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Long-tailed Recognition by Routing Diverse Distribution-Aware Experts

Oct 05, 2020
Xudong Wang, Long Lian, Zhongqi Miao, Ziwei Liu, Stella X. Yu

* 14 pages, 8 figures 

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Tied Block Convolution: Leaner and Better CNNs with Shared Thinner Filters

Sep 25, 2020
Xudong Wang, Stella X. Yu

* 13 pages 

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Unsupervised Feature Learning by Cross-Level Discrimination between Instances and Groups

Aug 17, 2020
Xudong Wang, Ziwei Liu, Stella X. Yu

* Update semi-supervised results 

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3D Shape Reconstruction from Free-Hand Sketches

Jun 17, 2020
Jiayun Wang, Jierui Lin, Qian Yu, Runtao Liu, Yubei Chen, Stella X. Yu


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Orthogonal Convolutional Neural Networks

Nov 27, 2019
Jiayun Wang, Yubei Chen, Rudrasis Chakraborty, Stella X. Yu


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SegSort: Segmentation by Discriminative Sorting of Segments

Oct 30, 2019
Jyh-Jing Hwang, Stella X. Yu, Jianbo Shi, Maxwell D. Collins, Tien-Ju Yang, Xiao Zhang, Liang-Chieh Chen

* In ICCV 2019. Webpage & Code: https://jyhjinghwang.github.io/projects/segsort.html 

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POIRot: A rotation invariant omni-directional pointnet

Oct 30, 2019
Liu Yang, Rudrasis Chakraborty, Stella X. Yu


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Building Information Modeling and Classification by Visual Learning At A City Scale

Oct 14, 2019
Qian Yu, Chaofeng Wang, Barbaros Cetiner, Stella X. Yu, Frank Mckenna, Ertugrul Taciroglu, Kincho H. Law

* 33rd Conference on Neural Information Processing Systems (NeurIPS 2019), Vancouver, Canada 

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Compound Domain Adaptation in an Open World

Sep 08, 2019
Ziwei Liu, Zhongqi Miao, Xingang Pan, Xiaohang Zhan, Stella X. Yu, Dahua Lin, Boqing Gong


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Spatial Transformer for 3D Points

Jun 29, 2019
Jiayun Wang, Rudrasis Chakraborty, Stella X. Yu


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SurReal: Fréchet Mean and Distance Transform for Complex-Valued Deep Learning

Jun 24, 2019
Rudrasis Chakraborty, Jiayun Wang, Stella X. Yu

* IEEE Computer Vision and Pattern Recognition Workshop on Perception Beyond the Visible Spectrum, Long Beach, California, 16 June 2019 Best Paper Award 

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Large-Scale Long-Tailed Recognition in an Open World

Apr 16, 2019
Ziwei Liu, Zhongqi Miao, Xiaohang Zhan, Jiayun Wang, Boqing Gong, Stella X. Yu

* To appear in CVPR 2019 as an oral presentation. Code, datasets and models are available at https://liuziwei7.github.io/projects/LongTail.html 

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Adaptive Affinity Fields for Semantic Segmentation

Aug 21, 2018
Tsung-Wei Ke, Jyh-Jing Hwang, Ziwei Liu, Stella X. Yu

* To appear in European Conference on Computer Vision (ECCV) 2018 

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Improving Generalization via Scalable Neighborhood Component Analysis

Aug 14, 2018
Zhirong Wu, Alexei A. Efros, Stella X. Yu

* To appear in ECCV 2018 

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Adversarial Structure Matching Loss for Image Segmentation

May 18, 2018
Jyh-Jing Hwang, Tsung-Wei Ke, Jianbo Shi, Stella X. Yu


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Learning Beyond Human Expertise with Generative Models for Dental Restorations

Mar 30, 2018
Jyh-Jing Hwang, Sergei Azernikov, Alexei A. Efros, Stella X. Yu


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Learning to Roam Free from Small-Space Autonomous Driving with A Path Planner

Mar 17, 2018
Sascha Hornauer, Karl Zipser, Stella X. Yu

* Changes to previous version: Added further evaluations. Added tests in different environment. Added depth-input validation. Dropped multi-task learning aspect. Currently under review for publication at the ECCV 2018 

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Joint Embedding and Classification for SAR Target Recognition

Dec 16, 2017
Jiayun Wang, Patrick Virtue, Stella X. Yu


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Am I a Baller? Basketball Performance Assessment from First-Person Videos

Aug 02, 2017
Gedas Bertasius, Hyun Soo Park, Stella X. Yu, Jianbo Shi


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Unsupervised Learning of Important Objects from First-Person Videos

Aug 02, 2017
Gedas Bertasius, Hyun Soo Park, Stella X. Yu, Jianbo Shi


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Better than Real: Complex-valued Neural Nets for MRI Fingerprinting

Jul 01, 2017
Patrick Virtue, Stella X. Yu, Michael Lustig

* Accepted in Proc. IEEE International Conference on Image Processing (ICIP), 2017 

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First Person Action-Object Detection with EgoNet

Jun 10, 2017
Gedas Bertasius, Hyun Soo Park, Stella X. Yu, Jianbo Shi


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Multigrid Neural Architectures

May 11, 2017
Tsung-Wei Ke, Michael Maire, Stella X. Yu

* updated with ImageNet results; to appear at CVPR 2017 

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Convolutional Random Walk Networks for Semantic Image Segmentation

May 08, 2017
Gedas Bertasius, Lorenzo Torresani, Stella X. Yu, Jianbo Shi


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Learning Non-Lambertian Object Intrinsics across ShapeNet Categories

Dec 27, 2016
Jian Shi, Yue Dong, Hao Su, Stella X. Yu


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Fine-to-coarse Knowledge Transfer For Low-Res Image Classification

May 21, 2016
Xingchao Peng, Judy Hoffman, Stella X. Yu, Kate Saenko

* 5 pages, accepted by ICIP 2016 

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Affinity CNN: Learning Pixel-Centric Pairwise Relations for Figure/Ground Embedding

Apr 11, 2016
Michael Maire, Takuya Narihira, Stella X. Yu

* minor updates; extended version of CVPR 2016 conference paper 

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Direct Intrinsics: Learning Albedo-Shading Decomposition by Convolutional Regression

Dec 08, 2015
Takuya Narihira, Michael Maire, Stella X. Yu

* International Conference on Computer Vision (ICCV), 2015 

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