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Jung Uk Kim*

3 accepted papers

2024

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

ECCV 2024poster

"Recent Audio-Visual Question Answering (AVQA) methods rely on complete visual and audio input to answer questions accurately. However, in real-world scenarios, issues such as device malfunctions and data transmission errors frequently result in missing audio or visual modality. In such cases, exist…

2024

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

ECCV 2024poster

"Monocular 3D object detection is an important challenging task in autonomous driving. Existing methods mainly focus on performing 3D detection in ideal weather conditions, characterized by scenarios with clear and optimal visibility. However, the challenge of autonomous driving requires the ability…

2024

Towards Model-Agnostic Dataset Condensation by Heterogeneous Models

ECCV 2024oral

"The advancement of deep learning has coincided with the proliferation of both models and available data. The surge in dataset sizes and the subsequent surge in computational requirements have led to the development of the Dataset Condensation (DC). While prior studies have delved into generating sy…