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商汤科技44篇论文入选CVPR 2018

  速途网5月10日消息,全球计算机视觉顶级会议 IEEE CVPR 2018 (Computer Vision and Pattern
Recognition,即IEEE国际计算机视觉与模式识别会议) 即将于六月在美国盐湖城召开,本届大会总共录取来自全球论文979篇。

商汤科技44篇论文入选CVPR 2018

  据CVPR官网显示,今年有超过3300篇的大会论文投稿,录取的979篇论文,比去年增长了25%(2016年论文录取783篇)。这些录取的最新科研成果,涵盖了计算机视觉领域各项前沿工作。CVPR
2018包括21场tutorials、48场workshops,并且有来自全球各地超过115家企业将入驻今年CVPR工业展览。

  商汤科技、香港中文大学-商汤科技联合实验室以及其他商汤科技联合实验室共有44篇论文被本届CVPR大会接收,其中包括口头报告论文3篇(录取率仅62/3300
= 1.88%),亮点报告论文13篇,论文录取数量相较于CVPR 2017的23篇又有大幅度提高,成绩斐然。

  商汤科技CVPR
2018录取论文在以下领域实现突破:大规模分布式训练、人体理解与行人再识别、自动驾驶场景理解与分析、底层视觉算法、视觉与自然语言的综合理解、物体检测、识别与跟踪、深度生成式模型、视频与行为理解等。这些新颖的计算机视觉算法不仅有着丰富的应用场景,使得更多的智能视觉算法能应用于日常生活之中,还为后续研究提供了可贵的经验和方向。

  附录:

  商汤科技及商汤科技联合实验室共有44篇论文被接收,具体如下:

  1.3D Human Pose Estimation in the Wild by Adversarial Learning

  Wei Yang, Wanli Ouyang, Xiaolong Wang, Xiaogang Wang

  IEEE Conference on Computer Vision and Pattern Recognition (CVPR),
2018.

  2. Attention-aware Compositional Network for Person Re-Identification

  Jing Xu, Rui Zhao, Feng Zhu, Huaming Wang, Wanli Ouyang

  IEEE Conference on Computer Vision and Pattern Recognition (CVPR),
2018.

  3. Avatar-Net: Multi-scale Zero-shot Style Transfer by Feature
Decoration

  Lu Sheng*, Jing Shao*, Ziyi Lin and Xiaogang Wang (*equal contribution)

  IEEE Conference on Computer Vision and Pattern Recognition (CVPR),
2018.

  4. Beyond Holistic Object Recognition:Enriching Image Understanding with
Part States

  Cewu Lu, Hao Su, Yonglu Li, Yongyi Lu, Li Yi, Chi-Keung Tang, Leonidas J.
Guibas

  IEEE Conference on Computer Vision and Pattern Recognition (CVPR),
2018.

  5. Collaborative and Adversarial Network for Unsupervised domain
adaptation

  Weichen Zhang, Wanli Ouyang, Dong Xu, Wen Li

  IEEE Conference on Computer Vision and Pattern Recognition (CVPR),
2018.

  6. Context Encoding for Semantic Segmentation

  Hang Zhang, Kristin Dana, Jianping Shi, Zhongyue Zhang, Xiaogang Wang,
Ambrish Tyagi, Amit Agrawal

  IEEE Conference on Computer Vision and Pattern Recognition (CVPR),
2018.

  7. Deep Cocktail Networks: Multi-source Unsupervised Domain Adaptation with
Category Shift

  Ruijia Xu, Ziliang Chen, Wangmeng Zuo, Junjie Yan, Liang Lin

  IEEE Conference on Computer Vision and Pattern Recognition (CVPR),
2018.

  8. Deep Group-shuffling Random Walk for Person Re-identification

  Yantao Shen, Hongsheng Li, Tong Xiao, Shuai Yi, Dapeng Chen, Xiaogang
Wang

  IEEE Conference on Computer Vision and Pattern Recognition (CVPR),
2018.

  9. Dynamic Scene Deblurring Using Spatially Variant Recurrent Neural
Networks

  Jiawei Zhang, Jinshan Pan, Jimmy Ren, Yibing Song, Linchao Bao, Rynson Lau,
Ming-Hsuan Yang

  IEEE Conference on Computer Vision and Pattern Recognition (CVPR),
2018.

  10. Eliminating Background-bias for Robust Person Re-identification

  Maoqing Tian, Hongsheng Li, Shuai Yi, Xuesen Zhang, Jianping Shi, Junjie
Yan, Xiaogang Wang

  IEEE Conference on Computer Vision and Pattern Recognition (CVPR),
2018.

  11. End-to-End Deep Kronecker-Product Matching for Person
Re-identification

  Yantao Shen, Tong Xiao, Hongsheng Li, Shuai Yi, Xiaogang Wang

  IEEE Conference on Computer Vision and Pattern Recognition (CVPR),
2018.

  12. End-to-end Flow Correlation Tracking with Spatial-temporal
Attention

  Zheng Zhu, Wei Wu, Wei Zou, Junjie Yan

  IEEE Conference on Computer Vision andPattern Recognition (CVPR), 2018.

  13. Exploring Disentangled Feature Representation Beyond Face
Identification

  Yu Liu*, Fangyin Wei*, Jing Shao*, LuSheng, Junjie Yan and Xiaogang Wang
(*equal contribution)

  IEEE Conference on Computer Vision and Pattern Recognition (CVPR),
2018.

  14. Environment Upgrade Reinforcement Learning for Non-differentiable
Multi-stage Pipelines

  Shuqin Xie, Zitian Chen, Chao Xu, Cewu Lu

  IEEE Conference on Computer Vision and Pattern Recognition (CVPR),
2018.

  15. FOTS: Fast Oriented Text Spotting with a Unified Network

  Xuebo Liu, Ding Liang, Shi Yan, Dagui Chen, Yu Qiao, Junjie Yan

  IEEE Conference on Computer Vision and Pattern Recognition (CVPR),
2018.

  16. GeoNet: Unsupervised Learning of Dense Depth, Motion Field and Camera
Pose

  Zhichao Yin, Jianping Shi

  IEEE Conference on Computer Vision and Pattern Recognition (CVPR),
2018.

  17. Group Consistent Similarity Learning via Deep CRFs for Person
Re-Identification

  Dapeng Chen, Dan Xu, Hongsheng Li, Nicu Sebe, Xiaogang Wang

  IEEE Conference on Computer Vision and Pattern Recognition (CVPR),
2018.

  18. High Performance Visual Tracking with Siamese Region Proposal
Network

  Bo Li, Wei Wu, Zheng Zhu, Junjie Yan

  IEEE Conference on Computer Vision and Pattern Recognition (CVPR),
2018.

  19. ID-GAN: Learning a Symmetry Three-Player GAN for Identity-Preserving
Face Synthesis

  Yujun Shen, Ping Luo, Junjie Yan, Xiaogang Wang, Xiaoou Tang

  IEEE Conference on Computer Vision and Pattern Recognition (CVPR),
2018.

  20. Learning a Toolchain for Image Restoration

  Ke Yu, Chao Dong, Liang Lin, Chen Change Loy

  IEEE Conference on Computer Vision and Pattern Recognition (CVPR),
2018.

  21. Learning Dual Convolutional Neural Networks for Low-Level Vision

  Jinshan Pan, Sifei Liu, Deqing Sun, Jiawei Zhang, Yang Liu, Jimmy Ren,
Zechao Li, Jinhui Tang, Huchuan Lu, Yu-Wing Tai, Ming-Hsuan Yang

  IEEE Conference on Computer Vision and Pattern Recognition (CVPR),
2018.

  22. Learning Globally Optimized Object Detector via Policy Gradient

  Yongming Rao, Dahua Lin, Jiwen Lu

  IEEE Conference on Computer Vision and Pattern Recognition (CVPR),
2018.

  23. LiteFlowNet: A Lightweight Convolutional Neural Network for Optical
Flow Estimation

  Tak Wai Hui, Xiaoou Tang, Chen Change Loy

  IEEE Conference on Computer Vision and Pattern Recognition (CVPR),
2018.

  24. Low-Latency Video Semantic Segmentation

  Yule Li, Jianping Shi, Dahua Lin

  IEEE Conference on Computer Vision and Pattern Recognition (CVPR),
2018.

  25. Look at Boundary: A Boundary-Aware Face Alignment Algorithm

  Wayne Wu, Chen Qian, Shuo Yang, Wang Quan

  IEEE Conference on Computer Vision and Pattern Recognition (CVPR),
2018.

  26. LSTM Pose Machines

  Yue Luo, Jimmy Ren, Zhouxia Wang, Wenxiu Sun, Jinshan Pan, Jianbo Liu,
Jiahao Pang, Liang Lin

  IEEE Conference on Computer Vision and Pattern Recognition (CVPR),
2018.

  27. Mask-guided Contrastive Attention Model for Person
Re-Identification

  Chunfeng Song, Yan Huang, Wanli Ouyang, Liang Wang

  IEEE Conference on Computer Vision and Pattern Recognition (CVPR),
2018.

  28. Optical Flow Guided Feature: A Fast and Robust Motion Representation
for Video Action Recognition

  Shuyang Sun, Zhanghui Kuang, Lu Sheng, Wanli Ouyang, Wei Zhang

  IEEE Conference on Computer Vision and Pattern Recognition (CVPR),
2018.

  29. Optimizing Video Object Detection via a Scale-Time Lattice

  Kai Chen, Jiaqi Wang, Shuo Yang, Xingcheng Zhang, Yuanjun Xiong, Chen
Change Loy, Dahua Lin

  IEEE Conference on Computer Vision and Pattern Recognition (CVPR),
2018.

  30. PAD-Net: Multi-Tasks Guided Prediciton-and-Distillation Network for
Simultaneous Depth Estimation and Scene Parsing

  Dan Xu, Wanli Ouyang, Xiaogang Wang, Nicu Sebe

  IEEE Conference on Computer Vision and Pattern Recognition (CVPR),
2018.

  31. Path Aggregation Network for Instance Segmentation

  Shu Liu, Lu Qi, Haifang Qin, Jianping Shi, Jiaya Jia

  IEEE Conference on Computer Vision and Pattern Recognition (CVPR),
2018.

  32. Pose-Robust Face Recognition via Deep Residual Equivariant Mapping

  Kaidi Cao, Yu Rong, Cheng Li, Xiaoou Tang, Chen Change Loy

  IEEE Conference on Computer Vision and Pattern Recognition (CVPR),
2018.

  33. Practical Block-wise Neural Network Architecture Generation

  Zhao Zhong, Junjie Yan, Wei Wu, Jing Shao, Cheng-lin Liu

  IEEE Conference on Computer Vision and Pattern Recognition (CVPR),
2018.

  34. Recognize Actions by Disentangling Components of Dynamics

  Yue Zhao, Yuanjun Xiong, Dahua Lin

  IEEE Conference on Computer Vision and Pattern Recognition (CVPR),
2018.

  35. Recovering Realistic Texture in Image Super-resolution by Spatial
Feature Modulation

  Xintao Wang, Ke Yu, Chao Dong, Chen Change Loy

  IEEE Conference on Computer Vision and Pattern Recognition (CVPR),
2018.

  36. Single View Stereo Matching

  Yue Luo, Jimmy Ren, Mude Lin, Jiahao Pang,Wenxiu Sun, Hongsheng Li, Liang
Lin

  IEEE Conference on Computer Vision and Pattern Recognition (CVPR),
2018.

  37. Temporal Hallucinating for Action Recognition with Few Still Images

  Lei Zhou, Yali Wang, Yu Qiao

  IEEE Conference on Computer Vision and Pattern Recognition (CVPR),
2018.

  38. Towards Human-Machine Cooperation: Evolving Active Learning with
Self-supervised Process for Object Detection

  Keze Wang, Xiaopeng Yan, Lei Zhang, Liang Lin

  IEEE Conference on Computer Vision and Pattern Recognition(CVPR), 2018.

  39. Unifying Identification and Context Learning for Person Recognition

  Qingqiu Huang, Yu Xiong, Dahua Lin

  IEEE Conference on Computer Vision and Pattern Recognition (CVPR),
2018.

  40. Unsupervised Feature Learning via Non-Parametric Instance-level
Discrimination

  Zhirong Wu, Yuanjun Xiong, Stella Yu, Dahua Lin

  IEEE Conference on Computer Vision and Pattern Recognition (CVPR),
2018.

  41. Video Person Re-identification with Competitive Snippet-similarity
Aggregation and Co-attentive Snippet Embedding

  Dapeng Chen, Hongsheng Li, Tong Xiao, Shuai Yi, Xiaogang Wang

  IEEE Conference on Computer Vision and Pattern Recognition (CVPR),
2018.

  42. Visual Question Generation as Dual Task of Visual Question
Answering

  Yikang Li, Nan Duan, Bolei Zhou, Xiao Chu, Wanli Ouyang, Xiaogang Wang

  IEEE Conference on Computer Vision and Pattern Recognition (CVPR),
2018.

  43. Weakly Supervised Human Body Part Parsing via Pose-Guided Knowledge
Transfer

  Hao-Shu Fang, Guansong Lu, Xiaolin Fang, Jianwen Xie, Yu-Wing Tai and Cewu
Lu

  IEEE Conference on Computer Vision and Pattern Recognition (CVPR),
2018.

  44. Zoom and Learn: Generalizing Deep Stereo Matching to Novel Domains

  Jiahao Pang, Wenxiu Sun, Chengxi Yang, Jimmy Ren, Ruichao Xiao, Jin Zeng,
Liang Lin

  IEEE Conference on Computer Vision and Pattern Recognition (CVPR),
2018.

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