Chankyu Lee

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 20

Top Topics

Network Architecture

Biologically Plausible

Top Venues

IEEE Trans. Circuits Syst. I Regul. Pap.

IEEE Trans. Cogn. Dev. Syst.

Publications

Chankyu Lee, Rajarshi Roy, Mengyao Xu, Jonathan Raiman, Mohammad Shoeybi, Bryan Catanzaro, Wei Ping
NV-Embed: Improved Techniques for Training LLMs as Generalist Embedding Models. CoRR (2024)
Zihan Liu, Wei Ping, Rajarshi Roy, Peng Xu, Chankyu Lee, Mohammad Shoeybi, Bryan Catanzaro
ChatQA: Building GPT-4 Level Conversational QA Models. CoRR (2024)
Chankyu Lee, Adarsh Kumar Kosta, Kaushik Roy
Fusion-FlowNet: Energy-Efficient Optical Flow Estimation using Sensor Fusion and Deep Fused Spiking-Analog Network Architectures. ICRA (2022)
Youngja Nam, Chankyu Lee
Chung-Ang Auditory Database of Korean Emotional Speech: A Validated Set of Vocal Expressions With Different Intensities. IEEE Access 10 (2022)
Chankyu Lee, Adarsh Kumar Kosta, Kaushik Roy
Fusion-FlowNet: Energy-Efficient Optical Flow Estimation using Sensor Fusion and Deep Fused Spiking-Analog Network Architectures. CoRR (2021)
Nitin Rathi, Amogh Agrawal, Chankyu Lee, Adarsh Kumar Kosta, Kaushik Roy
Exploring Spike-Based Learning for Neuromorphic Computing: Prospects and Perspectives. DATE (2021)
Kenneth Chaney, Artemis Panagopoulou, Chankyu Lee, Kaushik Roy, Kostas Daniilidis
Self-Supervised Optical Flow with Spiking Neural Networks and Event Based Cameras. IROS (2021)
Youngja Nam, Chankyu Lee
Cascaded Convolutional Neural Network Architecture for Speech Emotion Recognition in Noisy Conditions. Sensors 21 (13) (2021)
Sayeed Shafayet Chowdhury, Chankyu Lee, Kaushik Roy
Towards understanding the effect of leak in Spiking Neural Networks. Neurocomputing 464 (2021)
Sayeed Shafayet Chowdhury, Chankyu Lee, Kaushik Roy
Towards Understanding the Effect of Leak in Spiking Neural Networks. CoRR (2020)
Chankyu Lee, Adarsh Kosta, Alex Zihao Zhu, Kenneth Chaney, Kostas Daniilidis, Kaushik Roy
Spike-FlowNet: Event-Based Optical Flow Estimation with Energy-Efficient Hybrid Neural Networks. ECCV (29) (2020)
Gopalakrishnan Srinivasan, Chankyu Lee, Abhronil Sengupta, Priyadarshini Panda, Syed Shakib Sarwar, Kaushik Roy
Training Deep Spiking Neural Networks for Energy-Efficient Neuromorphic Computing. ICASSP (2020)
Chankyu Lee, Adarsh Kosta, Alex Zihao Zhu, Kenneth Chaney, Kostas Daniilidis, Kaushik Roy
Spike-FlowNet: Event-based Optical Flow Estimation with Energy-Efficient Hybrid Neural Networks. CoRR (2020)
Saima Sharmin, Priyadarshini Panda, Syed Shakib Sarwar, Chankyu Lee, Wachirawit Ponghiran, Kaushik Roy
A Comprehensive Analysis on Adversarial Robustness of Spiking Neural Networks. IJCNN (2019)
Chankyu Lee, Gopalakrishnan Srinivasan, Priyadarshini Panda, Kaushik Roy
Deep Spiking Convolutional Neural Network Trained With Unsupervised Spike-Timing-Dependent Plasticity. IEEE Trans. Cogn. Dev. Syst. 11 (3) (2019)
Chankyu Lee, Syed Shakib Sarwar, Kaushik Roy
Enabling Spike-based Backpropagation in State-of-the-art Deep Neural Network Architectures. CoRR (2019)
Saima Sharmin, Priyadarshini Panda, Syed Shakib Sarwar, Chankyu Lee, Wachirawit Ponghiran, Kaushik Roy
A Comprehensive Analysis on Adversarial Robustness of Spiking Neural Networks. CoRR (2019)
Amogh Agrawal, Chankyu Lee, Kaushik Roy
X-CHANGR: Changing Memristive Crossbar Mapping for Mitigating Line-Resistance Induced Accuracy Degradation in Deep Neural Networks. CoRR (2019)
Amogh Agrawal, Akhilesh Jaiswal, Chankyu Lee, Kaushik Roy
X-SRAM: Enabling In-Memory Boolean Computations in CMOS Static Random Access Memories. IEEE Trans. Circuits Syst. I Regul. Pap. (12) (2018)
Sanghyun Hong, Chankyu Lee, Francesco Borrelli, J. Karl Hedrick
A Novel Approach for Vehicle Inertial Parameter Identification Using a Dual Kalman Filter. IEEE Trans. Intell. Transp. Syst. 16 (1) (2015)
Changchun Liu, Andrew Gray, Chankyu Lee, J. Karl Hedrick, Jiluan Pan
Nonlinear stochastic predictive control with unscented transformation for semi-autonomous vehicles. ACC (2014)