2021年不可错过的40篇AI论文，你都读过吗？（一）

以下是每篇论文的详细信息：

1、DALL·E: Zero-Shot Text-to-Image Generation from OpenAI

论文链接：https://arxiv.org/pdf/2102.12092.pdf

代码地址：https://github.com/openai/DALL-E

视频解读：https://youtu.be/DJToDLBPovg

2、VOGUE: Try-On by StyleGAN Interpolation Optimization

论文链接：https://vogue-try-on.github.io/static_files/resources/VOGUE-virtual-try-on.pdf

视频解读：https://youtu.be/i4MnLJGZbaM

3、Taming Transformers for High-Resolution Image Synthesis

论文链接：https://compvis.github.io/taming-transformers/

代码地址：https://github.com/CompVis/taming-transformers

视频解读：https://youtu.be/JfUTd8fjtX8

4、Thinking Fast And Slow in AI

论文链接：https://arxiv.org/abs/2010.06002

视频解读：https://youtu.be/3nvAaVSQxs4

5、Automatic detection and quantification of floating marine macro-litter in aerial images

论文链接：https://doi.org/10.1016/j.envpol.2021.116490

代码地址：https://github.com/amonleong/MARLIT

视频解读：https://youtu.be/2dTSsdW0WYI

6、ShaRF: Shape-conditioned Radiance Fields from a Single View

论文链接：https://arxiv.org/abs/2102.08860

代码地址：http://www.krematas.com/sharf/index.html

视频解读：https://youtu.be/gHkkrNMlGNg

7、Generative Adversarial Transformers

论文链接：https://arxiv.org/pdf/2103.01209.pdf

代码地址：https://github.com/dorarad/gansformer

视频解读：https://youtu.be/HO-_t0UArd4

8、We Asked Artificial Intelligence to Create Dating Profiles. Would You Swipe Right?

论文链接：https://studyonline.unsw.edu.au/blog/ai-generated-dating-profile

代码地址：https://colab.research.google.com/drive/1VLG8e7YSEwypxU-noRNhsv5dW4NfTGce#forceEdit=true&sandboxMode=true&scrollTo=aeXshJM-Cuaf

视频解读：https://youtu.be/IoRH5u13P-4

9、Swin Transformer: Hierarchical Vision Transformer using Shifted Windows

论文链接：https://arxiv.org/abs/2103.14030v2

代码地址：https://github.com/microsoft/Swin-Transformer

视频解读：https://youtu.be/QcCJJOLCeJQ

10、IMAGE GANS MEET DIFFERENTIABLE RENDERING FOR INVERSE GRAPHICS AND INTERPRETABLE 3D NEURAL RENDERING

论文链接：https://arxiv.org/pdf/2010.09125.pdf

视频解读：https://youtu.be/dvjwRBZ3Hnw

11、Deep nets: What have they ever done for vision?

论文链接：https://arxiv.org/abs/1805.04025

视频解读：https://youtu.be/GhPDNzAVNDk

12、Infinite Nature: Perpetual View Generation of Natural Scenes from a Single Image

论文链接：https://arxiv.org/pdf/2012.09855.pdf

代码地址：https://github.com/google-research/google-research/tree/master/infinite_nature

视频解读：https://youtu.be/NIOt1HLV_Mo

在线试用：https://colab.research.google.com/github/google-research/google-research/blob/master/infinite_nature/infinite_nature_demo.ipynb#scrollTo=sCuRX1liUEVM

13、Portable, Self-Contained Neuroprosthetic Hand with Deep Learning-Based Finger Control

论文链接：https://arxiv.org/abs/2103.13452

视频解读：https://youtu.be/wNBrCRzlbVw

14、Total Relighting: Learning to Relight Portraits for Background Replacement

论文链接：https://augmentedperception.github.io/total_relighting/total_relighting_paper.pdf

视频解读：https://youtu.be/rVP2tcF_yRI

15、LASR: Learning Articulated Shape Reconstruction from a Monocular Video

论文链接：

https://openaccess.thecvf.com/content/CVPR2021/papers/Yang_LASR_Learning_Articulated_Shape_Reconstruction_From_a_Monocular_Video_CVPR_2021_paper.pdf

代码地址：https://github.com/google/lasr

视频解读：https://youtu.be/lac7wqjS-8E

16、Enhancing Photorealism Enhancement

论文链接：http://vladlen.info/papers/EPE.pdf

代码地址：https://github.com/isl-org/PhotorealismEnhancement

视频解读：https://youtu.be/3rYosbwXm1w

17、DefakeHop: A Light-Weight High-Performance Deepfake Detector

论文链接：https://arxiv.org/abs/2103.06929

视频解读：https://youtu.be/YMir8sRWRos

18、High-Resolution Photorealistic Image Translation in Real-Time: A Laplacian Pyramid Translation Network

论文链接：https://arxiv.org/pdf/2105.09188.pdf

代码地址：https://github.com/csjliang/LPTN

视频解读：https://youtu.be/X7WzlAyUGPo

19、Barbershop: GAN-based Image Compositing using Segmentation Masks

论文链接：https://arxiv.org/pdf/2106.01505.pdf

代码地址：https://github.com/ZPdesu/Barbershop

视频解读：https://youtu.be/HtqYMvBVJD8

20、TextStyleBrush: Transfer of text aesthetics from a single example

论文链接：https://arxiv.org/abs/2106.08385

代码地址：https://github.com/facebookresearch/IMGUR5K-Handwriting-Dataset?fbclid=IwAR0pRAxhf8Vg-5H3fA0BEaRrMeD21HfoCJ-so8V0qmWK7Ub21dvy_jqgiVo

视频解读：https://youtu.be/hhAri5fl-XI

21、Animating Pictures with Eulerian Motion Fields

论文链接：https://arxiv.org/abs/2011.15128

代码地址：https://eulerian.cs.washington.edu/

视频解读：https://youtu.be/KgTa2r7d0I0

22、CVPR 2021 Best Paper Award: GIRAFFE - Controllable Image Generation

论文链接：http://www.cvlibs.net/publications/Niemeyer2021CVPR.pdf

代码地址：https://github.com/autonomousvision/giraffe

视频解读：https://youtu.be/JIJkURAkCxM

23、GitHub Copilot & Codex: Evaluating Large Language Models Trained on Code

论文链接：https://arxiv.org/pdf/2107.03374.pdf

代码地址：https://copilot.github.com/

视频解读：https://youtu.be/az3oVVkTFB8

24、Apple: Recognizing People in Photos Through Private On-Device Machine Learning

论文链接：https://machinelearning.apple.com/research/recognizing-people-photos

视频解读：https://youtu.be/LIV-M-gFRFA