300篇 CVPR 2019 Oral 論文精選匯總，值得一看的 CV 論文都在這里

本文作者： AI研習社

2019-06-17 16:28

專題：CVPR 2019

導語：CVPR 2019 即將在美國長灘召開。今年有超過 5165 篇的大會論文投稿，最終錄取 1299 篇，其中 Oral 論文近 300篇

CVPR 2019 即將在美國長灘召開。今年有超過 5165 篇的大會論文投稿，最終錄取 1299 篇，其中 Oral 論文近 300 篇。為了方便社區開發者和學術青年查找和閱讀高價值論文，AI 研習社從入選的 Oral 論文中，按應用方向挑選了部分精華論文，貼在本文。

本篇論文精華帖社長將會持續更新，同時歡迎大家加入CVPR 頂會交流小組，我們將每天不間斷向你推薦高價值論文。

同時社長希望大家能夠向 AI 研習社推薦自己的論文，自薦論文的用戶有機會獲得 AI 研習社贈送的大禮一份！

CVPR 2019 Oral 論文精選PDF下載地址：

https://ai.yanxishe.com/page/resourceDetail/819

CVPR 2019 全部論文PDF合集下載地址：

https://ai.yanxishe.com/page/resourceDetail/845

以下是論文具體地址：

百度

論文下載地址：

https://ai.yanxishe.com/page/resourceDetail/798

300篇 CVPR 2019 Oral 論文精選匯總，值得一看的 CV 論文都在這里

1.A Mutual Learning Method for Salient Object Detection with intertwined Multi-Supervision

作者：Runmin Wu, Mengyang Feng, Wenlong Guan, Dong Wang, Huchuan Lu, Errui Ding

論文鏈接：https://pan.baidu.com/s/1EUxabfnEi_l5-ghUI3_qVQ

2.ApolloCar3D: A Large 3D Car Instance Understanding Benchmark for Autonomous Driving

作者：Xibin Song, Peng Wang, Dingfu Zhou, Rui Zhu, Chenye Guan, Yuchao Dai, Hao Su, Hongdong Li, Ruigang Yang

論文鏈接：https://arxiv.org/abs/1811.12222

3.Attentive Feedback Network for Boundary-aware Salient Object Detection

作者：Mengyang Feng, Huchuan Lu, Errui Ding

論文鏈接：https://github.com/ArcherFMY/AFNet

4.Contrastive Adaptation Network for Unsupervised Domain Adaptation

作者：Guoliang Kang, Lu Jiang, Yi Yang, Alexander G Hauptmann

論文鏈接：https://arxiv.org/abs/1901.00976

5.Detailed Human Shape Estimation from a Single Image by Hierarchical Mesh Deformation

作者：Hao Zhu, Xinxin Zuo, Sen Wang, Xun Cao, Ruigang Yang

論文鏈接：https://arxiv.org/abs/1904.10506

6.DM-GAN- Dynamic Memory Generative Adversarial Networks for Text-to-Image Synthesis

作者：Minfeng Zhu, Pingbo Pan, Wei Chen, Yi Yang

論文鏈接：https://arxiv.org/abs/1904.01310

7.Filter Pruning via Geometric Median for Deep Convolutional Neural Networks Acceleration

作者：Yang He, Ping Liu, Ziwei Wang, Zhilan Hu, Yi Yang

論文鏈接：https://arxiv.org/abs/1811.00250

8.GA-Net- Guided Aggregation Net for End-to-end Stereo Matching

作者：Feihu Zhang, Victor Prisacariu, Ruigang Yang, Philip H.S. Torr

論文鏈接：https://arxiv.org/abs/1904.06587

9.Improving Transferability of Adversarial Examples with Input Diversity

作者：Cihang Xie, Zhishuai Zhang, Yuyin Zhou, Song Bai, Jianyu Wang, Zhou Ren, Alan Yuille

論文鏈接：https://arxiv.org/abs/1803.06978

10.Invariance Matters- Exemplar Memory for Domain Adaptive Person Re-identification

作者：Zhun Zhong, Liang Zheng, Zhiming Luo, Shaozi Li, Yi Yang

論文鏈接：https://arxiv.org/abs/1904.01990

11.Joint Unsupervised Learning of Optical Flow and Depth by Watching Stereo Videos

作者：Yang Wang, Zhenheng Yang, Peng Wang, Yi Yang, Chenxu Luo, Wei Xu

論文鏈接：https://arxiv.org/abs/1810.03654

12.L3-Net- Towards Learning based LiDAR Localization for Autonomous Driving

作者：Weixin Lu，Yao Zhou， Guowei Wan，Shenhua Hou，Shiyu Song

論文鏈接：https://songshiyu01.github.io/pdf/L3Net_W.Lu_Y.Zhou_S.Song_CVPR2019.pdf

13.Look More Than Once- An Accurate Detector for Text of Arbitrary Shapes

作者：Chengquan Zhang, Borong Liang, Zuming Huang, Mengyi En, Junyu Han, Errui Ding, Xinghao Ding

論文鏈接：https://arxiv.org/abs/1904.06535

14.Searching for A Robust Neural Architecture in Four GPU Hours

作者：Xuanyi Dong, Yi Yang

論文鏈接：https://xuanyidong.com/publication/cvpr-2019-gradient-based-diff-sampler/

15.Sim-Real Joint Reinforcement Transfer for 3D Indoor Navigation

作者：Fengda Zhu, Linchao Zhu, Yi Yang

論文鏈接：https://arxiv.org/abs/1904.03895

16.STGAN- A Unified Selective Transfer Network for Arbitrary Image Attribute Editing

作者：Ming Liu, Yukang Ding, Min Xia, Xiao Liu, Errui Ding, Wangmeng Zuo, Shilei Wen

論文鏈接：https://arxiv.org/abs/1904.09709

17.Taking A Closer Look at Domain Shift- Category-level Adversaries for Semantics Consistent Domain Adaptation

作者：Yawei Luo, Liang Zheng, Tao Guan, Junqing Yu, Yi Yang

論文鏈接：https://arxiv.org/abs/1809.09478

人臉檢測

論文下載地址：

https://ai.yanxishe.com/page/resourceDetail/796

300篇 CVPR 2019 Oral 論文精選匯總，值得一看的 CV 論文都在這里

1.Deep Tree Learning for Zero-shot Face Anti-Spoofing

作者：Yaojie Liu, Joel Stehouwer, Amin Jourabloo, Xiaoming Liu

論文鏈接：https://arxiv.org/abs/1904.02860

2.ArcFace: Additive Angular Margin Loss for Deep Face Recognition

作者：Jiankang Deng, Jia Guo, Niannan Xue, Stefanos Zafeiriou

論文鏈接：https://arxiv.org/abs/1801.07698

3.APDrawingGAN: Generating Artistic Portrait Drawings from Face Photos with Hierarchical GANs

作者：Ran Yi, Yong-Jin Liu

論文鏈接：https://cg.cs.tsinghua.edu.cn/papers/CVPR-2019-Drawing.pdf

4.High-Quality Face Capture Using Anatomical Muscles

作者：Michael Bao, Matthew Cong, Stéphane Grabli, Ronald Fedkiw

論文鏈接：https://arxiv.org/abs/1812.02836

5.AdaScale: Adaptively Scaling Cosine Logits for Effectively Learning Deep Face Representations

作者：Xiao Zhang, Rui Zhao, Yu Qiao, Xiaogang Wang, Hongsheng Li

論文鏈接：https://arxiv.org/abs/1905.00292

6.Combining 3D Morphable Models: A Largescale Face-and-Head Model

作者：Stylianos Ploumpis, Haoyang Wang, Nick Pears, William A. P. Smith, Stefanos Zafeiriou

論文鏈接：https://arxiv.org/abs/1903.03785

目標檢測

論文下載地址：

https://ai.yanxishe.com/page/resourceDetail/815

300篇 CVPR 2019 Oral 論文精選匯總，值得一看的 CV 論文都在這里

1.C-MIL: Continuation Multiple Instance Learning for Weakly Supervised Object Detection

作者：Fang Wan, Chang Liu, Wei Ke, Xiangyang Ji, Jianbin Jiao, Qixiang Ye

論文鏈接：https://arxiv.org/abs/1904.05647

2.Sampling Techniques for Large-Scale Object Detection from Sparsely Annotated Objects

作者：Yusuke Niitani, Takuya Akiba, Tommi Kerola, Toru Ogawa, Shotaro Sano, Shuji Suzuki

論文鏈接：https://arxiv.org/abs/1811.10862

3.Shifting More Attention to Video Salient Object Detection

作者：Deng-Ping Fan, Wenguan Wang, Ming-Ming Cheng, Jianbing Shen

論文鏈接：https://mmcheng.net/zh/davsod/

運動和跟蹤

1.Deeper and Wider Siamese Networks for Real-Time Visual Tracking

作者：Zhipeng Zhang, Houwen Peng

論文鏈接：https://arxiv.org/abs/1901.01660

2.Efficient Online Multi-Person 2D Pose Tracking with Recurrent Spatio-Temporal Affinity Fields

作者：Yaadhav Raaj, Haroon Idrees, Gines Hidalgo, Yaser Sheikh

論文鏈接：https://arxiv.org/abs/1811.11975

3.Eliminating Exposure Bias and Loss-Evaluation Mismatch in Multiple Object Tracking

作者：Andrii Maksai, Pascal Fua

論文鏈接：https://arxiv.org/abs/1811.10984

4.Graph Convolutional Tracking

作者：Junyu Gao，Tianzhu Zhang，Changsheng Xu

論文鏈接：http://nlpr-web.ia.ac.cn/mmc/homepage/jygao/gct_cvpr2019.html

5.ATOM: Accurate Tracking by Overlap Maximization

作者：Martin Danelljan, Goutam Bhat, Fahad Shahbaz Khan, Michael Felsberg

論文鏈接：https://arxiv.org/abs/1811.07628

6.Visual Tracking via Adaptive Spatially-Regularized Correlation Filters

作者：Cheng Qian ，Guiping Zhou ，Chunguang Li ，Yuming Xu

論文鏈接：https://ieeexplore.ieee.org/document/8118454

姿態檢測

1.Weakly-Supervised Discovery of Geometry-Aware Representation for 3D Human Pose Estimation

作者：Xipeng Chen, Kwan-Yee Lin, Wentao Liu, Chen Qian, Xiaogang Wang, Liang Lin

論文鏈接：https://arxiv.org/abs/1903.08839

2.In the Wild Human Pose Estimation using Explicit 2D Features and Intermediate 3D Representations

作者：Ikhsanul Habibie, Weipeng Xu, Dushyant Mehta, Gerard Pons-Moll, Christian Theobalt

論文鏈接：https://arxiv.org/abs/1904.03289

3.CrowdPose: Efficient Crowded Scenes Pose Estimation and A New Benchmark

作者：Jiefeng Li, Can Wang, Hao Zhu, Yihuan Mao, Hao-Shu Fang, Cewu Lu

論文鏈接：https://arxiv.org/abs/1812.00324

手勢識別

1.H+O: Unified Egocentric Recognition of 3D Hand-Object Poses and Interactions

作者：Bugra Tekin, Federica Bogo, Marc Pollefeys

論文鏈接：https://arxiv.org/abs/1904.05349

2.3D Hand Shape and Pose Estimation from a Single RGB Image

作者：Liuhao Ge, Zhou Ren, Yuncheng Li, Zehao Xue, Yingying Wang, Jianfei Cai, Junsong Yuan

論文鏈接：https://arxiv.org/abs/1903.00812

3.3D hand shape and pose from images in the wild

作者：Adnane Boukhayma, Rodrigo de Bem, Philip H.S. Torr

論文鏈接：https://arxiv.org/abs/1902.03451

4.Monocular Total Capture: Posing Face, Body, and Hands in the Wild

作者:Donglai Xiang, Hanbyul Joo, Yaser Sheikh

論文鏈接：https://arxiv.org/abs/1812.01598

5.Expressive Body Capture: 3D Hands, Face, and Body from a Single Image

作者：Georgios Pavlakos, Vasileios Choutas, Nima Ghorbani, Timo Bolkart, Ahmed A. A. Osman, Dimitrios Tzionas, Michael J. Black

論文鏈接：https://arxiv.org/abs/1904.05866

GAN

1.Geometry-Consistent Generative Adversarial Networks for One-Sided Unsupervised Domain Mapping

作者：Huan Fu, Mingming Gong, Chaohui Wang, Kayhan Batmanghelich, Kun Zhang, Dacheng Tao

論文鏈接：https://arxiv.org/abs/1809.05852

2.Label-Noise Robust Generative Adversarial Networks

作者：Takuhiro Kaneko, Yoshitaka Ushiku, Tatsuya Harada

論文鏈接：https://arxiv.org/abs/1811.11165

3.Sphere Generative Adversarial Network Based on Geometric Moment Matching

作者：Sung Woo Park ， Junseok Kwon

論文鏈接：http://cau.ac.kr/~jskwon/paper/SphereGAN_CVPR2019.pdf

4.A Style-Based Generator Architecture for Generative Adversarial Networks

作者：Tero Karras, Samuli Laine, Timo Aila

論文鏈接：https://arxiv.org/abs/1812.04948

5.Constrained Generative Adversarial Networks for Interactive Image Generation

作者：Eric Heim

論文鏈接：https://arxiv.org/abs/1904.02526

文本

1.Composing Text and Image for Image Retrieval - An Empirical Odyssey

作者：Nam Vo, Lu Jiang, Chen Sun, Kevin Murphy, Li-Jia Li, Li Fei-Fei, James Hays

論文鏈接：https://arxiv.org/abs/1812.07119

2.Semantics Disentangling for Text-to-Image Generation

作者：Guojun Yin, Bin Liu, Lu Sheng, Nenghai Yu, Xiaogang Wang, Jing Shao

論文鏈接：https://arxiv.org/abs/1904.01480

3.Text2Scene: Generating Compositional Scenes from Textual Descriptions

作者：Fuwen Tan, Song Feng, Vicente Ordonez

論文鏈接：https://arxiv.org/abs/1809.01110

視頻分析

1.MHP-VOS: Multiple Hypotheses Propagation for Video Object Segmentation

作者：Shuangjie Xu, Daizong Liu, Linchao Bao, Wei Liu, Pan Zhou

鏈接：https://arxiv.org/abs/1904.08141

2.5D Visual Sound

作者：Ruohan Gao、Kristen Grauman

鏈接：http://vision.cs.utexas.edu/projects/2.5D_visual_sound/

3.Efficient Video Classification Using Fewer Frames

作者：Shweta Bhardwaj, Mukundhan Srinivasan, Mitesh M. Khapra

鏈接：https://arxiv.org/abs/1902.10640

計算攝影學

1.From One Photon to a Billion: High Flux Imaging with Single-Photon Sensors

作者：Atul Ingle, Andreas Velten, Mohit Gupta

鏈接：https://arxiv.org/abs/1902.10190

2.Photon-Flooded Single-Photon 3D Cameras

作者：Anant Gupta, Atul Ingle, Andreas Velten, Mohit Gupta

鏈接：https://arxiv.org/abs/1903.08347

3.Acoustic Non-Line-of-Sight Imaging

作者：David B. Lindell, Gordon Wetzstein, Vladlen Koltun

鏈接：http://www.computationalimaging.org/publications/acoustic-non-line-of-sight-imaging/

4.Steady-state Non-Line-of-Sight Imaging

作者：Wenzheng Chen, Simon Daneau, Fahim Mannan, Felix Heide

鏈接：https://arxiv.org/abs/1811.09910

5.End-to-end Projector Photometric Compensation

作者：Bingyao Huang, Haibin Ling

鏈接：https://arxiv.org/abs/1904.04335

6.Bringing a Blurry Frame Alive at High Frame-Rate with an Event Camera

作者：Liyuan Pan, Cedric Scheerlinck, Xin Yu, Richard Hartley, Miaomiao Liu, Yuchao Dai

鏈接：https://arxiv.org/abs/1811.10180

機器人 + 駕駛

1.Neural Task Graphs: Generalizing to Unseen Tasks from a Single Video Demonstration

作者：De-An Huang, Suraj Nair, Danfei Xu, Yuke Zhu, Animesh Garg, Li Fei-Fei, Silvio Savarese, Juan Carlos Niebles

鏈接：https://arxiv.org/abs/1807.03480

2.Beyond Tracking: Selecting Memory and Refining Poses for Deep Visual Odometry

作者：Fei Xue, Xin Wang, Shunkai Li, Qiuyuan Wang, Junqiu Wang, Hongbin Zha

鏈接：https://arxiv.org/abs/1904.01892

3.Multimodal Explanations by Predicting Counterfactuality in Videos

作者：Atsushi Kanehira, Kentaro Takemoto, Sho Inayoshi, Tatsuya Harada

鏈接：https://arxiv.org/abs/1812.01263

4.HAQ: Hardware-Aware Automated Quantization

作者：Kuan Wang, Zhijian Liu, Yujun Lin, Ji Lin, Song Han

鏈接：https://arxiv.org/abs/1811.08886

5.Learning to Explain with Complemental Examples

作者：Atsushi Kanehira, Tatsuya Harada

鏈接：https://arxiv.org/abs/1812.01280

醫療、生物和細胞顯微圖

1.Holistic and Comprehensive Annotation of Clinically Significant Findings on Diverse CT Images: Learning from Radiology Reports and Label Ontology

作者：Ke Yan (National Institutes of Health)*; Yifan Peng (NIH); Veit Sanfort (NIH); Mohammadhadi Bagheri (National Institutes of Health); Zhiyong Lu (NLM/NCBI/NIH); Ronald Summers (National Institutes of Health, Bethesda, Maryland, United States)

鏈接：https://arxiv.org/abs/1904.04661

2.Data augmentation using learned transforms for one-shot medical image segmentation

作者：Amy Zhao, Guha Balakrishnan, Frédo Durand, John V. Guttag, Adrian V. Dalca

鏈接：https://arxiv.org/abs/1902.09383v1

低級視覺

1.Neural RGB -> D Sensing: Depth and Uncertainty from a Video Camera

作者：Chao Liu, Jinwei Gu, Kihwan Kim, Srinivasa Narasimhan, Jan Kautz

鏈接：https://arxiv.org/abs/1901.02571

2.DAVANet: Stereo Deblurring with View Aggregation

作者：Shangchen Zhou, Jiawei Zhang, Wangmeng Zuo, Haozhe Xie, Jinshan Pan, Jimmy Ren

鏈接：https://arxiv.org/abs/1904.05065

3.DVC: An End-to-end Deep Video Compression Framework