Publication

Jangyeong Jeon, Sangyeon Cho, Minuk Ma, and Junyeong Kim, "ConCSE: Unified Contrastive Learning and Augmentation for Code-Switched Embeddings ", IEEE International Conference on Pattern Recognition (ICPR), 2024.

Tri Ton, Jiwoo Hong, Soohwan Eom, Junyeop Shim, Junyeong Kim, and Chang D. Yoo, "Zero-shot Dual-path Integration Framework for Open-vocabulary 3D Instance Segmentation", IEEE Conference on Computer Vision and Pattern Recognition (CVPR) workshop, 2024.

Sunjae Yoon, Dahyun Kim, Eunseop Yoon, Hee Suk Yoon, Junyeong Kim, and Chang D. Yoo, "HEAR: Hearing Enhanced Audio Response for Video-grounded Dialogue", Conference on Empirical Methods in Natural Language Processing (EMNLP) findings, 2023.

Sunjae Yoon, Eunseop Yoon, Hee Suk Yoon, Junyeong Kim, and Chang D. Yoo, "Information-Theoretic Text Hallucination Reduction for Video-grounded Dialogue", Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022. [Link]

Sunjae Yoon, Ji Woo Hong, Eunseop Yoon, Dahyun Kim, Junyeong Kim, and Chang D. Yoo, "Selective Query-guided Debiasing for Video Corpus Moment Retrieval", European Conference on Computer Vision (ECCV), 2022. [Link]

Junyeong Kim, Sunjae Yoon, Dahyun Kim, and Chang D. Yoo, "Structured Co-reference Graph Attention for Video-grounded Dialogue", Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2021. [Link]

Junyeong Kim, Minuk Ma, Pham X. Trung, Kyungsoo Kim, and Chang D. Yoo, "Modality Shifting Attention Network for Multi-modal Video Question Answering", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020. [Link]

Minuk Ma*, Sunjae Yoon*, Junyeong Kim, Youngjoon Lee, Sunghun Kang, and Chang D. Yoo, "VLANet: Video-Language Alignment Network for Weakly-Supervised Video Moment Retrieval", European Conference on Computer Vision (ECCV), 2020. [Link]

Junyeong Kim, Minuk Ma, Kyungsoo Kim, Sungjin Kim, and Chang D. Yoo, "Progressive Attention Memory Network for Movie Story Question Answering", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019. [Link]

Sunghun Kang, Junyeong Kim, Hyunsoo Choi, Sungjin Kim, and Chang D. Yoo, "Pivot Correlational Neural Network for Multimodal Video Categorization", European Conference on Computer Vision (ECCV), 2018. [Link]

Thang Vu, Kookhoi Kim, Thanh Nguyen, Tung M. Luu, Junyeong Kim, and Chang D. Yoo, "Scalable SoftGroup for 3D Instance Segmentation on Point Clouds", IEEE Transactions on Pattern Recognition and Machine Intelligence (TPAMI), 2024. [Link]

Jinwoo Park, Jungeun Kim, Jaegwang Seok, Sukhyun Lee, and Junyeong Kim, "Contrasting Multi-modal Similarity Framework for Video Scene Segmentation", IEEE ACCESS, 2024.

Jungeun Kim, Jinwoo Park, Jaekwang Seok, and Junyeong Kim, "Dynamic Debiasing Network for Visual Commonsense Generation", IEEE Access, vol. 11, pp. 139706-139714, 2023. [Link]

Ji Woo Hong, Sunjae Yoon, Junyeong Kim, and Chang D. Yoo, "Joint Path Alignment Framework for 3D Human Pose and Shape Estimation From Video", IEEE Access, vol 11, 2023.

Junyeong Kim, Ji Woo Hong, Sunjae Yoon, and Chang D. Yoo, "CE-BART: Cause-and-Effect BART for Visual Commonsense Generation", MDPI Sensors, vol 22(23), 2022.

Sunjae Yoon, Dahyun Kim, Ji Woo Hong, Junyeong Kim, and Chang D. Yoo, "Dual-scale Doppler Attention for Human Identification", MDPI Sensors, vol 22(17), 2022.

Sunjae Yoon, Dahyun Kim, Junyeong Kim, and Chang D. Yoo, "Cascaded MPN: Cascaded Moment Proposal Network for Video Corpus Moment Retrieval", IEEE Access, vol 10, 2022. [Link]

Younghoon Jung, Seongkwang Hong, Heeseung Wang, Jaehyun Han, Trung X. Pham, Hyunsin Park, Junyeong Kim, Sunghun Kang, Chang D. Yoo, and Keonjae Lee, "Flexible Piezoelectric Acoustic Sensors and Machine Learning for Speech Processing", Advanced Materials, Oct 2019. [Link]

Minki Kim, and Junyeong Kim, "A Study on Automatic Open-domain Dialogue Evaluation Metrics", IEEE International Conference on Consumer Electronics (ICCE), 2024.

Jungeun Kim, Jangyeong Jeon, Seungjin Jung, and Junyeong Kim, "De-Bias using Abstract Meaning Representation for Image Captioning", IEEE International Conference on Consumer Electronics (ICCE), 2024.

Jinwoo Park, Hosoo Shin, Dahee Jeong, and Junyeong Kim,  "Improving the Representation of Sentences with Reinforcement Learning and AMR graph", IEEE International Conference on Consumer Electronics (ICCE), 2024.

Jangyeong Jeon, Jungeun Kim, Jinwoo Park, and Junyeong Kim, "MSV: Contribution of Modalities based on the Shapley Value", IEEE International Conference on Consumer Electronics (ICCE), 2024.

Jongwon Ryu, and Junyeong Kim, "The Relationship between Embedding and Deductive Reasoning Ability on BERT", IEEE International Conference on Consumer Electronics (ICCE), 2024.

Sunjae Yoon, Ji Woo Hong, SooHwan Eom, Hee Suk Yoon, Eunseop Yoon, Daehyeok Kim, Junyeong Kim, Chanwoo Kim, and Chang D. Yoo, "Counterfactual Two-stage Debiasing for Video Corpus Moment Retrieval", IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023. [Oral presentation]

Nan Zhang, and Junyeong Kim, "A Survey on Attention Mechanism in NLP", IEEE International Conference on Electronics, Information, and Communication (ICEIC), 2023.

Jinwoo Park, and Junyeong Kim, "A Survey on Visual Commonsense Generation Task", IEEE International Conference on Electronics, Information, and Communication (ICEIC), 2023.

Jungeun Kim, and Junyeong Kim, "A Survey on Causal Inference in Image Captioning", IEEE International Conference on Electronics, Information, and Communication (ICEIC), 2023.

Jang-Young Jeon, and Junyeong Kim, "A Survey on Transformers for Long Sentences and Its Application to Medical Notes", IEEE International Conference on Electronics, Information, and Communication (ICEIC) , 2023.

Sunjae Yoon, Dahyun Kim, Ji Woo Hong, Junyeong Kim, Kookhoi Kim, and Chang D. Yoo, "Weakly-supervised Moment Retrieval Network for Video Corpus Moment Retrieval", IEEE International Conference on Image Processing (ICIP), 2021. [Link]

Junyeong Kim, Minuk Ma, Kyungsoo Kim, Sungjin Kim, and Chang D. Yoo, "Gaining Extra Supervision via Multi-task Learning for Multi-modal Video Question Answering", Proceedings of the International Joint Conference on Neural Networks (IJCNN), 2019. [Link]

Gwangsu Kim, Junyeong Kim, and Sunghwan Kim, "Fire Detection Using Video Images and Temporal Variations", International Conference on Artificial Intelligence in Information and Communications (ICAIIC), 2019. [Link]

Ohchul Kwon, Junyeong Kim, and Chang D. Yoo, "Action Recognition: First-and Second-order 3D Feature in Bi-directional Attention Network", IEEE International Conference on Image Processing (ICIP), 2018. [Link]

Junyeong Kim, and Chang D. Yoo, "Deep Partial Person Re-identification via Attention Model", IEEE International Conference on Image Processing (ICIP), 2017. [Link]

Junyeong Kim, Hyoungwoo Park, and Chang D. Yoo, "A Study on Weighted Softmax", International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC), 2017. [Link]

조상연, 한재호, 김준영, "Synergy-CLIP: 멀티모달 통합을 활용한 CLIP의 확장을 통한 강화된 표현 학습", 전자공학회 하계학술대회, 2024.

김태환, 한재호, 김준영, "포인트 기반 편집을 위한 Diffusion 모델 연구 동향", 전자공학회 하계학술대회, 2024.

오창준, 이석현, 김준영, "Video Moment Retrieval 과 Highlight Detection을 위한 인버티드 토큰을 활용한 비전-언어 혼합", 전자공학회 하계학술대회, 2024.

이석현, 박진우, 김정은, 오창준, 김준영, "더 정확한 적응적 토큰을 활용한 장면 검색", 전자공학회 하계학술대회, 2024.

정우준, 전민규, 김준영, "딥러닝을 활용한 멀티모달 비디오 내용의 의미적 요약", 전자공학회 하계학술대회, 2024.

류종원, 김민기, 김준영, "FastText를 활용한 한국어 토큰화의 비교론적 연구", 전자공학회 하계학술대회, 2023.

석재광, 김정은, 박진우, 김준영, "인과추론을 이용한 공정한 분류기", 전자공학회 하계학술대회, 2023.

조상연, 김준영, "도메인 지식 증류: 도메인 지식 이전을 위한 증류 방법론", 전자공학회 하계학술대회, 2023.