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[DietNeRF 논문 리뷰] - Putting NeRF on a Diet: Semantically Consistent Few-Shot View Synthesis *DietNeRF를 위한 논문 리뷰 글입니다! 궁금하신 점은 댓글로 남겨주세요! DietNeRF paper: [2104.00677] Putting NeRF on a Diet: Semantically Consistent Few-Shot View Synthesis (arxiv.org) Putting NeRF on a Diet: Semantically Consistent Few-Shot View Synthesis We present DietNeRF, a 3D neural scene representation estimated from a few images. Neural Radiance Fields (NeRF) learn a continuous volumetric representation of a scene..
[Swin UNETR 논문 리뷰] - Swin UNETR: Swin Transformers for Semantic Segmentation of Brain Tumors in MRI Images *해당 글은 Swin UNETR 논문 리뷰를 위한 글입니다. 궁금하신 점은 댓글로 남겨주세요. Swin UNETR: [2201.01266] Swin UNETR: Swin Transformers for Semantic Segmentation of Brain Tumors in MRI Images (arxiv.org) Swin UNETR: Swin Transformers for Semantic Segmentation of Brain Tumors in MRI Images Semantic segmentation of brain tumors is a fundamental medical image analysis task involving multiple MRI imaging modalities that can as..
[ViT for NeRF 논문 리뷰] - Vision Transformer for NeRF-Based View Synthesis from a Single Input Image *해당논문은 Vision Transformer for NeRF를 위한 논문 리뷰 글입니다! 궁금한 점은 댓글로 남겨주세요! Vision Transformer for NeRF paper: [2207.05736] Vision Transformer for NeRF-Based View Synthesis from a Single Input Image (arxiv.org) Vision Transformer for NeRF-Based View Synthesis from a Single Input Image Although neural radiance fields (NeRF) have shown impressive advances for novel view synthesis, most methods typically ..
[UNETR++ 논문 리뷰] - UNETR++: Delving into Efficient and Accurate 3D Medical Image Segmentation *UNETR++ 논문 리뷰를 위한 글입니다. 질문이 있다면 댓글로 남겨주시길 바랍니다! UNETR++ paper: [2212.04497] UNETR++: Delving into Efficient and Accurate 3D Medical Image Segmentation (arxiv.org) UNETR++: Delving into Efficient and Accurate 3D Medical Image Segmentation Owing to the success of transformer models, recent works study their applicability in 3D medical segmentation tasks. Within the transformer models, the self-at..
[Swin Transformer 논문 리뷰] - Swin Transformer: Hierarchical Vision Transformer using Shifted Windows *Swin Transformer 논문 리뷰를 위한 글이고, 질문이 있으시다면 언제든지 댓글로 남겨주세요! Swin Transformer 논문: [2103.14030] Swin Transformer: Hierarchical Vision Transformer using Shifted Windows (arxiv.org) Swin Transformer: Hierarchical Vision Transformer using Shifted Windows This paper presents a new vision Transformer, called Swin Transformer, that capably serves as a general-purpose backbone for computer vision. Challen..
[Vision Transformer 논문 리뷰] - AN IMAGE IS WORTH 16X16 WORDS:TRANSFORMERS FOR IMAGE RECOGNITION AT SCALE *Vision Transformer 논문 리뷰를 위한 글이고, 질문이 있으시다면 언제든지 댓글로 남겨주세요! Vision Transformer paper: https://arxiv.org/abs/2010.11929 An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale While the Transformer architecture has become the de-facto standard for natural language processing tasks, its applications to computer vision remain limited. In vision, attention is either applied in co..

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