人脸识别

Learning Meta Face Recognition in Unseen Domains

作者 | Jianzhu Guo, Xiangyu Zhu, Chenxu Zhao, Dong Cao, Zhen Lei, Stan Z. Li

代码 | //github.com/cleardusk/MFR

Vec2Face: Unveil Human Faces From Their Blackbox Features in Face Recognition

作者 | Chi Nhan Duong, Thanh-Dat Truong, Khoa Luu, Kha Gia Quach, Hung Bui, Kaushik Roy

Data Uncertainty Learning in Face Recognition

作者 | Jie Chang, Zhonghao Lan, Changmao Cheng, Yichen Wei

代码 | //github.com/Ontheway361/dul-pytorch

GroupFace: Learning Latent Groups and Constructing Group-Based Representations for Face Recognition

作者 | Yonghyun Kim, Wonpyo Park, Myung-Cheol Roh, Jongju Shin

CurricularFace: Adaptive Curriculum Learning Loss for Deep Face Recognition

作者 | Yuge Huang, Yuhan Wang, Ying Tai, Xiaoming Liu, Pengcheng Shen, Shaoxin Li, Jilin Li, Feiyue Huang

代码 | //github.com/HuangYG123/CurricularFace

Mitigating Bias in Face Recognition Using Skewness-Aware Reinforcement Learning

作者 | Mei Wang, Weihong Deng

Hierarchical Pyramid Diverse Attention Networks for Face Recognition

作者 | Qiangchang Wang, Tianyi Wu, He Zheng, Guodong Guo

Towards Universal Representation Learning for Deep Face Recognition

作者 | Yichun Shi, Xiang Yu, Kihyuk Sohn, Manmohan Chandraker, Anil K. Jain

Rotation Consistent Margin Loss for Efficient Low-Bit Face Recognition

作者 | Yudong Wu, Yichao Wu, Ruihao Gong, Yuanhao Lv, Ken Chen, Ding Liang, Xiaolin Hu, Xianglong Liu, Junjie Yan

Domain Balancing: Face Recognition on Long-Tailed Domains

作者 | Dong Cao, Xiangyu Zhu, Xingyu Huang, Jianzhu Guo, Zhen Lei

RDCFace: Radial Distortion Correction for Face Recognition

作者 | He Zhao, Xianghua Ying, Yongjie Shi, Xin Tong, Jingsi Wen, Hongbin Zha

Global-Local GCN: Large-Scale Label Noise Cleansing for Face Recognition

作者 | Yaobin Zhang, Weihong Deng, Mei Wang, Jiani Hu, Xian Li, Dongyue Zhao, Dongchao Wen

FM2u-Net: Face Morphological Multi-Branch Network for Makeup-Invariant Face Verification

作者 | Wenxuan Wang, Yanwei Fu, Xuelin Qian, Yu-Gang Jiang, Qi Tian, Xiangyang Xue

   表情识别

Label Distribution Learning on Auxiliary Label Space Graphs for Facial Expression Recognition

作者 | Shikai Chen, Jianfeng Wang, Yuedong Chen, Zhongchao Shi, Xin Geng, Yong Rui

Suppressing Uncertainties for Large-Scale Facial Expression Recognition

作者 | Kai Wang, Xiaojiang Peng, Jianfei Yang, Shijian Lu, Yu Qiao

代码 | //github.com/kaiwang960112/Self-Cure-Network

   人脸检测

RetinaFace: Single-Shot Multi-Level Face Localisation in the Wild

作者 | Jiankang Deng, Jia Guo, Evangelos Ververas, Irene Kotsia, Stefanos Zafeiriou

BFBox: Searching Face-Appropriate Backbone and Feature Pyramid Network for Face Detector

作者 | Yang Liu, Xu Tang

HAMBox: Delving Into Mining High-Quality Anchors on Face Detection

作者 | Yang Liu, Xu Tang, Junyu Han, Jingtuo Liu, Dinger Rui, Xiang Wu

   人脸反欺骗

Searching Central Difference Convolutional Networks for Face Anti-Spoofing

作者 | Zitong Yu, Chenxu Zhao, Zezheng Wang, Yunxiao Qin, Zhuo Su, Xiaobai Li, Feng Zhou, Guoying Zhao

代码 | //github.com/ZitongYu/CDCN

Cross-Domain Face Presentation Attack Detection via Multi-Domain Disentangled Representation Learning

作者 | Guoqing Wang, Hu Han, Shiguang Shan, Xilin Chen

Deep Spatial Gradient and Temporal Depth Learning for Face Anti-Spoofing

作者 | Zezheng Wang, Zitong Yu, Chenxu Zhao, Xiangyu Zhu, Yunxiao Qin, Qiusheng Zhou, Feng Zhou, Zhen Lei

代码 | //github.com/clks-wzz/FAS-SGTD

Single-Side Domain Generalization for Face Anti-Spoofing

作者 | Yunpei Jia, Jie Zhang, Shiguang Shan, Xilin Chen

代码 | //github.com/taylover-pei/SSDG-CVPR2020

   人脸伪造检测、假脸检测

Face X-Ray for More General Face Forgery Detection

作者 | Lingzhi Li, Jianmin Bao, Ting Zhang, Hao Yang, Dong Chen, Fang Wen, Baining Guo

代码 | //github.com/neverUseThisName/Face-X-Ray（非官方）

DeeperForensics-1.0: A Large-Scale Dataset for Real-World Face Forgery Detection

作者 | Liming Jiang, Ren Li, Wayne Wu, Chen Qian, Chen Change Loy

代码 | //github.com/EndlessSora/DeeperForensics-1.0

On the Detection of Digital Face Manipulation

作者 | Hao Dang, Feng Liu, Joel Stehouwer, Xiaoming Liu, Anil K. Jain

代码 | //cvlab.cse.msu.edu/project-ffd.html

Global Texture Enhancement for Fake Face Detection in the Wild

作者 | Zhengzhe Liu, Xiaojuan Qi, Philip H.S. Torr

   人脸超分辨率

Learning to Have an Ear for Face Super-Resolution

作者 | Givi Meishvili, Simon Jenni, Paolo Favaro

代码 | //github.com/gmeishvili/ear_for_face_super_resolution

Deep Face Super-Resolution With Iterative Collaboration Between Attentive Recovery and Landmark Estimation

作者 | Cheng Ma, Zhenyu Jiang, Yongming Rao, Jiwen Lu, Jie Zhou

代码 | //github.com/Maclory/Deep-Iterative-Collaboration

   3D人脸重建

Towards High-Fidelity 3D Face Reconstruction From In-the-Wild Images Using Graph Convolutional Networks

作者 | Jiangke Lin, Yi Yuan, Tianjia Shao, Kun Zhou

代码 | //github.com/FuxiCV/3D-Face-GCNs

ReDA:Reinforced Differentiable Attribute for 3D Face Reconstruction

作者 | Wenbin Zhu, HsiangTao Wu, Zeyu Chen, Noranart Vesdapunt, Baoyuan Wang

AvatarMe: Realistically Renderable 3D Facial Reconstruction “In-the-Wild”

作者 | Alexandros Lattas, Stylianos Moschoglou, Baris Gecer, Stylianos Ploumpis, Vasileios Triantafyllou, Abhijeet Ghosh, Stefanos Zafeiriou

代码 | //github.com/lattas/avatarme

Uncertainty-Aware Mesh Decoder for High Fidelity 3D Face Reconstruction

作者 | Gun-Hee Lee, Seong-Whan Lee

Deep Facial Non-Rigid Multi-View Stereo

作者 | Ziqian Bai, Zhaopeng Cui, Jamal Ahmed Rahim, Xiaoming Liu, Ping Tan

代码 | //github.com/zqbai-jeremy/DFNRMVS

   人脸图像修复

Enhanced Blind Face Restoration With Multi-Exemplar Images and Adaptive Spatial Feature Fusion

作者 | Xiaoming Li, Wenyu Li, Dongwei Ren, Hongzhi Zhang, Meng Wang, Wangmeng Zuo

代码 | //github.com/csxmli2016/ASFFNet

Lightweight Photometric Stereo for Facial Details Recovery

作者 | Xueying Wang, Yudong Guo, Bailin Deng, Juyong Zhang

代码 | //github.com/Juyong/FacePSNet

   人脸图像质量评价

SER-FIQ: Unsupervised Estimation of Face Image Quality Based on Stochastic Embedding Robustness

作者 | Philipp Terhorst, Jan Niklas Kolf, Naser Damer, Florian Kirchbuchner, Arjan Kuijper

   人脸聚类

Density-Aware Feature Embedding for Face Clustering

作者 | Senhui Guo，Jing Xu，Dapeng Chen，Chao Zhang，Xiaogang Wang， Rui Zhao

Learning to Cluster Faces via Confidence and Connectivity Estimation

作者 | Lei Yang, Dapeng Chen, Xiaohang Zhan, Rui Zhao, Chen Change Loy, Dahua Lin

   人脸对齐

LUVLi Face Alignment: Estimating Landmarks’ Location, Uncertainty, and Visibility Likelihood

作者 | Abhinav Kumar, Tim K. Marks, Wenxuan Mou, Ye Wang, Michael Jones, Anoop Cherian, Toshiaki Koike-Akino, Xiaoming Liu, Chen Feng

3FabRec: Fast Few-Shot Face Alignment by Reconstruction

作者 | Bjorn Browatzki, Christian Wallraven

代码 | //github.com/browatbn2/3FabRec

Attention-Driven Cropping for Very High Resolution Facial Landmark Detection

作者 | Prashanth Chandran, Derek Bradley, Markus Gross, Thabo Beeler

   人脸分割

Towards Learning Structure via Consensus for Face Segmentation and Parsing

作者 | Iacopo Masi, Joe Mathai, Wael AbdAlmageed

代码 | //github.com/isi-vista/structure_via_consensus

Dynamic Face Video Segmentation via Reinforcement Learning

作者 | Yujiang Wang, Mingzhi Dong, Jie Shen, Yang Wu, Shiyang Cheng, Maja Pantic

   人脸编辑

Interpreting the Latent Space of GANs for Semantic Face Editing

作者 | Yujun Shen, Jinjin Gu, Xiaoou Tang, Bolei Zhou

代码 | //github.com/genforce/interfacegan

MaskGAN: Towards Diverse and Interactive Facial Image Manipulation

作者 | Cheng-Han Lee, Ziwei Liu, Lingyun Wu, Ping Luo

代码 | //github.com/switchablenorms/CelebAMask-HQ

Cascade EF-GAN: Progressive Facial Expression Editing With Local Focuses

作者 | Rongliang Wu, Gongjie Zhang, Shijian Lu, Tao Chen

   人脸重照明

Learning Physics-Guided Face Relighting Under Directional Light

作者 | Thomas Nestmeyer, Jean-Francois Lalonde, Iain Matthews, Andreas Lehrmann

代码 | //ps.is.tue.mpg.de/research_projects/face-relighting

   人脸重演 Face Reenactment

FReeNet: Multi-Identity Face Reenactment

作者 | Jiangning Zhang, Xianfang Zeng, Mengmeng Wang, Yusu Pan, Liang Liu, Yong Liu, Yu Ding, Changjie Fan

代码 | //github.com/zhangzjn/FReeNet

Learning Identity-Invariant Motion Representations for Cross-ID Face Reenactment

作者 | Po-Hsiang Huang, Fu-En Yang, Yu-Chiang Frank Wang

   旋转人脸渲染

Rotate-and-Render: Unsupervised Photorealistic Face Rotation From Single-View Images

作者 | Hang Zhou, Jihao Liu, Ziwei Liu, Yu Liu, Xiaogang Wang

代码 | //github.com/Hangz-nju-cuhk/Rotate-and-Render

   人脸生成

One-Shot Domain Adaptation for Face Generation

作者 | Chao Yang, Ser-Nam Lim

Exploring Unlabeled Faces for Novel Attribute Discovery

作者 | Hyojin Bahng, Sunghyo Chung, Seungjoo Yoo, Jaegul Choo

Disentangled and Controllable Face Image Generation via 3D Imitative-Contrastive Learning

作者 | Yu Deng, Jiaolong Yang, Dong Chen, Fang Wen, Xin Tong

代码 | //github.com/microsoft/DisentangledFaceGAN

   Face Hallucination 

Cross-Spectral Face Hallucination via Disentangling Independent Factors

作者 | Boyan Duan, Chaoyou Fu, Yi Li, Xingguang Song, Ran He

Copy and Paste GAN: Face Hallucination From Shaded Thumbnails

作者 | Yang Zhang, Ivor W. Tsang, Yawei Luo, Chang-Hui Hu, Xiaobo Lu, Xin Yu

   姿态表情分离的WP相机模型分析

Can Facial Pose and Expression Be Separated With Weak Perspective Camera?

作者 | Evangelos Sariyanidi, Casey J. Zampella, Robert T. Schultz, Birkan Tunc

代码 | //github.com/sariyanidi/WP_pose-expression-separation（尚未）

   Face Morphable Model 

A Morphable Face Albedo Model

作者 | William A. P. Smith, Alassane Seck, Hannah Dee, Bernard Tiddeman, Joshua B. Tenenbaum, Bernhard Egger

代码 | //github.com/waps101/AlbedoMM

Learning Formation of Physically-Based Face Attributes

作者 | Ruilong Li, Karl Bladin, Yajie Zhao, Chinmay Chinara, Owen Ingraham, Pengda Xiang, Xinglei Ren, Pratusha Prasad, Bipin Kishore, Jun Xing, Hao Li

   3D人脸运动估计

DeepFaceFlow: In-the-Wild Dense 3D Facial Motion Estimation

作者 | Mohammad Rami Koujan, Anastasios Roussos, Stefanos Zafeiriou

数据集 | //github.com/mrkoujan/DeepFaceFlow

   3D人脸数据集

FaceScape: A Large-Scale High Quality 3D Face Dataset and Detailed Riggable 3D Face Prediction

作者 | Haotian Yang, Hao Zhu, Yanru Wang, Mingkai Huang, Qiu Shen, Ruigang Yang, Xun Cao

代码 | //github.com/zhuhao-nju/facescape

   人脸表面法向量估计

Cross-Modal Deep Face Normals With Deactivable Skip Connections

作者 | Victoria Fernandez Abrevaya, Adnane Boukhayma, Philip H.S. Torr, Edmond Boyer

   人脸补全

Learning Oracle Attention for High-Fidelity Face Completion

作者 | Tong Zhou, Changxing Ding, Shaowen Lin, Xinchao Wang, Dacheng Tao

   3D目标检测

LiDAR-Based Online 3D Video Object Detection With Graph-Based Message Passing and Spatiotemporal Transformer Attention

作者 | Junbo Yin, Jianbing Shen, Chenye Guan, Dingfu Zhou, Ruigang Yang

代码 | //github.com/yinjunbo/3DVID

Structure Aware Single-Stage 3D Object Detection From Point Cloud

作者 | Chenhang He, Hui Zeng, Jianqiang Huang, Xian-Sheng Hua, Lei Zhang

DSGN: Deep Stereo Geometry Network for 3D Object Detection

作者 | Yilun Chen, Shu Liu, Xiaoyong Shen, Jiaya Jia

代码 | //github.com/Jia-Research-Lab/DSGN

Learning Depth-Guided Convolutions for Monocular 3D Object Detection

作者 | Mingyu Ding, Yuqi Huo, Hongwei Yi, Zhe Wang, Jianping Shi, Zhiwu Lu, Ping Luo

代码 | //github.com/dingmyu/D4LCN（pytorch实现）

What You See is What You Get: Exploiting Visibility for 3D Object Detection

作者 | Peiyun Hu, Jason Ziglar, David Held, Deva Ramanan

Associate-3Ddet: Perceptual-to-Conceptual Association for 3D Point Cloud Object Detection

作者 | Liang Du, Xiaoqing Ye, Xiao Tan, Jianfeng Feng, Zhenbo Xu, Errui Ding, Shilei Wen

代码 | //github.com/dleam/Associate-3Ddet（即将）

SESS: Self-Ensembling Semi-Supervised 3D Object Detection

作者 | Na Zhao, Tat-Seng Chua, Gim Hee Lee

代码 | //github.com/Na-Z/sess

Density-Based Clustering for 3D Object Detection in Point Clouds

Syeda Mariam Ahmed, Chee Meng Chew

Disp R-CNN: Stereo 3D Object Detection via Shape Prior Guided Instance Disparity Estimation

作者 | Jiaming Sun, Linghao Chen, Yiming Xie, Siyu Zhang, Qinhong Jiang, Xiaowei Zhou, Hujun Bao

代码 | //github.com/zju3dv/disprcnn

MLCVNet: Multi-Level Context VoteNet for 3D Object Detection

作者 | Qian Xie, Yu-Kun Lai, Jing Wu, Zhoutao Wang, Yiming Zhang, Kai Xu, Jun Wang

代码 | //github.com/NUAAXQ/MLCVNet

ImVoteNet: Boosting 3D Object Detection in Point Clouds With Image Votes

作者 | Charles R. Qi, Xinlei Chen, Or Litany, Leonidas J. Guibas

PointPainting: Sequential Fusion for 3D Object Detection

作者 | Sourabh Vora, Alex H. Lang, Bassam Helou, Oscar Beijbom

End-to-End Pseudo-LiDAR for Image-Based 3D Object Detection

作者 | Rui Qian, Divyansh Garg, Yan Wang, Yurong You, Serge Belongie, Bharath Hariharan, Mark Campbell, Kilian Q. Weinberger, Wei-Lun Chao

代码 | //github.com/mileyan/pseudo-LiDAR_e2e

A Hierarchical Graph Network for 3D Object Detection on Point Clouds

作者 | Jintai Chen, Biwen Lei, Qingyu Song, Haochao Ying, Danny Z. Chen, Jian Wu

HVNet: Hybrid Voxel Network for LiDAR Based 3D Object Detection

作者 | Maosheng Ye, Shuangjie Xu, Tongyi Cao

Point-GNN: Graph Neural Network for 3D Object Detection in a Point Cloud

作者 | Weijing Shi, Raj Rajkumar

代码 | //github.com/WeijingShi/Point-GNN

Joint 3D Instance Segmentation and Object Detection for Autonomous Driving

作者 | Dingfu Zhou, Jin Fang, Xibin Song, Liu Liu, Junbo Yin, Yuchao Dai, Hongdong Li, Ruigang Yang

PV-RCNN: Point-Voxel Feature Set Abstraction for 3D Object Detection

作者 | Shaoshuai Shi, Chaoxu Guo, Li Jiang, Zhe Wang, Jianping Shi, Xiaogang Wang, Hongsheng Li

代码 | //github.com/sshaoshuai/PV-RCNN

IDA-3D: Instance-Depth-Aware 3D Object Detection From Stereo Vision for Autonomous Driving

作者 | Wanli Peng, Hao Pan, He Liu, Yi Sun

代码 | //github.com/swords123/IDA-3D

MonoPair: Monocular 3D Object Detection Using Pairwise Spatial Relationships

作者 | Yongjian Chen, Lei Tai, Kai Sun, Mingyang Li

Physically Realizable Adversarial Examples for LiDAR Object Detection

作者 | James Tu, Mengye Ren, Sivabalan Manivasagam, Ming Liang, Bin Yang, Richard Du, Frank Cheng, Raquel Urtasun

Large-Scale Object Detection in the Wild From Imbalanced Multi-Labels

作者 | Junran Peng, Xingyuan Bu, Ming Sun, Zhaoxiang Zhang, Tieniu Tan, Junjie Yan

Rethinking Classification and Localization for Object Detection

作者 | Yue Wu, Yinpeng Chen, Lu Yuan, Zicheng Liu, Lijuan Wang, Hongzhi Li, Yun Fu

代码 | //github.com/wuyuebupt/doubleheadsrcnn

Multiple Anchor Learning for Visual Object Detection

作者 | Wei Ke, Tianliang Zhang, Zeyi Huang, Qixiang Ye, Jianzhuang Liu, Dong Huang

代码 | //github.com/KevinKecc/MAL

CentripetalNet: Pursuing High-Quality Keypoint Pairs for Object Detection

作者 | Zhiwei Dong, Guoxuan Li, Yue Liao, Fei Wang, Pengju Ren, Chen Qian

代码 | //github.com/KiveeDong/CentripetalNet

Learning From Noisy Anchors for One-Stage Object Detection

作者 | Hengduo Li, Zuxuan Wu, Chen Zhu, Caiming Xiong, Richard Socher, Larry S. Davis

Instance-Aware, Context-Focused, and Memory-Efficient Weakly Supervised Object Detection

Zhongzheng Ren, Zhiding Yu, Xiaodong Yang, Ming-Yu Liu, Yong Jae Lee, Alexander G. Schwing, Jan Kautz

代码 | //github.com/NVlabs/wetectron

EfficientDet: Scalable and Efficient Object Detection

作者 | Mingxing Tan, Ruoming Pang, Quoc V. Le

代码 | //github.com/google/automl/tree/master/efficientdet

Overcoming Classifier Imbalance for Long-Tail Object Detection With Balanced Group Softmax

作者 | Yu Li, Tao Wang, Bingyi Kang, Sheng Tang, Chunfeng Wang, Jintao Li, Jiashi Feng

代码 | //github.com/FishYuLi/BalancedGroupSoftmax（404）

Dynamic Refinement Network for Oriented and Densely Packed Object Detection

作者 | Xingjia Pan, Yuqiang Ren, Kekai Sheng, Weiming Dong, Haolei Yuan, Xiaowei Guo, Chongyang Ma, Changsheng Xu

代码 | //github.com/Anymake/DRN_CVPR2020

Noise-Aware Fully Webly Supervised Object Detection

作者 | Yunhang Shen, Rongrong Ji, Zhiwei Chen, Xiaopeng Hong, Feng Zheng, Jianzhuang Liu, Mingliang Xu, Qi Tian

代码 | //github.com/shenyunhang/NA-fWebSOD

Prime Sample Attention in Object Detection

作者 | Yuhang Cao, Kai Chen, Chen Change Loy, Dahua Lin

代码 | //github.com/open-mmlab/mmdetection

DR Loss: Improving Object Detection by Distributional Ranking

作者 | Qi Qian, Lei Chen, Hao Li, Rong Jin

AugFPN: Improving Multi-Scale Feature Learning for Object Detection

作者 | Chaoxu Guo, Bin Fan, Qian Zhang, Shiming Xiang, Chunhong Pan

代码 | //github.com/Gus-Guo/AugFPN

Robust Object Detection Under Occlusion With Context-Aware CompositionalNets

作者 | Angtian Wang, Yihong Sun, Adam Kortylewski, Alan L. Yuille

Exploring Bottom-Up and Top-Down Cues With Attentive Learning for Webly Supervised Object Detection

作者 | Zhonghua Wu, Qingyi Tao, Guosheng Lin, Jianfei Cai

SLV: Spatial Likelihood Voting for Weakly Supervised Object Detection

作者 | Ze Chen, Zhihang Fu, Rongxin Jiang, Yaowu Chen, Xian-Sheng Hua

Context R-CNN: Long Term Temporal Context for Per-Camera Object Detection

作者 | Sara Beery, Guanhang Wu, Vivek Rathod, Ronny Votel, Jonathan Huang

Offset Bin Classification Network for Accurate Object Detection

作者 | Heqian Qiu, Hongliang Li, Qingbo Wu, Hengcan Shi

Scale-Equalizing Pyramid Convolution for Object Detection

作者 | Xinjiang Wang, Shilong Zhang, Zhuoran Yu, Litong Feng, Wayne Zhang

代码 | //github.com/jshilong/SEPC

Learning a Unified Sample Weighting Network for Object Detection

作者 | Qi Cai, Yingwei Pan, Yu Wang, Jingen Liu, Ting Yao, Tao Mei

代码 | //github.com/caiqi/sample-weighting-network

Seeing without Looking: Contextual Rescoring of Object Detections for AP Maximization

作者 | Lourenco V. Pato, Renato Negrinho, Pedro M. Q. Aguiar

代码 | //github.com/LourencoVazPato/seeing-without-looking/

Bridging the Gap Between Anchor-Based and Anchor-Free Detection via Adaptive Training Sample Selection

作者 | Shifeng Zhang, Cheng Chi, Yongqiang Yao, Zhen Lei, Stan Z. Li

代码 | //github.com/sfzhang15/ATSS

Memory Enhanced Global-Local Aggregation for Video Object Detection

作者 | Yihong Chen, Yue Cao, Han Hu, Liwei Wang

代码 | //github.com/Scalsol/mega.pytorch

Exploring Categorical Regularization for Domain Adaptive Object Detection

作者 | Chang-Dong Xu, Xing-Ran Zhao, Xin Jin, Xiu-Shen Wei

代码 | //github.com/Megvii-Nanjing/CR-DA-DET

Cross-Domain Document Object Detection: Benchmark Suite and Method

作者 | Kai Li, Curtis Wigington, Chris Tensmeyer, Handong Zhao, Nikolaos Barmpalios, Vlad I. Morariu, Varun Manjunatha, Tong Sun, Yun Fu

代码 | //github.com/kailigo/cddod

Cross-domain Object Detection through Coarse-to-Fine Feature Adaptation

作者 | Yangtao Zheng, Di Huang, Songtao Liu, Yunhong Wang

Hit-Detector: Hierarchical Trinity Architecture Search for Object Detection

作者 | Jianyuan Guo, Kai Han, Yunhe Wang, Chao Zhang, Zhaohui Yang, Han Wu, Xinghao Chen, Chang Xu

代码 | //github.com/ggjy/HitDet.pytorch

MnasFPN: Learning Latency-Aware Pyramid Architecture for Object Detection on Mobile Devices

作者 | Bo Chen, Golnaz Ghiasi, Hanxiao Liu, Tsung-Yi Lin, Dmitry Kalenichenko, Hartwig Adam, Quoc V. Le

Tensorflow实现 | //github.com/tensorflow/models/tree/

master/research/object_detection

SP-NAS: Serial-to-Parallel Backbone Search for Object Detection

作者 | Chenhan Jiang, Hang Xu, Wei Zhang, Xiaodan Liang, Zhenguo Li

NAS-FCOS: Fast Neural Architecture Search for Object Detection

作者 | Ning Wang, Yang Gao, Hao Chen, Peng Wang, Zhi Tian, Chunhua Shen, Yanning Zhang

单位 | 西北工业大学等

代码 | //github.com/Lausannen/NAS-FCOS

D2Det: Towards High Quality Object Detection and Instance Segmentation

作者 | Jiale Cao, Hisham Cholakkal, Rao Muhammad Anwer, Fahad Shahbaz Khan, Yanwei Pang, Ling Shao

代码 | //github.com/JialeCao001/D2Det

Cylindrical Convolutional Networks for Joint Object Detection and Viewpoint Estimation

作者 | Sunghun Joung, Seungryong Kim, Hanjae Kim, Minsu Kim, Ig-Jae Kim, Junghyun Cho, Kwanghoon Sohn

Mixture Dense Regression for Object Detection and Human Pose Estimation

作者 | Ali Varamesh, Tinne Tuytelaars

代码 | //github.com/alivaramesh/MixtureDenseRegression

Weakly-Supervised Salient Object Detection via Scribble Annotations

作者 | Jing Zhang, Xin Yu, Aixuan Li, Peipei Song, Bowen Liu, Yuchao Dai

代码 | //github.com/JingZhang617/Scribble_Saliency

Taking a Deeper Look at Co-Salient Object Detection

作者 | Deng-Ping Fan, Zheng Lin, Ge-Peng Ji, Dingwen Zhang, Huazhu Fu, Ming-Ming Cheng

JL-DCF: Joint Learning and Densely-Cooperative Fusion Framework for  RGB-D Salient Object Detection

作者 | Keren Fu , Deng-Ping Fan, Ge-Peng Ji, Qijun Zhao

代码 | //github.com/kerenfu/JLDCF/

A2dele: Adaptive and Attentive Depth Distiller for Efficient RGB-D Salient Object Detection

作者 | Yongri Piao, Zhengkun Rong, Miao Zhang, Weisong Ren, Huchuan Lu

代码 | //github.com/OIPLab-DUT/CVPR2020-A2dele

Multi-Scale Interactive Network for Salient Object Detection

作者 | Youwei Pang, Xiaoqi Zhao, Lihe Zhang, Huchuan Lu

代码 | //github.com/lartpang/MINet

Label Decoupling Framework for Salient Object Detection

作者 | Jun Wei, Shuhui Wang, Zhe Wu, Chi Su, Qingming Huang, Qi Tian

代码 | //github.com/weijun88/LDF

Camouflaged Object Detection （新型检测任务）

作者 | Deng-Ping Fan, Ge-Peng Ji, Guolei Sun, Ming-Ming Cheng, Jianbing Shen, Ling Shao

代码 | //github.com/DengPingFan/SINet/

Few-Shot Object Detection With Attention-RPN and Multi-Relation Detector

作者 | Qi Fan, Wei Zhuo, Chi-Keung Tang, Yu-Wing Tai

数据集 | //github.com/fanq15/Few-Shot-Object-Detection-Dataset

Incremental Few-Shot Object Detection

作者 | Juan-Manuel Perez-Rua, Xiatian Zhu, Timothy M. Hospedales, Tao Xiang

NETNet: Neighbor Erasing and Transferring Network for Better Single Shot Object Detection

作者 | Yazhao Li, Yanwei Pang, Jianbing Shen, Jiale Cao, Ling Shao

目标跟踪篇

行人检测与重识别篇