Jung Uk Kim

CoRR, April, 2026

MonoSAOD: Monocular 3D Object Detection with Sparsely Annotated Label.

[BibT_eX]

[DOI]

Junyoung Jung

Seokwon Kim

CoRR, April, 2026

SSMPD: Semi-Supervised Learning for Multispectral Pedestrian Detection.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2026

Unsupervised domain adaptation for medical image segmentation using adaptogen-perturbation.

[BibT_eX]

[DOI]

Medical Image Anal., 2026

Leveraging Textual Compositional Reasoning for Robust Change Captioning.

[BibT_eX]

[DOI]

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

Task Prototype-Based Knowledge Retrieval for Multi-Task Learning from Partially Annotated Data.

[BibT_eX]

[DOI]

Youngmin Oh

Hyung-Il Kim

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

See, Rank, and Filter: Important Word-Aware Clip Filtering via Scene Understanding for Moment Retrieval and Highlight Detection.

[BibT_eX]

[DOI]

YuEun Lee

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

Do We Need Perfect Data? Leveraging Noise for Domain Generalized Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Learning from Oblivion: Predicting Knowledge Overflowed Weights via Retrodiction of Forgetting.

[BibT_eX]

[DOI]

Jinhyeok Jang

Jaehong Kim

CoRR, August, 2025

Spatial Mask-Based Adaptive Robust Training for Video Object Segmentation With Noisy Labels.

[BibT_eX]

[DOI]

Enki Cho

Seong Tae Kim

IEEE Trans. Circuits Syst. Video Technol., May, 2025

Enabling Visual Object Detection With Object Sounds via Visual Modality Recalling Memory.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., January, 2025

Unified link prediction modeling for enhanced knowledge graph completion task.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2025

TECIS: Text-Enhanced Cross-Modal Instrument Segmentation in Surgical Video.

[BibT_eX]

[DOI]

Proceedings of the 2025 IEEE International Conference on Image Processing, ICIP 2025, 2025

Object-aware Sound Source Localization via Audio-Visual Scene Understanding.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

Watch Video, Catch Keyword: Context-aware Keyword Attention for Moment Retrieval and Highlight Detection.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

Multispectral Pedestrian Detection with Sparsely Annotated Label.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Robust Airway Generation Labeling With Airway Segmentation for Reliable Airway Assessment.

[BibT_eX]

[DOI]

IEEE Access, 2024

Chain-of-Factors: A Zero-Shot Prompting Methodology Enabling Factor-Centric Reasoning in Large Language Models.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning and Applications, 2024

Enhancing Audio-Visual Question Answering with Missing Modality via Trans-Modal Associative Learning.

[BibT_eX]

[DOI]

Kyu Ri Park

Youngmin Oh

Proceedings of the IEEE International Conference on Acoustics, 2024

Learning Trimodal Relation for Audio-Visual Question Answering with Missing Modality.

[BibT_eX]

[DOI]

Kyu Ri Park

Hong Joo Lee

Proceedings of the Computer Vision - ECCV 2024, 2024

MonoWAD: Weather-Adaptive Diffusion Model for Robust Monocular 3D Object Detection.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2024, 2024

Towards Model-Agnostic Dataset Condensation by Heterogeneous Models.

[BibT_eX]

[DOI]

Jun-Yeong Moon

Gyeong-Moon Park

Proceedings of the Computer Vision - ECCV 2024, 2024

Learning to Visually Localize Sound Sources from Mixtures without Prior Source Knowledge.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Stereoscopic Vision Recalling Memory for Monocular 3D Object Detection.

[BibT_eX]

[DOI]

Hyung-Il Kim

IEEE Trans. Image Process., 2023

Faster Segment Anything: Towards Lightweight SAM for Mobile Applications.

[BibT_eX]

[DOI]

CoRR, 2023

One Small Step for Generative AI, One Giant Leap for AGI: A Complete Survey on ChatGPT in AIGC Era.

[BibT_eX]

[DOI]

CoRR, 2023

Audio-Visual Spatial Integration and Recursive Attention for Robust Sound Source Localization.

[BibT_eX]

[DOI]

Sung Jin Um

Dongjin Kim

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Robust Multispectral Pedestrian Detection Via Spectral Position-Free Feature Mapping.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2023

Online Class Incremental Learning on Stochastic Blurry Task Boundary via Mask and Visual Prompt Tuning.

[BibT_eX]

[DOI]

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

Similarity Relation Preserving Cross-Modal Learning for Multispectral Pedestrian Detection Against Adversarial Attacks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

Towards Robust Audio-Based Vehicle Detection Via Importance-Aware Audio-Visual Learning.

[BibT_eX]

[DOI]

Seong Tae Kim

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Uncertainty-Guided Cross-Modal Learning for Robust Multispectral Pedestrian Detection.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2022

Robust Thermal Infrared Pedestrian Detection By Associating Visible Pedestrian Knowledge.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

Towards Versatile Pedestrian Detector with Multisensory-Matching and Multispectral Recalling Memory.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

CUA Loss: Class Uncertainty-Aware Gradient Modulation for Robust Object Detection.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2021

Robust Multispectral Pedestrian Detection via Uncertainty-Aware Cross-Modal Learning.

[BibT_eX]

[DOI]

Proceedings of the MultiMedia Modeling - 27th International Conference, 2021

Robust Small-scale Pedestrian Detection with Cued Recall via Memory Learning.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Towards Robust Training of Multi-Sensor Data Fusion Network Against Adversarial Examples in Semantic Segmentation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

BBC Net: Bounding-Box Critic Network for Occlusion-Robust Object Detection.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2020

Investigating Vulnerability to Adversarial Examples on Multimodal Data Fusion in Deep Learning.

[BibT_eX]

[DOI]

CoRR, 2020

Towards Human-Like Interpretable Object Detection Via Spatial Relation Encoding.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2020

Revisiting Role of Autoencoders in Adversarial Settings.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2020

Class Incremental Learning With Task-Selection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2020

Learning Style Correlation for Elaborate Few-Shot Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2020

Comprehensive Facial Expression Synthesis Using Human-Interpretable Language.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2020

Fake Video Detection With Certainty-Based Attention Network.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2020

Towards High-Performance Object Detection: Task-Specific Design Considering Classification and Localization Separation.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

SACA Net: Cybersickness Assessment of Individual Viewers for VR Content via Graph-Based Symptom Relation Embedding.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

Structure Boundary Preserving Segmentation for Medical Image With Ambiguous Boundary.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Attentive Layer Separation for Object Classification and Object Localization in Object Detection.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

2018

Object Bounding Box-Critic Networks for Occlusion-Robust Object Detection in Road Scene.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

2017

Robust and Real-Time Visual Tracking with Triplet Convolutional Neural Network.

[BibT_eX]

[DOI]

Hak Gu Kim

Proceedings of the on Thematic Workshops of ACM Multimedia 2017, Mountain View, CA, USA, October 23, 2017

Iterative deep convolutional encoder-decoder network for medical image segmentation.

[BibT_eX]

[DOI]

Hak Gu Kim