Publications (International)
Publications (International)
2025
Object-aware Sound Source Localization via Audio-Visual Scene Understanding
Enabling Visual Object Detection with Object Sounds via Visual Modality Recalling Memory
Spatial Mask-based Adaptive Robust Training for Video Object Segmentation with Noisy Labels
2024
Learning Trimodal Relation for Audio-Visual Question Answering with Missing Modality
MonoWAD: Weather-Adaptive Diffusion Model for Robust Monocular 3D Object Detection
Towards Model-Agnostic Dataset Condensation by Heterogeneous Models
Learning to Visually Localize Sound Sources from Mixtures without Prior Source Knowledge
Enhancing Audio-Visual Question Answering with Missing Modality via Trans-Modal Associative Learning
Robust Airway Generation Labeling with Airway Segmentation for Reliable Airway Assessment
2023
Audio-Visual Spatial Integration and Recursive Attention for Robust Sound Source Localization
Online Class Incremental Learning on Stochastic Blurry Task Boundary via Mask and Visual Prompt Tuning
Stereoscopic Vision Recalling Memory for Monocular 3D Object Detection
Robust Multispectral Pedestrian Detection Via Spectral Position-Free Feature Mapping
Towards Robust Audio-Based Vehicle Detection via Importance-Aware Audio-Visual Learning
Similarity Relation Preserving Cross-Modal Learning for Multispectral Pedestrian Detection Against Adversarial Attacks
2022
Towards Versatile Pedestrian Detector with Multisensory-Matching and Multispectral Recalling Memory
Uncertainty-Guided Cross-Modal Learning for Robust Multispectral Pedestrian Detection
Robust Thermal Infrared Pedestrian Detection by Associating Visible Pedestrian Knowledge
2021
Robust Small-scale Pedestrian Detection with Cued Recall via Memory Learning
CUA Loss: Class Uncertainty-Aware Gradient Modulation for Robust Object Detection
Towards Robust Training of Multi-Sensor Data Fusion Network Against Adversarial Examples in Semantic Segmentation
2020
SACA Net: Cybersickness Assessment of Individual Viewers for VR Content via Graph-based Symptom Relation Embedding
Structure Boundary Preserving Segmentation for Medical Image with Ambiguous Boundary
BBC Net: Bounding-Box Critic Network for Occlusion-Robust Object Detection
Towards High-Performance Object Detection: Task-Specific Design Considering Classification and Localization Separation
Towards Human-Like Interpretable Object Detection via Spatial Relation Encoding
Class Incremental Learning with Task-Selection
Comprehensive Facial Expression Synthesis using Human-Interpretable Language
Fake Video Detection With Certainty-Based Attention Network
2019
Attentive Layer Separation for Object Classification and Object Localization in Object Detection
2018
Object Bounding-Box-Critic Networks for Occlusion Robust Object Detection in Road Scene
2017
Robust and Real-Time Visual Tracking with Triplet Convolutional Neural Network
Iterative Deep Convolutional Encoder-Decoder Network for Medical Image Segmentation
Object Tracking based on Weight Sharing CNN Structure According to Search Area Setting Method Considering Object Movement
Jung Uk Kim, Hak Gu Kim, and Yong Man RoJournal of Korea Multimedia Society, 2017