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CVPR2019论文抢鲜看！20篇涵盖目标检测、跨模态、视频处理、语义分割和姿态估计等方向论文

专知出品

【导读】计算机视觉顶会 CVPR 2019 的论文接前几天公布了接受论文：在超过 5100 篇投稿中，共有 1300 篇被接收，达到了接近 25.2% 的接收率。今天组委会公布口头报告论文(Oral presentation)，专知特别整理了最近公布CVPR2019接受论文，涉及目标检测、跨模态、视频处理、语义分割和姿态估计，欢迎查看！



CVPR 作为计算机视觉领域的顶级学术会议，今年共收到了 5165 篇有效提交论文，比去年 CVPR2018 增加了 56%。不久之前，CVPR 2019 官网放出了最终的论文接收结果。据统计，本届大会共接收了 1300 论文，接收率接近 25.2%。




 CVPR 2019 论文

目标检测

  • Generalized Intersection over Union: A Metric and A Loss for Bounding Box Regression

      作者：Hamid Rezatofighi, Nathan Tsoi, JunYoung Gwak, Amir Sadeghian, Ian Reid, Silvio Savarese

    论文链接：

    http://www.zhuanzhi.ai/paper/46c5a1abbe9463bae94409c2ad1acd94



图像分类

  • Learning a Deep ConvNet for Multi-label Classification with Partial Labels

        作者：Thibaut Durand, Nazanin Mehrasa, Greg Mori

        论文链接：

        http://www.zhuanzhi.ai/paper/fda6443955706ca76ce8c52ce52c8b24


图像处理

  
  
    
    
   
   
     
  • Iterative Residual CNNs for Burst Photography Applications
    •

        Filippos Kokkinos,Stamatios Lefkimmiatis

        http://www.zhuanzhi.ai/paper/c72af348e2ee57d74a0d0d3d884b3b92



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

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

    http://www.zhuanzhi.ai/paper/4af88c0816dd2632069cc84f13d177dc


  • CollaGAN : Collaborative GAN for Missing Image Data Imputation

    Dongwook Lee, Junyoung Kim, Won-Jin Moon, Jong Chul Ye

    http://www.zhuanzhi.ai/paper/900e58890d8345f90b9cb488a54aa657


视觉语言跨模态处理

  • Reinforced Cross-Modal Matching and Self-Supervised Imitation Learning for Vision-Language Navigation

    Xin Wang,Qiuyuan Huang,Asli Celikyilmaz,Jianfeng Gao,Dinghan Shen,Yuan-Fang Wang,William Yang Wang,Lei Zhang

    论文地址：

    http://www.zhuanzhi.ai/paper/6d1e314514c8fdbfb7eba783bde57d99





聚类学习

  •  Efficient Parameter-free Clustering Using First Neighbor Relations

        M. Saquib Sarfraz, Vivek Sharma, Rainer Stiefelhagen 

        论文链接：

        http://www.zhuanzhi.ai/paper/d87f92bde8eba49b07b3e9594c61e2e9


 表示学习

  • End-to-End Efficient Representation Learning via Cascading Combinatorial Optimization

      作者：Yeonwoo Jeong, Yoonsuing Kim, Hyun Oh Song

      论文链接：

      http://www.zhuanzhi.ai/paper/3f90437f7b5cd850702cd151def52c0d


Text-to-Image

  • Object-driven Text-to-Image Synthesis via Adversarial Training

    作者：Wenbo Li, Pengchuan Zhang, Lei Zhang, Qiuyuan Huang, Xiaodong     He, Siwei Lyu, Jianfeng Gao

    论文链接：

    http://www.zhuanzhi.ai/paper/1761a44c2505c82125d839e612eaac40



人脸检测

  • Joint Face Detection and Facial Motion Retargeting for Multiple Faces

    作者：Bindita Chaudhuri, Noranart Vesdapunt, Baoyuan Wang

    论文链接：

    http://www.zhuanzhi.ai/paper/11554b44077224153d5f553bf1b003b4




视频处理、分类、描述、分割

  • Spatio-Temporal Dynamics and Semantic Attribute Enriched Visual Encoding for Video Captioning

    Nayyer Aafaq, Naveed Akhtar, Wei Liu, Syed Zulqarnain Gilani, Ajmal Mian

      论文链接：

      http://www.zhuanzhi.ai/paper/05ba5dda315f921bf0510cea6fe58e41



  • Single-frame Regularization for Temporally Stable CNNs

        作者：Gabriel Eilertsen, Rafa? K. Mantiuk, Jonas Unger

        论文链接：

        http://www.zhuanzhi.ai/paper/479a239277f9cb5f7b5dc8605651631f


  • Efficient Video Classification Using Fewer Frames

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

       论文链接：

      http://www.zhuanzhi.ai/paper/2c6aa131c90428629cdb4c10be60044d



  • FEELVOS: Fast End-to-End Embedding Learning for Video Object Segmentation

    作者：Paul Voigtlaender, Yuning Chai, Florian Schroff, Hartwig Adam, Bastian Leibe, Liang-Chieh Chen

        论文链接：

http://www.zhuanzhi.ai/paper/b7016fc2c3a303d2c8f1f8001b4875d



弱监督语义分割

  • FickleNet: Weakly and Semi-supervised Semantic Image Segmentation using Stochastic Inference

    Jungbeom Lee, Eunji Kim, Sungmin Lee, Jangho Lee, Sungroh Yoon

        论文链接：

    http://www.zhuanzhi.ai/paper/07116fa469bea1b90551d7cf4f8f5306

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

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

    地址链接：

    http://www.zhuanzhi.ai/paper/22d03c247815526b3b31d7e4b98cbd69


多视几何

  • Recurrent MVSNet for High-resolution Multi-view Stereo Depth Inference

    作者：Yao Yao, Zixin Luo, Shiwei Li, Tianwei Shen, Tian Fang, Long Quan

    论文链接：

    http://www.zhuanzhi.ai/paper/1b79b35bfd6765ff23f55ea5f0835f9b

    代码链接：

https://github.com/YoYo000/MVSNet



3D检测、重建

  • Stereo R-CNN based 3D Object Detection for Autonomous Driving

    作者：Peiliang Li, Xiaozhi Chen, Shaojie Shen

    论文链接：

    http://www.zhuanzhi.ai/paper/6e707f41e5ed6d33eafc78bdab39034f


  • Single-Image Piece-wise Planar 3D Reconstruction via Associative Embedding

    作者：Zehao Yu, Jia Zheng, Dongze Lian, Zihan Zhou, Shenghua Gao

    论文链接：

    http://www.zhuanzhi.ai/paper/7362035ddd1d69d241cb45fa3a401d85

    代码链接：

    https://github.com/svip-lab/PlanarReconstruction




  • Associatively Segmenting Instances and Semantics in Point Clouds

        作者：Xinlong Wang, Shu Liu, Xiaoyong Shen, Chunhua Shen, Jiaya Jia

        论文链接：

        http://www.zhuanzhi.ai/paper/21645d409b84d40c3fdda548a9dc53c7

        代码链接：

https://github.com/WXinlong/ASIS


  • Deep High-Resolution Representation Learning for Human Pose Estimation

        作者：Ke Sun, Bin Xiao, Dong Liu, Jingdong Wang

        论文链接：

   http://www.zhuanzhi.ai/paper/e0c5f29e3ccc9267bd3bd24876db21e8

   代码链接：

https://github.com/leoxiaobin/deep-high-resolution-net.pytorch

【CVPR2019论文便捷获取】

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  • 后台回复“CVPR2019” 就可以获取CVPR2019论文的下载链接~ 



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