Stella X. Yu

发表

SurReal: Complex-Valued Learning as Principled Transformations on a Scaling and Rotation Manifold.

Rudrasis Chakraborty, Yifei Xing, Stella X. Yu, 2020, IEEE transactions on neural networks and learning systems.

Object-Specific Figure-Ground Segregation

Jianbo Shi, Stella X. Yu, 2003, CVPR.

Direct Intrinsics: Learning Albedo-Shading Decomposition by Convolutional Regression

Stella X. Yu, Takuya Narihira, Michael Maire, 2015, 2015 IEEE International Conference on Computer Vision (ICCV).

A Hierarchical Markov Random Field Model for Figure-Ground Segregation

Takeo Kanade, Tai Sing Lee, Stella X. Yu, 2001, EMMCVPR.

Structural correspondence as a contour grouping problem

Stella X. Yu, Elena Bernardis, 2010, 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Workshops.

Spatial Transformer for 3D Points pdf

Rudrasis Chakraborty, Stella X. Yu, Jiayun Wang, 2019, ArXiv.

Multigrid Neural Architectures

Stella X. Yu, Michael Maire, Tsung-Wei Ke, 2016, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

FlowWeb: Joint image set alignment by weaving consistent, pixel-wise correspondences

Yong Jae Lee, Alexei A. Efros, Stella X. Yu, 2015, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Adaptive Affinity Field for Semantic Segmentation pdf

Stella X. Yu, Ziwei Liu, Tsung-Wei Ke, 2018, ArXiv.

Power SVM: Generalization with exemplar classification uncertainty

Shang-Hua Teng, Stella X. Yu, Weiyu Zhang, 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition.

Learning lightness from human judgement on relative reflectance

Stella X. Yu, Takuya Narihira, Michael Maire, 2015, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Joint Embedding and Classification for SAR Target Recognition pdf

Stella X. Yu, Patrick Virtue, Jiayun Wang, 2017, ArXiv.

Linear solution to scale and rotation invariant object matching

Stella X. Yu, Hao Jiang, 2009, 2009 IEEE Conference on Computer Vision and Pattern Recognition.

Mooney face classification and prediction by learning across tone

David Whitney, Stella X. Yu, Tsung-Wei Ke, 2017, 2017 IEEE International Conference on Image Processing (ICIP).

Open Compound Domain Adaptation

Stella X. Yu, Dahua Lin, Zhongqi Miao, 2020, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Adversarial Structure Matching for Structured Prediction Tasks

Jianbo Shi, Stella X. Yu, Tsung-Wei Ke, 2019, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Segmentation induced by scale invariance

Stella X. Yu, Stella X. Yu, 2005, 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05).

Concurrent Object Recognition and Segmentation by Graph Partitioning

Ralph Gross, Jianbo Shi, Stella X. Yu, 2002, NIPS.

Improving Generalization via Scalable Neighborhood Component Analysis pdf

Alexei A. Efros, Stella X. Yu, Zhirong Wu, 2018, ECCV.

Learning Non-Lambertian Object Intrinsics Across ShapeNet Categories

Jian Shi, Stella X. Yu, Yue Dong, 2016, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Sur-Real: Frechet Mean and Distance Transform for Complex-Valued Deep Learning

Rudrasis Chakraborty, Stella X. Yu, Jiayun Wang, 2019, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).

Finding dots: Segmentation as popping out regions from boundaries

Stella X. Yu, Elena Bernardis, Stella X. Yu, 2010, 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition.

A convolutional neural network-based screening tool for X-ray serial crystallography

Chao Yang, Nicholas K. Sauter, Stella X. Yu, 2018, Journal of synchrotron radiation.

Angular embedding: From jarring intensity differences to perceived luminance

Stella X. Yu, Stella X. Yu, 2009, 2009 IEEE Conference on Computer Vision and Pattern Recognition.

Unsupervised Deep Basis Pursuit: Learning inverse problems without ground-truth data

Stella X. Yu, Jonathan I. Tamir, Michael Lustig, 2019 .

Feature Transitions with Saccadic Search: Size, Color, and Orientation Are Not Alike

Stella X. Yu, 2010, NIPS.

Segmentation given partial grouping constraints

Jianbo Shi, Stella X. Yu, Stella X. Yu, 2004, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Object detection and segmentation from joint embedding of parts and pixels

Pietro Perona, Stella X. Yu, Michael Maire, 2011, 2011 International Conference on Computer Vision.

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

Stella X. Yu, Ziwei Liu, Xudong Wang, 2020, ArXiv.

Segmentation using multiscale cues

Stella X. Yu, 2004, Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2004. CVPR 2004..

Pop out many small structures from a very large microscopic image

Stella X. Yu, Elena Bernardis, Stella X. Yu, 2011, Medical Image Anal..

Large-Scale Long-Tailed Recognition in an Open World

Stella X. Yu, Zhongqi Miao, Xiaohang Zhan, 2019, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Classification and feature selection with human performance data

Stella X. Yu, Christina Pavlopoulou, 2010, 2010 IEEE International Conference on Image Processing.

Compound Domain Adaptation in an Open World pdf

Stella X. Yu, Dahua Lin, Zhongqi Miao, 2019, ArXiv.

Rapid visual screening of soft-story buildings from street view images using deep learning classification

Kincho H. Law, Stella X. Yu, Qian Yu, 2020, Earthquake Engineering and Engineering Vibration.

Understanding popout through repulsion

Jianbo Shi, Stella X. Yu, Stella X. Yu, 2001, Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition. CVPR 2001.

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

Jianbo Shi, Stella X. Yu, Gedas Bertasius, 2016, 2017 IEEE International Conference on Computer Vision (ICCV).

Inferring spatial layout from a single image via depth-ordered grouping

Jitendra Malik, Stella X. Yu, Hao Zhang, 2008, 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops.

Boundaries as Contours of Optimal Appearance and Area of Support

Stella X. Yu, Christina Pavlopoulou, 2009, EMMCVPR.

Segmentation Subject to Stitching Constraints: Finding Many Small Structures in a Large Image

Stella X. Yu, Elena Bernardis, Stella X. Yu, 2010, MICCAI.

Linear solution to scale and rotation invariant object matching

Stella X. Yu, Hao Jiang, 2009, CVPR.

The perception of symmetry in the moving image: multi-level computational analysis of cinematographic scene structure and its visual reception

Stella X. Yu, Mehul Bhatt, Jakob Suchan, 2016, SAP.

Adaptive Affinity Fields for Semantic Segmentation

Stella X. Yu, Ziwei Liu, Tsung-Wei Ke, 2018, ECCV.

Hierarchical Scene Annotation

Pietro Perona, Stella X. Yu, Michael Maire, 2013, BMVC.

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

Stella X. Yu, Takuya Narihira, Michael Maire, 2015, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Multiclass spectral clustering

Jianbo Shi, Stella X. Yu, Stella X. Yu, 2003, Proceedings Ninth IEEE International Conference on Computer Vision.

Indoor-outdoor classification with human accuracies: Image or edge gist?

Stella X. Yu, Christina Pavlopoulou, 2010, 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Workshops.

Mapping Images to Sentiment Adjective Noun Pairs with Factorized Neural Nets pdf

Trevor Darrell, Stella X. Yu, Damian Borth, 2015, ArXiv.

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

Qian Yu, Chaofeng Wang, Stella X. Yu, 2019, ArXiv.

Image Quality Assessment by Comparing CNN Features between Images

Stella X. Yu, Marius Pedersen, Seyed Ali Amirshahi, 2016 .

Machine learning-based regional scale intelligent modeling of building information for natural hazard risk management

Stella X. Yu, Kincho H. Law, Qian Yu, 2021, Automation in Construction.

Segmentation with Pairwise Attraction and Repulsion

Jianbo Shi, Stella X. Yu, 2001, ICCV.

Learning Beyond Human Expertise with Generative Models for Dental Restorations pdf

Alexei A. Efros, Stella X. Yu, Sergei Azernikov, 2018, ArXiv.

First Person Action-Object Detection with EgoNet pdf

Jianbo Shi, Stella X. Yu, Gedas Bertasius, 2016, Robotics: Science and Systems.

Better than real: Complex-valued neural nets for MRI fingerprinting

Stella X. Yu, Michael Lustig, Patrick Virtue, 2017, 2017 IEEE International Conference on Image Processing (ICIP).

Edge-Preserving Laplacian Pyramid

Stella X. Yu, Stella X. Yu, 2009, ISVC.

Linear Scale and Rotation Invariant Matching

Stella X. Yu, Hao Jiang, David R. Martin, 2011, IEEE Transactions on Pattern Analysis and Machine Intelligence.

An Information-Theoretic Framework for Understanding Saccadic Eye Movements

Tai Sing Lee, Stella X. Yu, Stella X. Yu, 1999, NIPS.

Grouping with Directed Relationships

Jianbo Shi, Stella X. Yu, 2001, EMMCVPR.

Robust Segmentation by Cutting across a Stack of Gamma Transformed Images

Stella X. Yu, Elena Bernardis, 2009, EMMCVPR.

Ground2sky label transfer for fine-grained aerial car recognition

Kate Saenko, Xingchao Peng, Stella X. Yu, 2017, 2017 IEEE International Conference on Image Processing (ICIP).

Image Compression Based on Visual Saliency at Individual Scales

Stella X. Yu, Dimitri A. Lisin, Stella X. Yu, 2009, ISVC.

Reconstructive Sparse Code Transfer for Contour Detection and Semantic Labeling

Pietro Perona, Stella X. Yu, Michael Maire, 2014, ACCV.

Angular embedding: From jarring intensity differences to perceived luminance

Stella X. Yu, 2009, CVPR.

A Unifying View of Contour Length Bias Correction

Stella X. Yu, Christina Pavlopoulou, Stella X. Yu, 2009, ISVC.

Progressive Multigrid Eigensolvers for Multiscale Spectral Segmentation

Stella X. Yu, Michael Maire, Stella X. Yu, 2013, 2013 IEEE International Conference on Computer Vision.

Am I a Baller? Basketball Skill Assessment using First-Person Cameras pdf

Jianbo Shi, Stella X. Yu, Gedas Bertasius, 2016, ArXiv.

SegSort: Segmentation by Discriminative Sorting of Segments

Stella X. Yu, Liang-Chieh Chen, Maxwell D. Collins, 2019, 2019 IEEE/CVF International Conference on Computer Vision (ICCV).

Unsupervised Feature Learning via Non-parametric Instance Discrimination

Stella X. Yu, Dahua Lin, Yuanjun Xiong, 2018, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition.

Stella X. Yu, Seyed Ali Amirshahi, 2018, 2018 Colour and Visual Computing Symposium (CVCS).

What do V1 neurons tell us about saccadic suppression?

Tai Sing Lee, Stella X. Yu, Stella X. Yu, 2000, Neurocomputing.

Neural Multigrid pdf

Stella X. Yu, Michael Maire, Tsung-Wei Ke, 2016, ArXiv.

Semantic Analysis of (Reflectional) Visual Symmetry: A Human-Centred Computational Model for Declarative Explainability pdf

Stella X. Yu, Mehul Bhatt, Srikrishna Varadarajan, 2018, ArXiv.

Constrained Structured Regression with Convolutional Neural Networks pdf

Trevor Darrell, Stella X. Yu, Deepak Pathak, 2015, ArXiv.

Computational models of perceptual organization

Tai Sing Lee, Jianbo Shi, Stella X. Yu, 2003 .

Grouping with Bias

Jianbo Shi, Stella X. Yu, Stella X. Yu, 2001, NIPS.

Convolutional Random Walk Networks for Semantic Image Segmentation

Jianbo Shi, Stella X. Yu, Gedas Bertasius, 2016, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Fine-to-coarse knowledge transfer for low-res image classification

Kate Saenko, Xingchao Peng, Stella X. Yu, 2016, 2016 IEEE International Conference on Image Processing (ICIP).

Object Segmentation

Stella X. Yu, Stella X. Yu, 2014, Computer Vision, A Reference Guide.

Successive Embedding and Classification Loss for Aerial Image Classification

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

Visualizing Material Quality and Similarity of mc-Si Wafers Learned by Convolutional Regression Networks

Stella X. Yu, Patrick Virtue, Stefan Rein, 2019, IEEE Journal of Photovoltaics.

Exploiting Visual-Spatial First-Person Co-Occurrence for Action-Object Detection without Labels pdf

Jianbo Shi, Stella X. Yu, Gedas Bertasius, 2016, ArXiv.

Adversarial Structure Matching Loss for Image Segmentation pdf

Jianbo Shi, Stella X. Yu, Tsung-Wei Ke, 2018, ArXiv.

Unsupervised Learning of Important Objects from First-Person Videos

Jianbo Shi, Stella X. Yu, Gedas Bertasius, 2016, 2017 IEEE International Conference on Computer Vision (ICCV).