{"id":831,"date":"2021-12-26T21:02:29","date_gmt":"2021-12-26T13:02:29","guid":{"rendered":"http:\/\/139.9.1.231\/?p=831"},"modified":"2021-12-26T21:02:30","modified_gmt":"2021-12-26T13:02:30","slug":"2021-a-year-full-of-amazing-ai-papers-a-review","status":"publish","type":"post","link":"http:\/\/139.9.1.231\/index.php\/2021\/12\/26\/2021-a-year-full-of-amazing-ai-papers-a-review\/","title":{"rendered":"2021: A Year Full of Amazing AI papers &#8211; A Review"},"content":{"rendered":"\n<p>A curated list of the latest breakthroughs in AI by release date with a clear video explanation, link to a more in-depth article, and code.<\/p>\n\n\n\n<p>comefrom:<\/p>\n\n\n\n<p><a href=\"https:\/\/www.louisbouchard.ai\/2021-ai-papers-review\/\">https:\/\/www.louisbouchard.ai\/2021-ai-papers-review\/<\/a><\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-style-default\"><img src=\"https:\/\/images.unsplash.com\/photo-1604440977833-9c2f39dcc0c4?crop=entropy&amp;cs=tinysrgb&amp;fit=max&amp;fm=jpg&amp;ixid=MnwxMTc3M3wwfDF8c2VhcmNofDJ8fDIwMjF8ZW58MHx8fHwxNjM5ODY3MzIx&amp;ixlib=rb-1.2.1&amp;q=80&amp;w=2000\" alt=\"\"\/><\/figure>\n\n\n\n<h3 id=\"table-of-content\">Table of content<\/h3>\n\n\n\n<ul><li>DALL\u00b7E: Zero-Shot Text-to-Image Generation from OpenAI [1]<\/li><li>VOGUE: Try-On by StyleGAN Interpolation Optimization [2]<\/li><li>Taming Transformers for High-Resolution Image Synthesis [3]<\/li><li>Thinking Fast And Slow in AI [4]<\/li><li>Automatic detection and quantification of floating marine macro-litter in aerial images [5]<\/li><li>ShaRF: Shape-conditioned Radiance Fields from a Single View [6]<\/li><li>Generative Adversarial Transformers [7]<\/li><li>We Asked Artificial Intelligence to Create Dating Profiles. Would You Swipe Right? [8]<\/li><li>Swin Transformer: Hierarchical Vision Transformer using Shifted Windows [9]<\/li><li>IMAGE GANS MEET DIFFERENTIABLE RENDERING FOR INVERSE GRAPHICS AND INTERPRETABLE 3D NEURAL RENDERING [10]<\/li><li>Deep nets: What have they ever done for vision? [11]<\/li><li>Infinite Nature: Perpetual View Generation of Natural Scenes from a Single Image [12]<\/li><li>Portable, Self-Contained Neuroprosthetic Hand with Deep Learning-Based Finger Control [13]<\/li><li>Total Relighting: Learning to Relight Portraits for Background Replacement [14]<\/li><li>LASR: Learning Articulated Shape Reconstruction from a Monocular Video [15]<\/li><li>Enhancing Photorealism Enhancement [16]<\/li><li>DefakeHop: A Light-Weight High-Performance Deepfake Detector [17]<\/li><li>High-Resolution Photorealistic Image Translation in Real-Time: A Laplacian Pyramid Translation Network [18]<\/li><li>Barbershop: GAN-based Image Compositing using Segmentation Masks [19]<\/li><li>TextStyleBrush: Transfer of text aesthetics from a single example [20]<\/li><li>Animating Pictures with Eulerian Motion Fields [21]<\/li><li>CVPR 2021 Best Paper Award: GIRAFFE &#8211; Controllable Image Generation [22]<\/li><li>GitHub Copilot &amp; Codex: Evaluating Large Language Models Trained on Code [23]<\/li><li>Apple: Recognizing People in Photos Through Private On-Device Machine Learning [24]<\/li><li>Image Synthesis and Editing with Stochastic Differential Equations [25]<\/li><li>Sketch Your Own GAN [26]<\/li><li>Tesla&#8217;s Autopilot Explained [27]<\/li><li>Styleclip: Text-driven manipulation of StyleGAN imagery [28]<\/li><li>TimeLens: Event-based Video Frame Interpolation [29]<\/li><li>Diverse Generation from a Single Video Made Possible [30]<\/li><li>Skillful Precipitation Nowcasting using Deep Generative Models of Radar [31]<\/li><li>The Cocktail Fork Problem: Three-Stem Audio Separation for Real-World Soundtracks [32]<\/li><li>ADOP: Approximate Differentiable One-Pixel Point Rendering [33]<\/li><li>(Style)CLIPDraw: Coupling Content and Style in Text-to-Drawing Synthesis [34]<\/li><li>SwinIR: Image restoration using swin transformer [35]<\/li><li>EditGAN: High-Precision Semantic Image Editing [36]<\/li><li>CityNeRF: Building NeRF at City Scale [37]<\/li><li>ClipCap: CLIP Prefix for Image Captioning [38]<\/li><li>Paper references<\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>A curated list of the latest breakthroughs in AI by rel &hellip; <a href=\"http:\/\/139.9.1.231\/index.php\/2021\/12\/26\/2021-a-year-full-of-amazing-ai-papers-a-review\/\" class=\"more-link\">\u7ee7\u7eed\u9605\u8bfb<span class=\"screen-reader-text\">2021: A Year Full of Amazing AI papers &#8211; A Review<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[4,12,9],"tags":[],"_links":{"self":[{"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts\/831"}],"collection":[{"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/comments?post=831"}],"version-history":[{"count":3,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts\/831\/revisions"}],"predecessor-version":[{"id":834,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts\/831\/revisions\/834"}],"wp:attachment":[{"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/media?parent=831"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/categories?post=831"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/tags?post=831"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}