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Neighborhood-Aware Neural Architecture Search

May 13, 2021
Xiaofang Wang, Shengcao Cao, Mengtian Li, Kris M. Kitani

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Efficient Model Performance Estimation via Feature Histories

Mar 07, 2021
Shengcao Cao, Xiaofang Wang, Kris Kitani

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Multiple Networks are More Efficient than One: Fast and Accurate Models via Ensembles and Cascades

Dec 03, 2020
Xiaofang Wang, Dan Kondratyuk, Kris M. Kitani, Yair Movshovitz-Attias, Elad Eban

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Modulating Scalable Gaussian Processes for Expressive Statistical Learning

Aug 29, 2020
Haitao Liu, Yew-Soon Ong, Xiaomo Jiang, Xiaofang Wang

* 31 pages, 9 figures, 4 tables, preprint under review 

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AttentionNAS: Spatiotemporal Attention Cell Search for Video Classification

Jul 31, 2020
Xiaofang Wang, Xuehan Xiong, Maxim Neumann, AJ Piergiovanni, Michael S. Ryoo, Anelia Angelova, Kris M. Kitani, Wei Hua

* ECCV 2020 

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Deep Latent-Variable Kernel Learning

May 18, 2020
Haitao Liu, Yew-Soon Ong, Xiaomo Jiang, Xiaofang Wang

* 12 pages, 8 figures, preprint under review 

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Point in, Box out: Beyond Counting Persons in Crowds

Apr 03, 2019
Yuting Liu, Miaojing Shi, Qijun Zhao, Xiaofang Wang

* Accepted by CVPR2019(Oral) 

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Learnable Embedding Space for Efficient Neural Architecture Compression

Feb 01, 2019
Shengcao Cao, Xiaofang Wang, Kris M. Kitani

* ICLR 2019 

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Developmental Bayesian Optimization of Black-Box with Visual Similarity-Based Transfer Learning

Oct 19, 2018
Maxime Petit, Amaury Depierre, Xiaofang Wang, Emmanuel Dellandréa, Liming Chen

* IEEE International Conference on Development and Learning and Epigenetic Robotics (ICDL-EpiRob), Sep 2018, Tokyo, Japan. 2018 

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Computer-Aided Diagnosis of Label-Free 3-D Optical Coherence Microscopy Images of Human Cervical Tissue

Sep 17, 2018
Yutao Ma, Tao Xu, Xiaolei Huang, Xiaofang Wang, Canyu Li, Jason Jerwick, Yuan Ning, Xianxu Zeng, Baojin Wang, Yihong Wang, Zhan Zhang, Xiaoan Zhang, Chao Zhou

* 9 pages, 5 figures, and 2 tables 

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Error Correction Maximization for Deep Image Hashing

Aug 06, 2018
Xiang Xu, Xiaofang Wang, Kris M. Kitani

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Visual and Semantic Knowledge Transfer for Large Scale Semi-supervised Object Detection

Mar 13, 2018
Yuxing Tang, Josiah Wang, Xiaofang Wang, Boyang Gao, Emmanuel Dellandrea, Robert Gaizauskas, Liming Chen

* Published in IEEE Transactions on Pattern Analysis and Machine Intelligence, November 2017 
* TPAMI. correct some typos 

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Image Registration Based Flicker Solving in Video Face Replacement and Analysis Based Sub-pixel Image Registration

Mar 09, 2018
Xiaofang Wang, Guoqiang Xiang, Xinyue Zhang, Wei Wei

* 9 Pages, 10 figures, partly accepted by 2017 Intelligent Computing and Information Systems (ICIS2017) 

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Discriminative and Geometry Aware Unsupervised Domain Adaptation

Dec 28, 2017
Lingkun Luo, Liming Chen, Shiqiang Hu, Ying Lu, Xiaofang Wang

* 18pages, 12figures 

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Robust Data Geometric Structure Aligned Close yet Discriminative Domain Adaptation

May 24, 2017
Lingkun Luo, Xiaofang Wang, Shiqiang Hu, Liming Chen

* 12 pages, 1 figure 

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Close Yet Distinctive Domain Adaptation

Apr 13, 2017
Lingkun Luo, Xiaofang Wang, Shiqiang Hu, Chao Wang, Yuxing Tang, Liming Chen

* 11pages, 3 figures, ICCV2017 

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Deep Supervised Hashing with Triplet Labels

Dec 12, 2016
Xiaofang Wang, Yi Shi, Kris M. Kitani

* Appear in ACCV 2016 

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Contextual Visual Similarity

Dec 08, 2016
Xiaofang Wang, Kris M. Kitani, Martial Hebert

* Submitted to CVPR 2017 

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