Publications

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Publications of year 2019

Thesis

  • Gül Varol. Learning Human Body and Human Action Representations from Visual Data. PhD thesis, ENS, 2019.


Articles in journal or book chapters

  • J. Min, J. Lee, J. Ponce, and M. Cho. SPair-71k: A Large-scale Benchmark for Semantic Correspondence. arXiv e-prints, pp arXiv:1908.10543, August 2019.


  • B. Osserman and M. Trager. Multigraded Cayley-Chow forms. Advances in Mathematics, 348:583-606, 2019.


Conference articles

  • Y. Ding, J. Yang, J. Ponce, and H. Kong. An Efficient Solution to the Homography-Based Relative Pose Problem With a Common Reference Direction. In International Conference on Computer Vision, 2019.


  • M. Dusmanu, I. Rocco, T. Pajdla, M. Pollefeys, J. Sivic, A. Torii, and T. Sattler. D2-Net: A Trainable CNN for Joint Detection and Description of Local Features. In IEEE Conference on Computer Vision and Pattern Recognition, 2019.


  • Y. Hasson, G. Varol, D. Tzionas, I. Kalevatykh, M. J. Black, I. Laptev, and C. Schmid. Learning joint reconstruction of hands and manipulated objects. In IEEE Conference on Computer Vision and Pattern Recognition, 2019.


  • J. Lee, D. Kim, J. Ponce, and B. Ham. SFNet: Learning Object-aware Semantic Correspondence. In IEEE Conference on Computer Vision and Pattern Recognition, 2019.


  • Z. Li, J. Sedlar, J. Carpentier, I. Laptev, N. Mansard, and J. Sivic. Estimating 3D Motion and Forces of Person-Object Interactions from Monocular Video. In IEEE Conference on Computer Vision and Pattern Recognition, 2019.


  • Antoine Miech, Dimitri Zhukov, Jean-Baptiste Alayrac, Makarand Tapaswi, Ivan Laptev, and Josef Sivic. HowTo100M: Learning a Text-Video Embedding by Watching Hundred Million Narrated Video Clips. In International Conference on Computer Vision, 2019.


  • J. Min, J. Lee, J. Ponce, and M. Cho. Hyperpixel Flow: Semantic Correspondence with Multi-layer Neural Features. In International Conference on Computer Vision, 2019.


  • Alexander Pashevich, Robin Strudel, Igor Kalevatykh, Ivan Laptev, and Cordelia Schmid. Learning to Augment Synthetic Images for Sim2Real Policy Transfer. In International Conference on Intelligent Robots and Systems, 2019.


  • Makarand Tapaswi, Marc T. Law, and Sanja Fidler. Video Face Clustering with Unknown Number of Clusters. In International Conference on Computer Vision, 2019.


  • M. Trager, M. Hebert, and J. Ponce. Coordinate-Free Carlsson-Weinshall Duality and Relative Multi-View Geometry. In IEEE Conference on Computer Vision and Pattern Recognition, 2019.


  • H. V. Vo, F. Bach, M. Cho, K. Han, Y. LeCun, P. Pérez, and J. Ponce. Unsupervised Image Matching and Object Discovery as Optimization. In IEEE Conference on Computer Vision and Pattern Recognition, 2019.


  • Y. Zhang, Y. Gao, S. Gu, Y. Guo, M. Liu, Z. Sun, Z. Hou, H. Yang, Y. Wang, J. Yang, J. Ponce, and H. Kong. Build your own hybrid thermal/EO camera for autonomous vehicle. In to appear in the Proc. of the IEEE International Conference on Robotics and Automation, 2019.


  • D. Zhukov, J.-B. Alayrac, R.G. Cinbis, D. Fouhey, I. Laptev, and J. Sivic. Cross-task weakly supervised learning from instructional videos. In IEEE Conference on Computer Vision and Pattern Recognition, 2019.



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