2021 Amazing AI papers一览

以下为按发布日期列出的 AI 最新进展论文列表，附有视频讲解、更深入分析文章的链接和代码。整理自：https://github.com/louisfb01/best_AI_papers_2021

The Full List

• DALL·E: Zero-Shot Text-to-Image Generation from OpenAI [1]
• VOGUE: Try-On by StyleGAN Interpolation Optimization [2]
• Taming Transformers for High-Resolution Image Synthesis [3]
• Thinking Fast And Slow in AI [4]
• Automatic detection and quantification of floating marine macro-litter in aerial images [5]
• ShaRF: Shape-conditioned Radiance Fields from a Single View [6]
• Generative Adversarial Transformers [7]
• We Asked Artificial Intelligence to Create Dating Profiles. Would You Swipe Right? [8]
• Swin Transformer: Hierarchical Vision Transformer using Shifted Windows [9]
• IMAGE GANS MEET DIFFERENTIABLE RENDERING FOR INVERSE GRAPHICS AND INTERPRETABLE 3D NEURAL RENDERING [10]
• Deep nets: What have they ever done for vision? [11]
• Infinite Nature: Perpetual View Generation of Natural Scenes from a Single Image [12]
• Portable, Self-Contained Neuroprosthetic Hand with Deep Learning-Based Finger Control [13]
• Total Relighting: Learning to Relight Portraits for Background Replacement [14]
• LASR: Learning Articulated Shape Reconstruction from a Monocular Video [15]
• Enhancing Photorealism Enhancement [16]
• DefakeHop: A Light-Weight High-Performance Deepfake Detector [17]
• High-Resolution Photorealistic Image Translation in Real-Time: A Laplacian Pyramid Translation Network [18]
• Barbershop: GAN-based Image Compositing using Segmentation Masks [19]
• TextStyleBrush: Transfer of text aesthetics from a single example [20]
• Animating Pictures with Eulerian Motion Fields [21]
• CVPR 2021 Best Paper Award: GIRAFFE - Controllable Image Generation [22]
• GitHub Copilot & Codex: Evaluating Large Language Models Trained on Code [23]
• Apple: Recognizing People in Photos Through Private On-Device Machine Learning [24]
• Image Synthesis and Editing with Stochastic Differential Equations [25]
• Sketch Your Own GAN [26]
• Tesla's Autopilot Explained [27]
• Styleclip: Text-driven manipulation of StyleGAN imagery [28]
• TimeLens: Event-based Video Frame Interpolation [29]
• Diverse Generation from a Single Video Made Possible [30]
• Skillful Precipitation Nowcasting using Deep Generative Models of Radar [31]
• The Cocktail Fork Problem: Three-Stem Audio Separation for Real-World Soundtracks [32]
• ADOP: Approximate Differentiable One-Pixel Point Rendering [33]
• (Style)CLIPDraw: Coupling Content and Style in Text-to-Drawing Synthesis [34]
• SwinIR: Image restoration using swin transformer [35]
• EditGAN: High-Precision Semantic Image Editing [36]
• CityNeRF: Building NeRF at City Scale [37]
• ClipCap: CLIP Prefix for Image Captioning [38]
• Paper references

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