Dae Ha Kim

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 27

Top Topics

Convolutional Neural Network

Discriminant Analysis

Metric Learning

Top Venues

Expert Syst. Appl.

Publications

Dae Ha Kim, Seongho Kim, Byung Cheol Song
Toward Identity-Invariant Facial Expression Recognition: Disentangled Representation via Mutual Information Perspective. IEEE Access 12 (2024)
Dohee Kang, Dae Ha Kim, Donghyun Kang, Taein Kim, Bowon Lee, Deok-Hwan Kim, Byung Cheol Song
Beyond superficial emotion recognition: Modality-adaptive emotion recognition system. Expert Syst. Appl. 235 (2024)
Dohee Kang, Somang Kang, Dae Ha Kim, Byung Cheol Song
Modality-Aware Ood Suppression Using Feature Discrepancy for Multi-Modal Emotion Recognition. ICIP (2023)
Jaewoong Choi, Dae Ha Kim, Byung Cheol Song
Style-Guided and Disentangled Representation for Robust Image-to-Image Translation. AAAI (2022)
Dae Ha Kim, Byung Cheol Song
Optimal Transport-based Identity Matching for Identity-invariant Facial Expression Recognition. NeurIPS (2022)
Dae Ha Kim, Byung Cheol Song
Optimal Transport-based Identity Matching for Identity-invariant Facial Expression Recognition. CoRR (2022)
Do Yeon Kim, Dae Ha Kim, Byung Cheol Song
RPFNET: Complementary Feature Fusion for Hand Gesture Recognition. ICIP (2022)
Dae Ha Kim, Byung Cheol Song
Emotion-aware Multi-view Contrastive Learning for Facial Emotion Recognition. ECCV (13) (2022)
Dae Ha Kim, Byung Cheol Song
Probabilistic Principal Geodesic Deep Metric Learning. IEEE Access 10 (2022)
Jaewoong Choi, Dae Ha Kim, Sanghyuk Lee, Sang Hyuk Lee, Byung Cheol Song
Synthesized rain images for deraining algorithms. Neurocomputing 492 (2022)
Dae Ha Kim, Byung Cheol Song
Deep Metric Learning With Manifold Class Variability Analysis. IEEE Trans. Multim. 24 (2022)
Dae Ha Kim, Byung Cheol Song
Virtual sample-based deep metric learning using discriminant analysis. Pattern Recognit. 110 (2021)
Dae Ha Kim, Fazliddin Anvarov, Jun Min Lee, Byung Cheol Song
Metric-Based Attention Feature Learning for Video Action Recognition. IEEE Access 9 (2021)
Dae Ha Kim, Byung Cheol Song
Contrastive Adversarial Learning for Person Independent Facial Emotion Recognition. AAAI (2021)
Byung Cheol Song, Dae Ha Kim
Hidden Emotion Detection using Multi-modal Signals. CHI Extended Abstracts (2021)
Dae Ha Kim, Seung Hyun Lee, Jungho Jeon, Byung Cheol Song
Real-time purchase behavior recognition system based on deep learning-based object detection and tracking for an unmanned product cabinet. Expert Syst. Appl. 143 (2020)
Min Kyu Lee, Dae Ha Kim, Byung Cheol Song
Visual Scene-Aware Hybrid and Multi-Modal Feature Aggregation for Facial Expression Recognition. Sensors 20 (18) (2020)
Dae Ha Kim, Min Kyu Lee, Seung Hyun Lee, Byung Cheol Song
Macro unit-based convolutional neural network for very light-weight deep learning. Image Vis. Comput. 87 (2019)
Min Kyu Lee, Dong-Yoon Choi, Dae Ha Kim, Byung Cheol Song
Visual Scene-aware Hybrid Neural Network Architecture for Video-based Facial Expression Recognition. FG (2019)
Dae Ha Kim, Seung Hyun Lee, Byung Cheol Song
Metric-based Regularization and Temporal Ensemble for Multi-task Learning using Heterogeneous Unsupervised Tasks. CoRR (2019)
Byung Cheol Song, Dae Ha Kim, Seung Hyun Lee
Metric-Based Regularization and Temporal Ensemble for Multi-Task Learning using Heterogeneous Unsupervised Tasks. ICCV Workshops (2019)
Dong-Yoon Choi, Dae Ha Kim, Byung Cheol Song
Recognizing Fine Facial Micro-Expressions Using Two-Dimensional Landmark Feature. ICIP (2018)
Tae Young Han, Dae Ha Kim, Seung Hyun Lee, Byung Cheol Song
Infrared image super-resolution using auxiliary convolutional neural network and visible image under low-light conditions. J. Vis. Commun. Image Represent. 51 (2018)
Seung Hyun Lee, Dae Ha Kim, Byung Cheol Song
Self-supervised Knowledge Distillation Using Singular Value Decomposition. ECCV (6) (2018)
Dae Ha Kim, Seung Hyun Lee, Byung Cheol Song
MUNet: Macro Unit-Based Convolutional Neural Network for Mobile Devices. CVPR Workshops (2018)
Seung Hyun Lee, Dae Ha Kim, Byung Cheol Song
Self-supervised Knowledge Distillation Using Singular Value Decomposition. CoRR (2018)
Dae Ha Kim, Min Kyu Lee, Dong-Yoon Choi, Byung Cheol Song
Multi-modal emotion recognition using semi-supervised learning and multiple neural networks in the wild. ICMI (2017)