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Deep Learning Research Group

VIDEO SWIN tRANSFORMER

https://healess.github.io/paper/Paper-Video-Swin-Transformer/

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Graph neural network #2-2 (heterogeneous graph transformer)

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Graph neural network #2-1(Pinsage)

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Graph Neural Network <2부> Recommendation 개요

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GIRAFFE : Representing Scenes as Compositional Generative Neural Feature Fields (CVPR 2021 Best Paper Award)

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Involution: Inverting the Inherence of Convolution for Visual Recognition

Convolution:  spatial-agnostic and channel-specific it deprives convolution kernels of the ability to adapt to diverse visual patterns with respect to different spatial positions posing challenges for capturing long-range spatial interactions in a single shot Involution: spatial-specific and channel-agnostic wider spatial arrangement adaptively allocate the weights over different positions primary contributions rethink the inherent properties of convolution […]

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Multiscale Vision Transformers(MViT)

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Graph neural network #1

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Enhancing VAEs for Collaborative Filtering: Flexible Priors & Gating Mechanisms

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Deep neural networks for you tube recommendations(유튜브 추천 알고리즘 논문 리뷰)

2016년 논문이다. 추천 알고리즘 논문 컴파일 시작 포인트. Deep neural networks for you tube recommendations from seungwoo kim Deep neural networks for you tube recommendations from seungwoo kim

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