one-day-one-paper
I am trying to go through a paper per day about machine learning and deep learning. I will be posting the paper links which I have gone through
Papers
Computer Vision
Image Segmentation
- Mask R-CNN | Paper | Code
- Image Segmentation Algorithms Overview | Paper
- Fully Convolutional Networks for Semantic Segmentation | Paper
- U-Net: Convolutional Networks for Biomedical Image Segmentation | Paper
- PointRend: Image Segmentation as Rendering | Paper | Code
- A Large-Scale Benchmark for Food Image Segmentation | Paper | Code
- Nutrition5k: Towards Automatic Nutritional Understanding of Generic Food | Paper
Video Segmentation
- A Survey on Deep Learning Technique for Video Segmentation | Paper
Generative Adversarial Networks(GAN)
- A Style-Based Generator Architecture for Generative Adversarial Networks | Paper | Code
- StyleRig: Rigging StyleGAN for 3D Control over Portrait Images | Paper
- Only a Matter of Style: Age Transformation Using a Style-Based Regression Model | Paper | Code
- DeepFaceLab: Integrated, flexible and extensible face-swapping framework | Paper
- High Resolution Face Age Editing | Paper | Code
- Generate Identity-Preserving Faces by Generative Adversarial Networks | Paper
- Re-Aging GAN: Toward Personalized Face Age Transformation | Paper
3D Morphable Models
- A Morphable Model For The Synthesis Of 3D Faces | Paper
- 3D Morphable Face Models -- Past, Present and Future | Paper
- Learning a model of facial shape and expression from 4D scans | Paper | Code
- Statistical modeling of facial aging based on 3D scans | Paper
- Nonlinear 3D Face Morphable Model | Paper
- Learning to Regress 3D Face Shape and Expression from an Image without 3D Supervision | Paper | Code
3D Reconstruction
- A Review On 3D Reconstruction Techniques From 2D Images | Paper
- 3D Face Reconstruction From Single 2D Image Using Distinctive Features | Paper
- Towards Fast, Accurate and Stable 3D Dense Face Alignment | Paper
- Neural Head Avatars from Monocular RGB Videos | Paper | Code
- Detail 3D Face Reconstruction Based on 3DMM and Displacement Map | Paper
- Synergy between 3DMM and 3D Landmarks for Accurate 3D Facial Geometry | Paper | Code
Face Reenactment
- Face2Face: Real-time Face Capture and Reenactment of RGB Videos | Paper
- HifiFace: 3D Shape and Semantic Prior Guided High Fidelity Face Swapping | Paper