4 papers
MaCo-GAN: Manifold-Contrastive Adversarial Learning for Single Image Super-Resolution
Daeyoung Han, Seongmin Hwang, Moongu Jeon
Conventional Generative Adversarial Networks (GANs) for Single Image Super-Resolution (SISR) often struggle with hallucinated artifacts, largely because standard discriminators eva…
AlphaFace: High Fidelity and Real-time Face Swapper Robust to Facial Pose
Jongmin Yu, Hyeontaek Oh, Zhongtian Sun +3
Existing face-swapping methods often deliver competitive results in constrained settings but exhibit substantial quality degradation when handling extreme facial poses. To improve…
DG-DETR: Toward Domain Generalized Detection Transformer
Seongmin Hwang, Daeyoung Han, Moongu Jeon
End-to-end Transformer-based detectors (DETRs) have demonstrated strong detection performance. However, domain generalization (DG) research has primarily focused on convolutional n…
Multispectral Detection Transformer with Infrared-Centric Feature Fusion
Seongmin Hwang, Daeyoung Han, Moongu Jeon
Multispectral object detection aims to leverage complementary information from visible (RGB) and infrared (IR) modalities to enable robust performance under diverse environmental c…