Recent Work at Google

Google Scholar

  • 2019

    • Chen Sun, Per Karlsson, Jiajun Wu, Joshua B. Tenenbaum, and Kevin Murphy, Predicting the Present and Future States of Multi-agent Systems from Partially-observed Visual Data. International Conference on Learning Representations (ICLR) 2019 [OpenReview]
    • Zhenjia Xu, Zhijian Liu, Chen Sun, Kevin Murphy, William T. Freeman, Joshua B. Tenenbaum, and Jiajun Wu, Modeling Parts, Structure, and System Dynamics via Predictive Learning. International Conference on Learning Representations (ICLR) 2019 [OpenReview]
  • 2018

    • Chen Sun, Abhinav Shrivastava, Carl Vondrick, Kevin Murphy, Rahul Sukthankar and Cordelia Schmid, Actor-centric Relation Network. European Conference on Computer Vision (ECCV) 2018 [arXiv]
    • Saining Xie, Chen Sun, Jonathan Huang, Zhuowen Tu and Kevin Murphy, Rethinking Spatiotemporal Feature Learning: Speed-Accuracy Trade-offs in Video Classification. European Conference on Computer Vision (ECCV) 2018 [arXiv]
    • Chunhui Gu et al., AVA: A Video Dataset of Spatio-temporally Localized Atomic Visual Actions. IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2018 [arXiv]
    • Yin Cui, Yang Song, Chen Sun, Andrew Howard and Serge Belongie, Large Scale Fine-Grained Categorization and the Effectiveness of Domain-Specific Transfer Learning. IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2018 [pdf]
    • Grant van Horn et al., The iNaturalist Species Classification and Detection Dataset. IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2018 [pdf]
  • 2017

    • Chen Sun, Abhinav Shrivastava, Saurabh Singh and Abhinav Gupta, Revisiting Unreasonable Effectiveness of Data in Deep Learning Era. International Conference on Computer Vision (ICCV) 2017 [arXiv]
    • Jiyang Gao, Chen Sun, Zhenheng Yang and Ram Nevatia, TALL: Temporal Activity Localization via Language Query. International Conference on Computer Vision (ICCV) 2017 [arXiv]
    • Jiyang Gao*, Zhenheng Yang*, Chen Sun, Kan Chen and Ram Nevatia, TURN TAP: Temporal Unit Regression Network for Temporal Action Proposals. International Conference on Computer Vision (ICCV) 2017 [arXiv]
    • Chuang Gan et al., VQS: Linking Segmentations to Questions and Answers for Supervised Attention in VQA and Question-Focused Semantic Segmentation. International Conference on Computer Vision (ICCV) 2017 [pdf]
    • Jonathan Huang et al., Speed/accuracy Trade-offs for Modern Convolutional Object Detectors. IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2017 [arXiv]
    • Chuang Gan*, Chen Sun* and Ram Nevatia, DECK: Discovering Event Composition Knowledge from Web Images for Zero-Shot Event Detection and Recounting in Videos. AAAI Conference on Artificial Intelligence (AAAI) 2017 [pdf]

Earlier Work

  • 2016

    • Chen Sun, Manohar Paluri, Ronan Collobert, Ram Nevatia and Lubomir Bourdev, ProNet: Learning to Propose Object-specific Boxes for Cascaded Neural Networks. IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2016 [arXiv]
    • Chuang Gan, Chen Sun, Lixin Duan and Boqing Gong, Webly-supervised video recognition by mutually voting for relevant web images and web video frames. European Conference on Computer Vision (ECCV) 2016 [pdf]
  • 2015

    • Chen Sun, Chuang Gan and Ram Nevatia, Automatic Concept Discovery from Parallel Text and Visual Corpora. International Conference on Computer Vision (ICCV) 2015 [arXiv]
    • Chen Sun, Sanketh Shetty, Rahul Sukthankar and Ram Nevatia, Temporal Localization of Fine-Grained Actions in Videos by Domain Transfer from Web Images. ACM Multimedia 2015 [arXiv]
  • 2014
    • Chen Sun, Ram Nevatia, Semantic Aware Video Transcription Using Random Forest Classifiers. European Conference on Computer Vision (ECCV) 2014 [pdf]
    • Chen Sun, Ram Nevatia, DISCOVER: Discovering Important Segments for Classification of Video Events and Recounting. IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2014 [pdf]
    • Chen Sun, Brian Burns, Ram Nevatia, Cees Snoek, Bob Bolles, Greg Myers, Wen Wang, Eric Yeh, ISOMER: Informative Segment Observations for Multimedia Event Recounting. International Conference on Multimedia Retrieval (ICMR) 2014 [pdf]
    • Julien van Hout et al., Late Fusion and Calibration for Multimedia Event Detection Using Few Examples. International Conference on on Acoustics, Speech, and Signal Processing (ICASSP) 2014 [pdf]
  • 2013
    • Chen Sun, Ram Nevatia, ACTIVE: Activity Concept Transitions in Video Event Classification. International Conference on Computer Vision (ICCV) 2013 [pdf]
    • Chen Sun, Ram Nevatia, Large-scale Web Video Event Classification by use of Fisher Vectors. Workshop on Applications of Computer Vision (WACV) 2013 [pdf] [Code]