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cs.CV2025★ 1 cited
Fourier-Guided Attention Upsampling for Image Super-Resolution
Daejune Choi, Youchan No, Jinhyung Lee +1
We propose Frequency-Guided Attention (FGA), a lightweight upsampling module for single image super-resolution. Conventional upsamplers, such as Sub-Pixel Convolution, are efficien…
cs.CV2024
TIE-KD: Teacher-Independent and Explainable Knowledge Distillation for Monocular Depth Estimation
Sangwon Choi, Daejune Choi, Duksu Kim
Monocular depth estimation (MDE) is essential for numerous applications yet is impeded by the substantial computational demands of accurate deep learning models. To mitigate this,…