Paper review/Deep Learning1

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  [Research review] Drop an Octave: Reducing Spatial Redundacy in Convolutional Neural Networks with Octave Convolution ✅ This article is a compilation of research reviews for study purposes. It was not written for commercial purposes. If there are any issues, it will be deleted. ✅ It's written in Korean, so if you need other language, click the translate button and read it.논문 소개본 논문은 CNN의 공간적(spatial) 중복성에 주목하여, feature map을 공간 주파수 관점에서 분해하는 새로운 합성곱 연산(Octave Convolution; OctConv)을 제안하고 있습니다. 자연 영상이 저주파(전역 구조)와 .. Paper review/Deep Learning 2026. 2. 12.