- Towards Universal Representation Learning for Deep Face Recognition [CVPR2020]
- Suppressing Uncertainties for Large-Scale Facial Expression Recognition [code] [CVPR2020]
- Face X-ray for More General Face Forgery Detection [CVPR2020]
- CurricularFace: Adaptive Curriculum Learning Loss for Deep Face Recognition [code] [CVPR2020]
- Learning Meta Face Recognition in Unseen Domains [code] [CVPR2020]
- Searching Central Difference Convolutional Networks for Face Anti-Spoofing [code] [CVPR2020]
- Rotate-and-Render: Unsupervised Photorealistic Face Rotation from Single-View Images [code] [CVPR2020]
- AvatarMe: Realistically Renderable 3D Facial Reconstruction "in-the-wild" [code] [CVPR2020]
- FaceScape: a Large-scale High Quality 3D Face Dataset and Detailed Riggable 3D Face Prediction [code] [CVPR2020]
2D
- Mask RCNN [ code]
- SSD [code]
- yolo3 [code]
- EfficientDet [code]
- Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection [code] [CVPR2020]
- CenterMask : Real-Time Anchor-Free Instance Segmentation [code] [CVPR2020]
- PolarMask: Single Shot Instance Segmentation with Polar Representation [code] [CVPR2020]
- ResNeSt: Split-Attention Networks [code] [CVPR2020]
Object tracking
3D
- PointNet [code]
- PointNet++ [code]
- VoxelNet [code]
- D3Feat: Joint Learning of Dense Detection and Description of 3D Local Features [code] [CVPR2020]
- Cascaded Refinement Network for Point Cloud Completion [code] [CVPR2020]
- PointAugment: an Auto-Augmentation Framework for Point Cloud Classification [code] [CVPR2020]
- Few-shot Object Detection via Feature Reweighting [ICCV2019]
- A Closer Look at Few-shot Classification [code] [ICLR2019]
- Learning to Propagate Labels: Transductive Propagation Network for Few-shot Learning [code] [ICLR2019]
- Few-Shot Object Detection with Attention-RPN and Multi-Relation Detector [CVPR2020]
- A New Meta-Baseline for Few-Shot Learning [code] [CVPR2020]
- A Baseline for Few-Shot Image Classification [ICLR2020]
- Deep Image Harmonization via Domain Verification [code] [CVPR2020]
- ABCNet: Real-time Scene Text Spotting with Adaptive Bezier-Curve Network [code] [CVPR2020]
- Deep Relational Reasoning Graph Network for Arbitrary Shape Text Detection [code] [CVPR2020]
- UnrealText: Synthesizing Realistic Scene Text Images from the Unreal World [code] [CVPR2020]
- Learn to Augment: Joint Data Augmentation and Network Optimization for Text Recognition [code] [CVPR2020]
2D
- CIFAR10 / CIFAR100
- kaggle
- Caltech 101
- Caltech 256
- Pascal VOC
- Labelme
- ImageNet
- MS COCO
- COIL 20
- COIL100
- Google’s Open Images
- Omniglot [meta learning]
3D