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Top 10 Computer Vision Papers in 2020

Top 10 Computer Vision Papers in 2020


The top 10 computer vision papers in 2020 with video demos, articles, code, and paper reference.


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LIST OF PAPERS


1. Sea-thru: A Method For Removing Water From Underwater Images

2. Neural circuit policies enabling auditable autonomy

3. NeRV: Neural Reflectance and Visibility Fields for Relighting and View Synthesis

4. YOLOv4: Optimal Speed and Accuracy of Object Detection

5. PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models

6. Image GPT-Generative Pretraining from Pixels

7. DeepFaceDrawing: Deep Generation of Face Images from Sketches

8. PIFuHD: Multi-Level Pixel-Aligned Implicit Function for High-Resolution 3D Human Digitization

9. RAFT: Recurrent All-Pairs Field Transforms for Optical Flow

10. Learning Joint Spatial-Temporal Transformations for Video Inpainting






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