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.
comefrom:
https://www.louisbouchard.ai/2021-ai-papers-review/
Table of content
- 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