Resume
Academic Achievements
- Two is Better than One: Efficient Ensemble Defense for Robust and Compact Models, CVPR, 2025
- MECA: Manipulation with Emotional Intensity-aware Contrastive Learning and Attention-based Discriminative learning, IEEE Transactions on Affective Computing, 2024
- All You Need is Your Voice: Emotional Face Representation with Audio Perspective for Emotional Talking Face Generation, ECCV, 2024
- Towards the adversarial robustness of facial expression recognition: Facial attention-aware adversarial training, Neurocomputing, 2024
- Beyond superficial emotion recognition: Modality-adaptive emotion recognition system, Expert Systems with Applications, 2023
- Fine Gaze Redirection Learning with Gaze Hardness-aware Transformation, WACV, 2023
- CFA: Coupled-hypersphere-based Feature Adaptation for Target-Oriented Anomaly Localization
- Contextual Gradient Scaling for Few-Shot Learning, WACV 2022
- Style-Guided and Disentangled Representation for Robust Image-to-Image Translation, AAAI 2022
Research Experience
- Professor, guiding multiple research projects and students.
Background
- Research interests include Computer Vision, Human-Computer Interaction, Neural Network Architecture, and Image Processing.
Miscellany
- Looking for students who are interested in Computer Vision and Machine Learning. Contact: bcsong@inha.ac.kr, Tel: 82-32-860-7413, Location: High-tech center 810, Inha Univ., 100, Inha-ro, Michuhol-gu, Incheon, Republic of Korea