AI 科技评论在首尔!
作者 | 丛末、杨晓凡、Camel
编辑 | 唐里
29 日,经过 2 天 Workshop 和 Tutorial 的前期预热和酝酿,ICCV 2019 开幕式在笼罩着一片温煦秋阳的清晨如期而至。
从论文主题来看,最热门的关键词如图所示,排在前几位的依次是 Learning、Image、Network、Deep、3D、Object 等,这也反映了该领域内研究人员们对于各个细分课题的关注程度。
论文标题:Larger Norm More Transferable: An Adaptive Feature Norm Approach for Unsupervised Domain Adaptation
作者:Ruijia Xu, Guanbin Li, Jihan Yang, Liang Lin
单位:Sun Yat-sen University(中山大学)、DarkMatter AI Research
链接:https://arxiv.org/abs/1811.07456
论文标题:Deep Hough Voting for 3D Object Detection in Point Clouds
作者:Charles R. Qi, Or Litany, Kaiming He(何恺明), Leonidas J. Guibas
单位:Facebook AI Research,Stanford University
链接:https://arxiv.org/abs/1904.09664
论文标题:Unsupervised Deep Learning for Structured Shape Matching
作者:Jean-Michel Roufosse, Abhishek Sharma, Maks Ovsjanikov
单位:LIX, Ecole Polytechnique(巴黎综合理工大学)
链接:https://arxiv.org/abs/1812.03794
论文标题:Gated2Depth: Real-time Dense Lidar from Gated Images
作者:Tobias Gruber, Frank Julca-Aguilar, Mario Bijelic, Werner Ritter, Klaus Dietmayer, Felix Heide
单位:Daimler AG(戴姆勒), Algolux, Ulm University(德国乌尔姆大学), Princeton University
链接:https://arxiv.org/abs/1902.04997
论文标题:Local Aggregation for Unsupervised Learning of Visual Embeddings
作者:Chengxu Zhuang, Alex Lin Zhai, Daniel Yamins
单位:Stanford University
链接:https://arxiv.org/abs/1903.12355
论文标题:Habitat: A Platform for Embodied AI Research
作者:Manolis Savva, Abhishek Kadian, Oleksandr Maksymets, Yili Zhao, Erik Wijmans, Bhavana Jain, Julian Straub, Jia Liu, Vladlen Koltun, Jitendra Malik, Devi Parikh, Dhruv Batra
单位:Facebook AI Research, Facebook Reality Labs, Georgia Institute of Technology, Simon Fraser University, Intel Labs, UC Berkeley
链接:https://arxiv.org/abs/1904.01201
论文标题:Robust Change Captioning
作者:Dong Huk Park, Trevor Darrell, Anna Rohrbach
单位:University of California, Berkeley
链接:https://arxiv.org/abs/1901.02527
这几项重磅奖项揭晓后,PAMI 服务主席 Bryan Morse 上台颁布四大 PAMI TC 奖项,包括 Helmholtz 奖、Everingham 奖、Azriel Rosenfeld 终身成就奖以及杰出研究者奖。
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