Analysis on Adversarial Robustness of Spiking Neural Networks.
Proceedings of the International Joint Conference on Neural Networks, 2019

2018
X-SRAM: Enabling In-Memory Boolean Computations in CMOS Static Random Access Memories.
IEEE Trans. Circuits Syst. I Regul. Pap., 2018

2015
A Novel Approach for Vehicle Inertial Parameter Identification Using a Dual Kalman Filter.
IEEE Trans. Intell. Transp. Syst., 2015

2014
Nonlinear stochastic predictive control with unscented transformation for semi-autonomous vehicles.
Proceedings of the American Control Conference, 2014


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