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Self-Supervised Robust Scene Flow Estimation via the Alignment of Probability Density Functions


Mar 23, 2022
Pan He, Patrick Emami, Sanjay Ranka, Anand Rangarajan

* Published in AAAI Conference on Artificial Intelligence (2022) 

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Protum: A New Method For Prompt Tuning Based on "[MASK]"


Jan 28, 2022
Pan He, Yuxi Chen, Yan Wang, Yanru Zhang

* under review in ICML 

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Learning Scene Dynamics from Point Cloud Sequences


Nov 16, 2021
Pan He, Patrick Emami, Sanjay Ranka, Anand Rangarajan

* Accepted for publication in International Journal of Computer Vision, Special Issue on 3D Computer Vision. Code and data: https://github.com/BestSonny/SPCM 

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Efficient Iterative Amortized Inference for Learning Symmetric and Disentangled Multi-Object Representations


Jun 07, 2021
Patrick Emami, Pan He, Sanjay Ranka, Anand Rangarajan

* Published in ICML'21. Code and data: https://github.com/pemami4911/EfficientMORL 

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SparsePipe: Parallel Deep Learning for 3D Point Clouds


Dec 27, 2020
Keke Zhai, Pan He, Tania Banerjee, Anand Rangarajan, Sanjay Ranka

* Accepted in 2020 IEEE 27th International Conference on High Performance Computing, Data, and Analytics (HiPC) 

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Intelligent Intersection: Two-Stream Convolutional Networks for Real-time Near Accident Detection in Traffic Video


Jan 04, 2019
Xiaohui Huang, Pan He, Anand Rangarajan, Sanjay Ranka

* Submitted to ACM Transactions on Spatial Algorithms and Systems (TSAS); Special issue on Urban Mobility: Algorithms and Systems 

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Adaptive Adversarial Attack on Scene Text Recognition


Jul 09, 2018
Xiaoyong Yuan, Pan He, Xiaolin Andy Li


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Adversarial Examples: Attacks and Defenses for Deep Learning


Jul 07, 2018
Xiaoyong Yuan, Pan He, Qile Zhu, Xiaolin Li

* Github: https://github.com/chbrian/awesome-adversarial-examples-dl 

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Boosting up Scene Text Detectors with Guided CNN


May 14, 2018
Xiaoyu Yue, Zhanghui Kuang, Zhaoyang Zhang, Zhenfang Chen, Pan He, Yu Qiao, Wei Zhang

* Submitted to British Machine Vision Conference (BMVC), 2018 

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Learning Fast and Slow: PROPEDEUTICA for Real-time Malware Detection


Dec 04, 2017
Ruimin Sun, Xiaoyong Yuan, Pan He, Qile Zhu, Aokun Chen, Andre Gregio, Daniela Oliveira, Xiaolin Li

* 17 pages, 7 figures 

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Detecting Text in Natural Image with Connectionist Text Proposal Network


Sep 12, 2016
Zhi Tian, Weilin Huang, Tong He, Pan He, Yu Qiao

* To appear in ECCV, 2016 

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Reading Scene Text in Deep Convolutional Sequences


Dec 20, 2015
Pan He, Weilin Huang, Yu Qiao, Chen Change Loy, Xiaoou Tang

* To appear in the 13th AAAI Conference on Artificial Intelligence (AAAI-16), 2016 

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