人脸相关的论文着实不少，各个细分领域全面开花。遂花了些时间把人脸相关的论文汇总了一下，或有见地，或工作相关，在此先放个完整名录，而后再细细分解。
DSFD: Dual Shot Face DetectorJian Li,Yabiao Wang,Changan Wang,Ying Tai,Jianjun Qian,Jian Yang,Chengjie Wang,Jilin Li,Feiyue Huang[pdf][bibtex][code]
论文解读：
Joint Face Detection and Facial Motion Retargeting for Multiple FacesBindita Chaudhuri,Noranart Vesdapunt,Baoyuan Wang[pdf] [supp][bibtex]
Group Sampling for Scale Invariant Face DetectionXiang Ming,Fangyun Wei,Ting Zhang,Dong Chen,Fang Wen[pdf] [supp][bibtex]
FA-RPN: Floating Region Proposals for Face DetectionMahyar Najibi,Bharat Singh,Larry S. Davis[pdf][bibtex]
RegularFace: Deep Face Recognition via Exclusive RegularizationKai Zhao,Jingyi Xu,Ming-Ming Cheng[pdf][bibtex]
ArcFace: Additive Angular Margin Loss for Deep Face RecognitionJiankang Deng,Jia Guo,Niannan Xue,Stefanos Zafeiriou[pdf][bibtex]
Noise-Tolerant Paradigm for Training Face Recognition CNNsWei Hu,Yangyu Huang,Fan Zhang,Ruirui Li[pdf][bibtex]
Low-Rank Laplacian-Uniform Mixed Model for Robust Face RecognitionJiayu Dong,Huicheng Zheng,Lina Lian[pdf][bibtex]
AdaptiveFace: Adaptive Margin and Sampling for Face RecognitionHao Liu,Xiangyu Zhu,Zhen Lei,Stan Z. Li[pdf] [supp][bibtex]
P2SGrad: Refined Gradients for Optimizing Deep Face ModelsXiao Zhang,Rui Zhao,Junjie Yan,Mengya Gao,Yu Qiao,Xiaogang Wang,Hongsheng Li[pdf][bibtex]
AdaCos: Adaptively Scaling Cosine Logits for Effectively Learning Deep Face RepresentationsXiao Zhang,Rui Zhao,Yu Qiao,Xiaogang Wang,Hongsheng Li[pdf][bibtex]
R3 Adversarial Network for Cross Model Face RecognitionKen Chen,Yichao Wu,Haoyu Qin,Ding Liang,Xuebo Liu,Junjie Yan[pdf][bibtex]
Unequal-Training for Deep Face Recognition With Long-Tailed Noisy DataYaoyao Zhong,Weihong Deng,Mei Wang,Jiani Hu,Jianteng Peng,Xunqiang Tao,Yaohai Huang[pdf][bibtex]
Decorrelated Adversarial Learning for Age-Invariant Face RecognitionHao Wang,Dihong Gong,Zhifeng Li,Wei Liu[pdf][bibtex]
UniformFace: Learning Deep Equidistributed Representation for Face RecognitionYueqi Duan,Jiwen Lu,Jie Zhou[pdf][bibtex]
Efficient Decision-Based Black-Box Adversarial Attacks on Face RecognitionYinpeng Dong,Hang Su,Baoyuan Wu,Zhifeng Li,Wei Liu,Tong Zhang,Jun Zhu[pdf] [supp][bibtex]
Unsupervised Face Normalization With Extreme Pose and Expression in the WildYichen Qian,Weihong Deng,Jiani Hu[pdf] [supp][bibtex][code]
A Dataset and Benchmark for Large-Scale Multi-Modal Face Anti-SpoofingShifeng Zhang,Xiaobo Wang,Ajian Liu,Chenxu Zhao,Jun Wan,Sergio Escalera,Hailin Shi,Zezheng Wang,Stan Z. Li[pdf][supp][bibtex]
Face Anti-Spoofing: Model Matters, so Does DataXiao Yang,Wenhan Luo,Linchao Bao,Yuan Gao,Dihong Gong,Shibao Zheng,Zhifeng Li,Wei Liu[pdf][bibtex]
Deep Tree Learning for Zero-Shot Face Anti-SpoofingYaojie Liu,Joel Stehouwer,Amin Jourabloo,Xiaoming Liu[pdf][bibtex]
Feature Transfer Learning for Face Recognition With Under-Represented DataXi Yin,Xiang Yu,Kihyuk Sohn,Xiaoming Liu,Manmohan Chandraker[pdf] [分享：
