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## 👋Recent Update
###### 2019/07/11
- Deep face recognition using imperfect facial data
- Unequal-Training for Deep Face Recognition With Long-Tailed Noisy Data
- **RegularFace**: Deep Face Recognition via Exclusive Regularization
- **UniformFace**: Learning Deep Equidistributed Representation for Face Recognition
Expand All @@ -15,6 +16,7 @@ Face Technology Repository(**Updating**)
- **Led3D**: A Lightweight and Efficient Deep Approach to Recognizing Low-Quality 3D Faces
- R3 Adversarial Network for Cross Model Face Recognition

- **RetinaFace**: Single-stage Dense Face Localisation in the Wild
- Group Sampling for Scale Invariant Face Detection
- **FA-RPN**: Floating Region Proposals for Face Detection

Expand All @@ -24,12 +26,14 @@ Face Technology Repository(**Updating**)
- **LTC**: Learning to Cluster Faces on an Affinity Graph

- **FECNet**: A Compact Embedding for Facial Expression Similarity
- **LBVCNN**: Local Binary Volume Convolutional Neural Network for Facial Expression Recognition from Image Sequences

- Joint Representation and Estimator Learning for Facial Action Unit Intensity Estimation
- Local Relationship Learning With Person-Specific Shape Regularization for Facial Action Unit Detection
- **TCAE**: Self-Supervised Representation Learning From Videos for Facial Action Unit Detection
- **JAANet**: Deep Adaptive Attention for Joint Facial Action Unit Detection and Face Alignment

- **2DASL**: Joint 3D Face Reconstruction and Dense Face Alignment from A Single Image with 2D-Assisted Self-Supervised Learning
- **MVF-Net**: Multi-View 3D Face Morphable Model Regression
- Dense 3D Face Decoding Over 2500FPS: Joint Texture & Shape Convolutional Mesh Decoders
- Towards High-Fidelity Nonlinear 3D Face Morphable Model
Expand All @@ -40,17 +44,21 @@ Face Technology Repository(**Updating**)
- Learning to Regress 3D Face Shape and Expression From an Image Without 3D Supervision
- Boosting Local Shape Matching for Dense 3D Face Correspondence
- **FML**: Face Model Learning From Videos
- **2DASL**: Joint 3D Face Reconstruction and Dense Face Alignment from A Single Image with 2D-Assisted Self-Supervised Learning

- **ATVGnet**: Hierarchical Cross-Modal Talking Face Generation With Dynamic Pixel-Wise Loss
- **Speech2Face**: Learning the Face Behind a Voice

- Unsupervised Face Normalization With Extreme Pose and Expression in the Wild
- **GANFIT**: Generative Adversarial Network Fitting for High Fidelity 3D Face Reconstruction

- **BeautyGAN**: Instance-level Facial Makeup Transfer with Deep Generative Adversarial Network
- **FUNIT**: Few-Shot Unsupervised Image-to-Image Translation
- Automatic Face Aging in Videos via Deep Reinforcement Learning
- Attribute-Aware Face Aging With Wavelet-Based Generative Adversarial Networks
- **SAGAN**:Generative Adversarial Network with Spatial Attention for Face Attribute Editing
- **APDrawingGAN**: Generating Artistic Portrait Drawings From Face Photos With Hierarchical GANs
- **StyleGAN**: A Style-Based Generator Architecture for Generative Adversarial Networks

- 3D Guided Fine-Grained Face Manipulation
- **SemanticComponent**: Semantic Component Decomposition for Face Attribute Manipulation
Expand All @@ -62,6 +70,10 @@ Face Technology Repository(**Updating**)
- Multi-Adversarial Discriminative Deep Domain Generalization for Face Presentation Attack Detection
- Efficient Decision-Based Black-Box Adversarial Attacks on Face Recognition

- **Speech2Face**: Learning the Face Behind a Voice
- **JFDFMR**: Joint Face Detection and Facial Motion Retargeting for Multiple Faces
- **ATVGnet**: Hierarchical Cross-Modal Talking Face Generation With Dynamic Pixel-Wise Loss

- High-Quality Face Capture Using Anatomical Muscles
- Monocular Total Capture: Posing Face, Body, and Hands in the Wild
- Expressive Body Capture: 3D Hands, Face, and Body From a Single Image
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#### Face Attribute
- **CelebA**: Deep Learning Face Attributes in the Wild(**10k people in 202k images with 5 landmarks and 40 binary attributes per image**) [[paper]](https://www.cv-foundation.org/openaccess/content_iccv_2015/papers/Liu_Deep_Learning_Face_ICCV_2015_paper.pdf "ICCV2015") [[dataset]](http://mmlab.ie.cuhk.edu.hk/projects/CelebA.html)


## 🔖Face Recognition
- Deep face recognition using imperfect facial data [[paper]](https://www.sciencedirect.com/science/article/pii/S0167739X18331133 "FGCS2019")
- Unequal-Training for Deep Face Recognition With Long-Tailed Noisy Data [[paper]](http://openaccess.thecvf.com/content_CVPR_2019/papers/Zhong_Unequal-Training_for_Deep_Face_Recognition_With_Long-Tailed_Noisy_Data_CVPR_2019_paper.pdf "CVPR2019") [[code]](https://github.com/zhongyy/Unequal-Training-for-Deep-Face-Recognition-with-Long-Tailed-Noisy-Data "MXNet")
- **RegularFace**: Deep Face Recognition via Exclusive Regularization [[paper]](http://openaccess.thecvf.com/content_CVPR_2019/papers/Zhao_RegularFace_Deep_Face_Recognition_via_Exclusive_Regularization_CVPR_2019_paper.pdf "CVPR2019")
- **UniformFace**: Learning Deep Equidistributed Representation for Face Recognition [[paper]](http://openaccess.thecvf.com/content_CVPR_2019/papers/Duan_UniformFace_Learning_Deep_Equidistributed_Representation_for_Face_Recognition_CVPR_2019_paper.pdf "CVPR2019")
Expand Down Expand Up @@ -195,6 +207,7 @@ Face Technology Repository(**Updating**)
- **EigenFace(PCA)**: Face recognition using eigenfaces [[paper]](http://www.cs.ucsb.edu/~mturk/Papers/mturk-CVPR91.pdf "CVPR1991") [[code]](https://docs.opencv.org/2.4/modules/contrib/doc/facerec/facerec_tutorial.html "OpenCV")

## 🔖Face Detection
- **RetinaFace**: Single-stage Dense Face Localisation in the Wild [[paper]](https://arxiv.org/abs/1905.00641 "arXiv2019") [[code]](https://github.com/deepinsight/insightface/tree/master/RetinaFace "MXNet")
- Group Sampling for Scale Invariant Face Detection [[paper]](http://openaccess.thecvf.com/content_CVPR_2019/papers/Ming_Group_Sampling_for_Scale_Invariant_Face_Detection_CVPR_2019_paper.pdf "CVPR2019")
- **FA-RPN**: Floating Region Proposals for Face Detection [[paper]](http://openaccess.thecvf.com/content_CVPR_2019/papers/Najibi_FA-RPN_Floating_Region_Proposals_for_Face_Detection_CVPR_2019_paper.pdf "CVPR2019")
- **SFA**: Small Faces Attention Face Detector [[paper]](https://arxiv.org/abs/1812.08402 "SPIC2019") [[code]](https://github.com/shiluo1990/SFA "Caffe")
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## 🔖Face Expression
- **FECNet**: A Compact Embedding for Facial Expression Similarity [[paper]](http://openaccess.thecvf.com/content_CVPR_2019/papers/Vemulapalli_A_Compact_Embedding_for_Facial_Expression_Similarity_CVPR_2019_paper.pdf "CVPR2019") [[code]](https://github.com/GerardLiu96/FECNet "Keras")
- **LBVCNN**: Local Binary Volume Convolutional Neural Network for Facial Expression Recognition from Image Sequences [[paper]](https://arxiv.org/abs/1904.07647 "arXiv2019")

## 🔖Face Action
- Joint Representation and Estimator Learning for Facial Action Unit Intensity Estimation [[paper]](http://openaccess.thecvf.com/content_CVPR_2019/papers/Zhang_Joint_Representation_and_Estimator_Learning_for_Facial_Action_Unit_Intensity_CVPR_2019_paper.pdf "CVPR2019")
Expand All @@ -241,17 +255,17 @@ Face Technology Repository(**Updating**)
- **JAANet**: Deep Adaptive Attention for Joint Facial Action Unit Detection and Face Alignment [[paper]](http://openaccess.thecvf.com/content_ECCV_2018/papers/Zhiwen_Shao_Deep_Adaptive_Attention_ECCV_2018_paper.pdf "ECCV2018") [[code]](https://github.com/ZhiwenShao/JAANet "Caffe")

## 🔖Face 3D
- **2DASL**: Joint 3D Face Reconstruction and Dense Face Alignment from A Single Image with 2D-Assisted Self-Supervised Learning [[paper]](https://arxiv.org/abs/1903.09359 "arXiv2019") [[code]](https://github.com/XgTu/2DASL "PyTorch & Matlab")
- **MVF-Net**: Multi-View 3D Face Morphable Model Regression [[paper]](http://openaccess.thecvf.com/content_CVPR_2019/papers/Wu_MVF-Net_Multi-View_3D_Face_Morphable_Model_Regression_CVPR_2019_paper.pdf "CVPR2019") [[code]](https://github.com/Fanziapril/mvfnet "PyTorch")
- Dense 3D Face Decoding Over 2500FPS: Joint Texture & Shape Convolutional Mesh Decoders [[paper]](http://openaccess.thecvf.com/content_CVPR_2019/papers/Zhou_Dense_3D_Face_Decoding_Over_2500FPS_Joint_Texture__Shape_CVPR_2019_paper.pdf "CVPR2019")
- Towards High-Fidelity Nonlinear 3D Face Morphable Model [[paper]](http://openaccess.thecvf.com/content_CVPR_2019/papers/Tran_Towards_High-Fidelity_Nonlinear_3D_Face_Morphable_Model_CVPR_2019_paper.pdf "CVPR2019")
- Towards High-Fidelity Nonlinear 3D Face Morphable Model [[paper]](http://openaccess.thecvf.com/content_CVPR_2019/papers/Tran_Towards_High-Fidelity_Nonlinear_3D_Face_Morphable_Model_CVPR_2019_paper.pdf "CVPR2019") [[project]](http://cvlab.cse.msu.edu/project-nonlinear-3dmm.html)
- Combining 3D Morphable Models: A Large Scale Face-And-Head Model [[paper]](http://openaccess.thecvf.com/content_CVPR_2019/papers/Ploumpis_Combining_3D_Morphable_Models_A_Large_Scale_Face-And-Head_Model_CVPR_2019_paper.pdf "CVPR2019")
- Disentangled Representation Learning for 3D Face Shape [[paper]](http://openaccess.thecvf.com/content_CVPR_2019/papers/Jiang_Disentangled_Representation_Learning_for_3D_Face_Shape_CVPR_2019_paper.pdf "CVPR2019") [[code]](https://github.com/zihangJiang/DR-Learning-for-3D-Face "Keras")
- Self-Supervised Adaptation of High-Fidelity Face Models for Monocular Performance Tracking [[paper]](http://openaccess.thecvf.com/content_CVPR_2019/papers/Yoon_Self-Supervised_Adaptation_of_High-Fidelity_Face_Models_for_Monocular_Performance_Tracking_CVPR_2019_paper.pdf "CVPR2019")
- **MMFace**: A Multi-Metric Regression Network for Unconstrained Face Reconstruction [[paper]](http://openaccess.thecvf.com/content_CVPR_2019/papers/Yi_MMFace_A_Multi-Metric_Regression_Network_for_Unconstrained_Face_Reconstruction_CVPR_2019_paper.pdf "CVPR2019")
- **RingNet**: Learning to Regress 3D Face Shape and Expression From an Image Without 3D Supervision [[paper]](http://openaccess.thecvf.com/content_CVPR_2019/papers/Sanyal_Learning_to_Regress_3D_Face_Shape_and_Expression_From_an_CVPR_2019_paper.pdf "CVPR2019") [[code]](https://github.com/soubhiksanyal/RingNet "TensorFlow") [[project]](https://ringnet.is.tue.mpg.de/)
- Boosting Local Shape Matching for Dense 3D Face Correspondence [[paper]](http://openaccess.thecvf.com/content_CVPR_2019/papers/Fan_Boosting_Local_Shape_Matching_for_Dense_3D_Face_Correspondence_CVPR_2019_paper.pdf "CVPR2019")
- **FML**: Face Model Learning From Videos [[paper]](http://openaccess.thecvf.com/content_CVPR_2019/papers/Tewari_FML_Face_Model_Learning_From_Videos_CVPR_2019_paper.pdf "CVPR2019")
- **ATVGnet**: Hierarchical Cross-Modal Talking Face Generation With Dynamic Pixel-Wise Loss [[paper]](http://openaccess.thecvf.com/content_CVPR_2019/papers/Chen_Hierarchical_Cross-Modal_Talking_Face_Generation_With_Dynamic_Pixel-Wise_Loss_CVPR_2019_paper.pdf "CVPR2019") [[code]](https://github.com/lelechen63/ATVGnet "PyTorch")

## 🔖Face GAN
#### Face Aging
Expand All @@ -262,6 +276,16 @@ Face Technology Repository(**Updating**)
#### Face Drawing
- **APDrawingGAN**: Generating Artistic Portrait Drawings From Face Photos With Hierarchical GANs [[paper]](http://openaccess.thecvf.com/content_CVPR_2019/papers/Yi_APDrawingGAN_Generating_Artistic_Portrait_Drawings_From_Face_Photos_With_Hierarchical_CVPR_2019_paper.pdf "CVPR2019") [[code]](https://github.com/yiranran/APDrawingGAN "PyTorch")
---
#### Face Generation
- **StyleGAN**: A Style-Based Generator Architecture for Generative Adversarial Networks [[paper]](http://openaccess.thecvf.com/content_CVPR_2019/papers/Karras_A_Style-Based_Generator_Architecture_for_Generative_Adversarial_Networks_CVPR_2019_paper.pdf "CVPR2019") [[code]](https://github.com/NVlabs/stylegan "TensorFlow") [[dataset]](https://github.com/NVlabs/ffhq-dataset "FFHQ")
---
#### Face Makeup
- **BeautyGAN**: Instance-level Facial Makeup Transfer with Deep Generative Adversarial Network [[paper]](http://liusi-group.com/pdf/BeautyGAN-camera-ready_2.pdf "Multimedia Conference, ACM2018") [[code]](https://github.com/Honlan/BeautyGAN "TensorFlow") [[project]](http://liusi-group.com/projects/BeautyGAN) [[poster]](http://liusi-group.com/pdf/BeautyGAN-camera-ready_2_poster.pdf)

#### Face Swap
- **Faceswap**: A tool that utilizes deep learning to recognize and swap faces in pictures and videos [[code1]](https://github.com/deepfakes/faceswap "TensorFlow") [[code2]](https://github.com/iperov/DeepFaceLab "TensorFlow/Keras")
- **FUNIT**: Few-Shot Unsupervised Image-to-Image Translation [[paper]](https://arxiv.org/abs/1905.01723 "arXiv2019") [[code]](https://github.com/NVlabs/FUNIT "PyTorch") [[project]](https://nvlabs.github.io/FUNIT/)
---
- Unsupervised Face Normalization With Extreme Pose and Expression in the Wild [[paper]](http://openaccess.thecvf.com/content_CVPR_2019/papers/Qian_Unsupervised_Face_Normalization_With_Extreme_Pose_and_Expression_in_the_CVPR_2019_paper.pdf "CVPR2019") [[code]](https://github.com/mx54039q/fnm "TensorFlow")
- **GANFIT**: Generative Adversarial Network Fitting for High Fidelity 3D Face Reconstruction [[paper]](http://openaccess.thecvf.com/content_CVPR_2019/papers/Gecer_GANFIT_Generative_Adversarial_Network_Fitting_for_High_Fidelity_3D_Face_CVPR_2019_paper.pdf "CVPR2019") [[project]](https://github.com/barisgecer/GANFit)
- **HF-PIM**: Learning a High Fidelity Pose Invariant Model for High-resolution Face Frontalization [[paper]](http://papers.nips.cc/paper/7551-learning-a-high-fidelity-pose-invariant-model-for-high-resolution-face-frontalization.pdf "NIPS2018")
Expand All @@ -271,7 +295,6 @@ Face Technology Repository(**Updating**)
[[code]](https://github.com/yunjey/StarGAN "PyTorch")
- **PGAN**: Progressive Growing of GANs for Improved Quality, Stability, and Variation [[paper]](https://arxiv.org/abs/1710.10196 "ICLR2018")
[[code1]](https://github.com/tkarras/progressive_growing_of_gans "TensorFlow") [[code2]](https://github.com/github-pengge/PyTorch-progressive_growing_of_gans "PyTorch")
- **Faceswap**: A tool that utilizes deep learning to recognize and swap faces in pictures and videos [[code1]](https://github.com/deepfakes/faceswap "TensorFlow") [[code2]](https://github.com/iperov/DeepFaceLab "TensorFlow/Keras")

## 🔖Face Manipulation
- 3D Guided Fine-Grained Face Manipulation [[paper]](http://openaccess.thecvf.com/content_CVPR_2019/papers/Geng_3D_Guided_Fine-Grained_Face_Manipulation_CVPR_2019_paper.pdf "CVPR2019")
Expand All @@ -289,6 +312,7 @@ Face Technology Repository(**Updating**)
## 🔖Face Cross-Modal
- **Speech2Face**: Learning the Face Behind a Voice [[paper]](http://openaccess.thecvf.com/content_CVPR_2019/papers/Oh_Speech2Face_Learning_the_Face_Behind_a_Voice_CVPR_2019_paper.pdf "CVPR2019") [[project]](https://speech2face.github.io/)
- **JFDFMR**: Joint Face Detection and Facial Motion Retargeting for Multiple Faces [[paper]](http://openaccess.thecvf.com/content_CVPR_2019/papers/Chaudhuri_Joint_Face_Detection_and_Facial_Motion_Retargeting_for_Multiple_Faces_CVPR_2019_paper.pdf "CVPR2019")
- **ATVGnet**: Hierarchical Cross-Modal Talking Face Generation With Dynamic Pixel-Wise Loss [[paper]](http://openaccess.thecvf.com/content_CVPR_2019/papers/Chen_Hierarchical_Cross-Modal_Talking_Face_Generation_With_Dynamic_Pixel-Wise_Loss_CVPR_2019_paper.pdf "CVPR2019") [[code]](https://github.com/lelechen63/ATVGnet "PyTorch")

## 🔖Face Capture
- High-Quality Face Capture Using Anatomical Muscles [[paper]](http://openaccess.thecvf.com/content_CVPR_2019/papers/Bao_High-Quality_Face_Capture_Using_Anatomical_Muscles_CVPR_2019_paper.pdf "CVPR2019")
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