🤓 The top 10 computer vision papers in 2020 with video demos, articles, code, and paper reference:
https://www.kdnuggets.com/2021/01/top-10-computer-vision-papers-2020.htmlThe list:
- Sea-thru: A Method For Removing Water From Underwater Images
- Neural circuit policies enabling auditable autonomy
- NeRV: Neural Reflectance and Visibility Fields for Relighting and View Synthesis
- YOLOv4: Optimal Speed and Accuracy of Object Detection
- PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models
- Image GPT - Generative Pretraining from Pixels
- DeepFaceDrawing: Deep Generation of Face Images from Sketches
- PIFuHD: Multi-Level Pixel-Aligned Implicit Function for High-Resolution 3D Human Digitization
- RAFT: Recurrent All-Pairs Field Transforms for Optical Flow
- Learning Joint Spatial-Temporal Transformations for Video Inpainting
- Old Photo Restoration via Deep Latent Space Translation
- Is a Green Screen Really Necessary for Real-Time Portrait Matting?
- DeOldify
GitHub Repo:
https://github.com/louisfb01/Top-10-Computer-Vision-Papers-2020