Youngbin Kim

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 43

Top Topics

Weakly Supervised Learning

Top Venues

Expert Syst. Appl.

ACM Trans. Embed. Comput. Syst.

Publications

Pilseo Park, Soojin Jang, Yunsung Cho, Youngbin Kim
SAM: cross-modal semantic alignments module for image-text retrieval. Multim. Tools Appl. 83 (4) (2024)
Seunguk Yu, Sangmin Song, Youngbin Kim
Rational Text Augmentation Method with Korean Misspellings. ICCE (2024)
Jong-Hyun Kim, Jung Lee, Youngbin Kim
Motion Generation and Analyzing the User's Arm Muscles via Leap Motion and Its Data-Driven Representations. IEEE Access 12 (2024)
Juhwan Choi, Kyohoon Jin, Junho Lee, Sangmin Song, Youngbin Kim
AutoAugment Is What You Need: Enhancing Rule-based Augmentation Methods in Low-resource Regimes. CoRR (2024)
Jungmin Yun, Mihyeon Kim, Youngbin Kim
Focus on the Core: Efficient Attention via Pruned Token Compression for Document Classification. CoRR (2024)
Jaehun Yang, Eunju Lee, Junehyoung Kwon, Dongmin Lee, Youngbin Kim, Chansik Park, Do-Yeop Lee
A Weakly Supervised Learning Framework Utilizing Enhanced Class Activation Map for Object Detection in Construction Sites. IEEE Access 12 (2024)
Jong-Hyun Kim, Youngbin Kim
Depth-of-Field Region Detection and Recognition From a Single Image Using Adaptively Sampled Learning Representation. IEEE Access 12 (2024)
Kyohoon Jin, Junho Lee, Juhwan Choi, Sangmin Song, Youngbin Kim
Enhancing Effectiveness and Robustness in a Low-Resource Regime via Decision-Boundary-aware Data Augmentation. CoRR (2024)
Seunguk Yu, Juhwan Choi, Youngbin Kim
Don't be a Fool: Pooling Strategies in Offensive Language Detection from User-Intended Adversarial Attacks. CoRR (2024)
Kyohoon Jin, Junho Lee, Juhwan Choi, Sangmin Song, Youngbin Kim
Enhancing Effectiveness and Robustness in a Low-Resource Regime via Decision-Boundary-aware Data Augmentation. LREC/COLING (2024)
Kyeongpil Kang, Kyohoon Jin, Soojin Jang, Jaegul Choo, Youngbin Kim
See, caption, cluster: Large-scale image analysis using captioning and topic modeling. Expert Syst. Appl. 237 (Part B) (2024)
Youngbin Kim, Yoojin Lim, Chaedeok Lim
LACT: Liveness-Aware Checkpointing to reduce checkpoint overheads in intermittent systems. J. Syst. Archit. 153 (2024)
Juhwan Choi, Kyohoon Jin, Junho Lee, Sangmin Song, Youngbin Kim
SoftEDA: Rethinking Rule-Based Data Augmentation with Soft Labels. CoRR (2024)
Jihyun Kim, Junehyoung Kwon, Mihyeon Kim, Eunju Lee, Youngbin Kim
Enhancing Noisy Label Facial Expression Recognition With Split and Merge Consistency Regularization. IEEE Access 11 (2023)
Mohsen Karimi, Yidi Wang, Youngbin Kim, Yoojin Lim, Hyoseung Kim
CARTOS: A Charging-Aware Real-Time Operating System for Intermittent Batteryless Devices. CoRR (2023)
Heesun Jung, Bokyung Kwon, Youngbin Kim, Yejin Lee, Jihyeon Park, Griffin Pegg, Yaqin Mia Wang, Anthony H. Smith
A Deep Learning-Based Coyote Detection System Using Audio Data. ICAIIC (2023)
Bokyung Kwon, Youngbin Kim, Hyukjoon Lee
A Data Augmentation Approach to 28GHz Path Loss Modeling Using CNNs. ICAIIC (2023)
Jooweon Choi, Shiyong Yoo, Xiao Zhou, Youngbin Kim
Hybrid Information Mixing Module for Stock Movement Prediction. IEEE Access 11 (2023)
JaeWon Kim, Kyohoon Jin, Soojin Jang, Shinjin Kang, Youngbin Kim
Game effect sprite generation with minimal data via conditional GAN. Expert Syst. Appl. 211 (2023)
Jiwoo Kim, Youngbin Kim, Ilwoong Baek, JinYeong Bak, Jongwuk Lee
It Ain't Over: A Multi-aspect Diverse Math Word Problem Dataset. EMNLP (2023)
Youngbin Kim, Yoojin Lim, Chaedeok Lim
Liveness-Aware Checkpointing of Arrays for Efficient Intermittent Computing. DATE (2023)
Jungmin Yun, Mihyeon Kim, Youngbin Kim
Focus on the Core: Efficient Attention via Pruned Token Compression for Document Classification. EMNLP (Findings) (2023)
Yunsung Cho, Jungmin Yun, Junehyoung Kwon, Youngbin Kim
Domain-Adaptive Vision Transformers for Generalizing Across Visual Domains. IEEE Access 11 (2023)
Bilan Gao, Youngbin Kim
Towards Robust Feature Learning with t-vFM Similarity for Continual Learning. CoRR (2023)
Kyohoon Jin, Junho Lee, Juhwan Choi, Soojin Jang, Youngbin Kim
Generative Data Augmentation via Wasserstein Autoencoder for Text Classification. ICTC (2022)
Kyeongpil Kang, Kyohoon Jin, Soyoung Yang, Soojin Jang, Jaegul Choo, Youngbin Kim
Restoring and Mining the Records of the Joseon Dynasty via Neural Language Modeling and Machine Translation. NAACL-HLT (2021)
Kyeongpil Kang, Kyohoon Jin, Soyoung Yang, Sujin Jang, Jaegul Choo, Youngbin Kim
Restoring and Mining the Records of the Joseon Dynasty via Neural Language Modeling and Machine Translation. CoRR (2021)
Myungjin Choi, Jeong A. Wi, Taehyeong Kim, Youngbin Kim, Chang-Hun Kim
Learning Representation of Secondary Effects for Fire-Flake Animation. IEEE Access 9 (2021)
Wang Lin, Qimeng Zhang, Youngbin Kim, Ruizheng Wu, Hongyu Jin, Haoke Deng, Pengchu Luo, Chang-Hun Kim
Automatic Chinese Meme Generation Using Deep Neural Networks. IEEE Access 9 (2021)
Kyohoon Jin, JeongA Wi, EunJu Lee, Shinjin Kang, SooKyun Kim, Youngbin Kim
TrafficBERT: Pre-trained model with large-scale data for long-range traffic flow forecasting. Expert Syst. Appl. 186 (2021)
Wonchul Son, Youngbin Kim, Wonseok Song, Youngsu Moon, Wonjun Hwang
Pacemaker: Intermediate Teacher Knowledge Distillation For On-The-Fly Convolutional Neural Network. CoRR (2020)
Shail Dave, Aviral Shrivastava, Youngbin Kim, Sasikanth Avancha, Kyoungwoo Lee
dMazeRunner: Optimizing Convolutions on Dataflow Accelerators. ICASSP (2020)
Jihye Chung, Seongjin Hong, Youngbin Kim, S. J. Kang, Changhun Kim
Layout placement optimization methods using repeated user interface sequence patterns for client applications. Inf. Vis. 18 (3) (2019)
Shail Dave, Youngbin Kim, Sasikanth Avancha, Kyoungwoo Lee, Aviral Shrivastava
dMazeRunner: Executing Perfectly Nested Loops on Dataflow Accelerators. ACM Trans. Embed. Comput. Syst. 18 (5s) (2019)
Youngbin Kim, Wonjun Hwang
Real Full Binary Neural Network for Image Classification and Object Detection. ACPR (1) (2019)
Jeong Seon Yeom, Youngbin Kim, Bang Chul Jung
UAV-assisted cooperative downlink NOMA with virtual full-duplex operation. ICT Express 5 (4) (2019)
Youngbin Kim, Kyoungwoo Lee, Aviral Shrivastava
Static Function Prefetching for Efficient Code Management on Scratchpad Memory. ICCD (2019)
Shin-Jin Kang, Donggyun Kim, Youngbin Kim
A visual-physiology multimodal system for detecting outlier behavior of participants in a reality TV show. Int. J. Distributed Sens. Networks 15 (7) (2019)
Youngbin Kim, Jimmy Lin
Serverless Data Analytics with Flint. IEEE CLOUD (2018)
Youngbin Kim, Jimmy Lin
Serverless Data Analytics with Flint. CoRR (2018)
Jian Cai, Yooseong Kim, Youngbin Kim, Aviral Shrivastava, Kyoungwoo Lee
Reducing code management overhead in software-managed multicores. DATE (2017)
Yohan Ko, Reiley Jeyapaul, Youngbin Kim, Kyoungwoo Lee, Aviral Shrivastava
Protecting Caches from Soft Errors: A Microarchitect's Perspective. ACM Trans. Embed. Comput. Syst. 16 (4) (2017)
Youngbin Kim, Jian Cai, Yooseong Kim, Kyoungwoo Lee, Aviral Shrivastava
Splitting functions in code management on scratchpad memories. ICCAD (2016)
Yohan Ko, Reiley Jeyapaul, Youngbin Kim, Kyoungwoo Lee, Aviral Shrivastava
Guidelines to design parity protected write-back L1 data cache. DAC (2015)