Publications

Refereed Conference Proceedings

  1. Yue Meng, Yongxi Lu, Aman Raj, Samuel Sunarjo, Rui Guo, Tara Javidi, Gaurav Bansal, Dinesh Bharadia, "SIGNet: Semantic Instance Aided Unsupervised 3D Geometry Perception.", to appear in proceedings of 32nd IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019.
  2. Yongxi Lu, Zeyangyi Wang, Ziyao Tang, Tara, Javidi, "Target Localization with Drones using Mobile CNNs." in proceedings of IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2018.
  3. Yongxi Lu, Abhishek Kumar, Shuangfei Zhai, Yu Cheng, Tara Javidi, Rogerio Feris, "Fully-adaptive Feature Sharing in Multi-Task Networks with Applications in Person Attribute Classification." in proceedings of 30th IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017 (spotlight, acceptance rate 8%). Paper.
  4. Shuangfei Zhai, Hui Wu, Abhishek Kumar, Yu Cheng, Yongxi Lu, Zhongfei Zhang, Rogerio Feris, "S3Pool: Pooling with Stochastic Spatial Sampling." in proceedings of 30th IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017. Paper.
  5. Yongxi Lu, Tara Javidi and Svetlana Lazebnik, "Adaptive Object Detection Using Adjacency and Zoom Prediction." in proceedings of 29th IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016 (spotlight, acceptance rate 9.7%). Paper.
  6. Yongxi Lu and Tara Javidi, "Efficient Object Detection for High Resolution Images." in proceedings of 53rd Annual Allerton Conference on Communication, Control and Computing, 2015. Paper. Presentation slides.

Arxiv Preprints

  1. Ziyao Tang*, Yongxi Lu*, Tara Javidi, "Efficient Video Understanding via Multi Frame-Rate Analysis", arXiv preprint arXiv:1811.09834, 2018.