Dahyun Kim

According to our database, Dahyun Kim authored at least 24 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Dataverse: Open-Source ETL (Extract, Transform, Load) Pipeline for Large Language Models.

Hyunbyung Park, Sukyung Lee, Gyoungjin Gim, Yungi Kim, Dahyun Kim, Chanjun Park

CoRR, 2024

sDPO: Don't Use Your Data All at Once.

Dahyun Kim, Yungi Kim, Wonho Song, Hyeonwoo Kim, Yunsu Kim, Sanghoon Kim, Chanjun Park

CoRR, 2024

Model-Based Data-Centric AI: Bridging the Divide Between Academic Ideals and Industrial Pragmatism.

Chanjun Park, Minsoo Khang, Dahyun Kim

CoRR, 2024

2023

SOLAR 10.7B: Scaling Large Language Models with Simple yet Effective Depth Up-Scaling.

Dahyun Kim, Chanjun Park, Sanghoon Kim, Wonsung Lee, Wonho Song, Yunsu Kim, Hyeonwoo Kim, Yungi Kim, Hyeonju Lee, Jihoo Kim, Changbae Ahn, Seonghoon Yang, Sukyung Lee, Hyunbyung Park, Gyoungjin Gim, Mikyoung Cha, Hwalsuk Lee, Sunghun Kim

CoRR, 2023

HEAR: Hearing Enhanced Audio Response for Video-grounded Dialogue.

Sunjae Yoon, Dahyun Kim, Eunseop Yoon, Hee Suk Yoon, Junyeong Kim, Chnag D. Yoo

CoRR, 2023

Progressive Neural Representation for Sequential Video Compilation.

Haeyong Kang, Dahyun Kim, Jaehong Yoon, Sung Ju Hwang, Chang D. Yoo

CoRR, 2023

SCANet: Scene Complexity Aware Network for Weakly-Supervised Video Moment Retrieval.

Sunjae Yoon, Gwanhyeong Koo, Dahyun Kim, Chang D. Yoo

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Recursive Video Lane Detection.

Dongkwon Jin, Dahyun Kim, Chang-Su Kim

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Improving Embodied Instruction Following with Deterministic Methods.

Dahyun Kim, Yong-Ju Lee

Proceedings of the 25th International Conference on Advanced Communication Technology, 2023

HEAR: Hearing Enhanced Audio Response for Video-grounded Dialogue.

Sunjae Yoon, Dahyun Kim, Eunseop Yoon, Hee Suk Yoon, Junyeong Kim, Chang Dong Yoo

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

2022

Dual-Scale Doppler Attention for Human Identification.

Sunjae Yoon, Dahyun Kim, Ji Woo Hong, Junyeong Kim, Chang D. Yoo

Sensors, 2022

Selective Query-guided Debiasing Network for Video Corpus Moment Retrieval.

Sunjae Yoon, Ji Woo Hong, Eunseop Yoon, Dahyun Kim, Junyeong Kim, Hee Suk Yoon, Chang D. Yoo

CoRR, 2022

Cascaded MPN: Cascaded Moment Proposal Network for Video Corpus Moment Retrieval.

Sunjae Yoon, Dahyun Kim, Junyeong Kim, Chang D. Yoo

IEEE Access, 2022

Online Continual Learning on Class Incremental Blurry Task Configuration with Anytime Inference.

Hyunseo Koh, Dahyun Kim, Jung-Woo Ha, Jonghyun Choi

Proceedings of the Tenth International Conference on Learning Representations, 2022

Semantic Association Network for Video Corpus Moment Retrieval.

Dahyun Kim, Sunjae Yoon, Ji Woo Hong, Chang D. Yoo

Proceedings of the IEEE International Conference on Acoustics, 2022

Selective Query-Guided Debiasing for Video Corpus Moment Retrieval.

Sunjae Yoon, Ji Woo Hong, Eunseop Yoon, Dahyun Kim, Junyeong Kim, Hee Suk Yoon, Chang D. Yoo

Proceedings of the Computer Vision - ECCV 2022, 2022

Unsupervised Representation Learning for Binary Networks by Joint Classifier Learning.

Dahyun Kim, Jonghyun Choi

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Self-Supervised Learning for Binary Networks by Joint Classifier Training.

Dahyun Kim, Jonghyun Choi

CoRR, 2021

BNAS v2: Learning Architectures for Binary Networks with Empirical Improvements.

Dahyun Kim, Kunal Pratap Singh, Jonghyun Choi

CoRR, 2021

Weakly-Supervised Moment Retrieval Network for Video Corpus Moment Retrieval.

Sunjae Yoon, Dahyun Kim, Ji Woo Hong, Junyeong Kim, Kookhoi Kim, Chang D. Yoo

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Structured Co-reference Graph Attention for Video-grounded Dialogue.

Junyeong Kim, Sunjae Yoon, Dahyun Kim, Chang D. Yoo

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Learning Architectures for Binary Networks.

Dahyun Kim, Kunal Pratap Singh, Jonghyun Choi

Proceedings of the Computer Vision - ECCV 2020, 2020

2019

Incremental Learning with Maximum Entropy Regularization: Rethinking Forgetting and Intransigence.

Dahyun Kim, Jihwan Bae, Yeonsik Jo, Jonghyun Choi

CoRR, 2019

2016

Recognition of the three-dimensional shape of objects grasped for PESA multi-fingered robot hand.

Zhihao Liao, Wenzeng Zhang, DahYun Kim, DaeYun Im, Kyomin Lim, Takeo Miyoshi

Proceedings of the IEEE International Conference on Real-time Computing and Robotics, 2016