Seongsik Park

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 38

Top Topics

Expression Recognition

Multiple Relations

Biologically Inspired

Top Venues

Publications

Dongyeon Woo, Gichang Noh, Eunpyo Park, Min Jee Kim, Dae Kyu Lee, Yong Woo Sung, Jaewook Kim, Yeonjoo Jeong, Jongkil Park, Seongsik Park, Hyun Jae Jang, Nakwon Choi, Yooyeon Jo, Joon Young Kwak
Implementation of two-step gradual reset scheme for enhancing state uniformity of 2D hBN-based memristors for image processing. Neuromorph. Comput. Eng. 4 (3) (2024)
Chaerin Hong, Seongsik Park, Keehoon Kim
sEMG-Based Gesture Recognition Using Temporal History. IEEE Trans. Biomed. Eng. 70 (9) (2023)
Jiyong Moon, Seongsik Park
SimFLE: Simple Facial Landmark Encoding for Self-Supervised Facial Expression Recognition in the Wild. CoRR (2023)
Jiyong Moon, Junseok Lee, Yunju Lee, Seongsik Park
M2Former: Multi-Scale Patch Selection for Fine-Grained Visual Recognition. CoRR (2023)
Geunyeong Jeong, Mirae Han, Seulgi Kim, Yejin Lee, Joosang Lee, Seongsik Park, Harksoo Kim
Improving Text-to-SQL with a Hybrid Decoding Method. Entropy 25 (3) (2023)
Jaewook Lee, Seongsik Park, Seong-Heum Park, Hongjin Kim, Harksoo Kim
A Framework for Vision-Language Warm-up Tasks in Multimodal Dialogue Models. EMNLP (2023)
Seongsik Park, Jeonghee Jo, Jongkil Park, Yeonjoo Jeong, Jaewook Kim, Suyoun Lee, Joon Young Kwak, Inho Kim, Jong-Keuk Park, Kyeong Seok Lee, Gye Weon Hwang, Hyun Jae Jang
Gradient Scaling on Deep Spiking Neural Networks with Spike-Dependent Local Information. CoRR (2023)
Jongwan Kim, Dongjin Lee, Byunggook Na, Seongsik Park, Jeonghee Jo, Sungroh Yoon
E2V-SDE: From Asynchronous Events to Fast and Continuous Video Reconstruction via Neural Stochastic Differential Equations. CoRR (2022)
Byunggook Na, Jisoo Mok, Seongsik Park, Dongjin Lee, Hyeokjun Choe, Sungroh Yoon
AutoSNN: Towards Energy-Efficient Spiking Neural Networks. ICML (2022)
Seongsik Park, Dongkeun Yoon, Harksoo Kim
Improving Graph-based Document-Level Relation Extraction Model with Novel Graph Structure. CIKM (2022)
Byunggook Na, Jisoo Mok, Seongsik Park, Dongjin Lee, Hyeokjun Choe, Sungroh Yoon
AutoSNN: Towards Energy-Efficient Spiking Neural Networks. CoRR (2022)
Seongsik Park, Dongjin Lee, Sungroh Yoon
Noise-Robust Deep Spiking Neural Networks with Temporal Information. CoRR (2021)
Byunggook Na, Jaehee Jang, Seongsik Park, Sei Joon Kim, Joonoo Kim, Moon-Sik Jeong, Kwang-Choon Kim, Seon Heo, Yoonsang Kim, Sungroh Yoon
Scalable Smartphone Cluster for Deep Learning. CoRR (2021)
Seongsik Park, Dongjin Lee, Sungroh Yoon
Noise-Robust Deep Spiking Neural Networks with Temporal Information. DAC (2021)
Dongjin Lee, Seongsik Park, Jongwan Kim, Wuhyeong Doh, Sungroh Yoon
Energy-efficient Knowledge Distillation for Spiking Neural Networks. CoRR (2021)
Seongsik Park, Harksoo Kim
Dual Pointer Network for Fast Extraction of Multiple Relations in a Sentence. CoRR (2021)
Seongsik Park, Jaehee Jang, Sei Joon Kim, Byunggook Na, Sungroh Yoon
Memory-Augmented Neural Networks on FPGA for Real-Time and Energy-Efficient Question Answering. IEEE Trans. Very Large Scale Integr. Syst. 29 (1) (2021)
Sei Joon Kim, Seongsik Park, Byunggook Na, Jongwan Kim, Sungroh Yoon
Towards Fast and Accurate Object Detection in Bio-Inspired Spiking Neural Networks Through Bayesian Optimization. IEEE Access 9 (2021)
Seongsik Park, Harksoo Kim
Improving Sentence-Level Relation Extraction through Curriculum Learning. CoRR (2021)
Seongsik Park, Sungroh Yoon
Training Energy-Efficient Deep Spiking Neural Networks with Time-to-First-Spike Coding. CoRR (2021)
Seongsik Park, Sei Joon Kim, Byunggook Na, Sungroh Yoon
T2FSNN: Deep Spiking Neural Networks with Time-to-first-spike Coding. CoRR (2020)
Seongsik Park, Sei Joon Kim, Byunggook Na, Sungroh Yoon
T2FSNN: Deep Spiking Neural Networks with Time-to-first-spike Coding. DAC (2020)
Sei Joon Kim, Seongsik Park, Byunggook Na, Sungroh Yoon
Spiking-YOLO: Spiking Neural Network for Energy-Efficient Object Detection. AAAI (2020)
Seongsik Park, Jongwan Kim, Sungroh Yoon
Energy-aware Placement for SRAM-NVM Hybrid FPGAs. DATE (2020)
Seongsik Park, Wan Kyun Chung, Keehoon Kim
Training-Free Bayesian Self-Adaptive Classification for sEMG Pattern Recognition Including Motion Transition. IEEE Trans. Biomed. Eng. 67 (6) (2020)
Seongsik Park, Woongyong Lee, Wan Kyun Chung, Keehoon Kim
Programming by Demonstration Using the Teleimpedance Control Scheme: Verification by an sEMG-Controlled Ball-Trapping Robot. IEEE Trans. Ind. Informatics 15 (2) (2019)
Seongsik Park, Donghyeon Lee, Wan Kyun Chung, Keehoon Kim
Hierarchical Motion Segmentation Through sEMG for Continuous Lower Limb Motions. IEEE Robotics Autom. Lett. 4 (4) (2019)
Seongsik Park, Jaehee Jang, Sei Joon Kim, Sungroh Yoon
Energy-Efficient Inference Accelerator for Memory-Augmented Neural Networks on an FPGA. DATE (2019)
Sei Joon Kim, Seongsik Park, Byunggook Na, Sungroh Yoon
Spiking-YOLO: Spiking Neural Network for Real-time Object Detection. CoRR (2019)
Seongsik Park, Sei Joon Kim, Hyeokjun Choe, Sungroh Yoon
Fast and Efficient Information Transmission with Burst Spikes in Deep Spiking Neural Networks. DAC (2019)
Seongsik Park, Jaehee Jang, Sei Joon Kim, Sungroh Yoon
Streaming MANN: A Streaming-Based Inference for Energy-Efficient Memory-Augmented Neural Networks. CoRR (2018)
Seil Lee, Hanjoo Kim, Seongsik Park, Sei Joon Kim, Hyeokjun Choe, Sungroh Yoon
CloudSocket: Fine-Grained Power Sensing System for Datacenters. IEEE Access 6 (2018)
Seongsik Park, Sei Joon Kim, Hyeokjun Choe, Sungroh Yoon
Fast and Efficient Information Transmission with Burst Spikes in Deep Spiking Neural Networks. CoRR (2018)
Seongsik Park, Sei Joon Kim, Seil Lee, Ho Bae, Sungroh Yoon
Quantized Memory-Augmented Neural Networks. AAAI (2018)
Seongsik Park, Sei Joon Kim, Seil Lee, Ho Bae, Sungroh Yoon
Quantized Memory-Augmented Neural Networks. CoRR (2017)
Hyeokjun Choe, Seil Lee, Seongsik Park, Sei Joon Kim, Eui-Young Chung, Sungroh Yoon
Near-Data Processing for Machine Learning. CoRR (2016)
Seongsik Park, Sang-gil Lee, Hyunha Nam, Sungroh Yoon
An Efficient Approach to Boosting Performance of Deep Spiking Network Training. CoRR (2016)
Seil Lee, Hanjoo Kim, Seongsik Park, Sei Joon Kim, Hyeokjun Choe, Chang-Sung Jeong, Sungroh Yoon
CloudSocket: Smart grid platform for datacenters. ICCD (2016)
Kyuseung Han, Seongsik Park, Kiyoung Choi
State-based full predication for low power coarse-grained reconfigurable architecture. DATE (2012)