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paper-review

This repository is a space for reviewing various papers. (e.g CV, Deeplearning, XAI etc)
All contents of the paper review will uploaded at my blog. -> link
In this README.md file, the address of the review of the each paper will be attached.

Date Paper Title Review Link
2021.12.27 Image Style Transfer Using Convolutional Neural Networks https://science886.tistory.com/2
2022.01.06 An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale https://science886.tistory.com/7
2022.01.08 MLP-Mixer An all-MLP Architecture for Vision https://science886.tistory.com/9
2022.01.12 Mask R-CNN https://science886.tistory.com/10
2022.01.18 End-to-End Object Detection with Transformers https://science886.tistory.com/11
2022.01.19 Vision Transfomers for Dense Prediction https://science886.tistory.com/12
2022.01.21 NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis https://science886.tistory.com/13
2022.01.26 A Style-Based Generator Architecture for Generative Adversarial Networks https://science886.tistory.com/14
2022.02.08 GLIDE: Toward Photorealistic Image Generation and Editing with Text-Guided Diffusion Models https://science886.tistory.com/17
2022.02.15 CLIP-NeRF: Text-and-Image Driven Manipulation of Neural Radiance Fields https://science886.tistory.com/19
2022.02.16 Digging Into Self-Supervised Monocular Depth Estimation https://science886.tistory.com/20
2022.02.22 Attention Is All You Need https://science886.tistory.com/21
2022.03.13 Point-NeRF: Point-based Neural Radiance Fields https://science886.tistory.com/23
2022.03.18 Improving neural implicit surfaces geometry with patch warping https://science886.tistory.com/26
2022.05.03 Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation https://science886.tistory.com/30
2022.05.04 Designing an Encoder for StyleGAN Image Manipulation https://science886.tistory.com/31
2022.06.24 Pivotal Tuning for Latent-based Editing of Real Images https://science886.tistory.com/34
2022.07.11 High-Fidelity GAN Inversion for Image Attribute Editing https://science886.tistory.com/35
2022.07.14 Spatially-Adaptive Multilayer Selection for GAN Inversion and Editing https://science886.tistory.com/36
2022.07.21 LARGE: Latent-Based Regression through GAN Semantics https://science886.tistory.com/38
2022.07.22 Efficient Geometry-aware 3D Generative Adversarial Networks https://science886.tistory.com/39
2022.01.03 Model-Agnostic Meta-learning for Fast Adaptation of Deep Networks https://science886.tistory.com/42
2022.01.05 FEW-SHOT ACOUSTIC EVENT DETECTION VIA META LEARNING https://science886.tistory.com/44