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Rethinking Spatiotemporal Feature Learning: Speed-Accuracy Trade-offs in Video Classification

Computer Vision – ECCV 2018, p.318-335

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Aggregated Residual Transformations for Deep Neural Networks

2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017, p.5987-5995

2017

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Similarity network fusion for aggregating data types on a genomic scale

Nature methods, 2014-03, Vol.11 (3), p.333

2014

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Deeply Supervised Salient Object Detection with Short Connections

2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017, p.5300-5309

2017

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Auto-context and its application to high-level vision tasks

2008 IEEE Conference on Computer Vision and Pattern Recognition, 2008, p.1-8

Zhuowen Tu

2008

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Regularized vector field learning with sparse approximation for mismatch removal

Pattern recognition, 2013-12, Vol.46 (12), p.3519-3532

2013

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Detecting texts of arbitrary orientations in natural images

2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012, p.1083-1090

2012

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Holistically-Nested Edge Detection

International journal of computer vision, 2017-12, Vol.125 (1-3), p.3-18

2017

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Weakly supervised histopathology cancer image segmentation and classification

Medical image analysis, 2014-04, Vol.18 (3), p.591-604

2014

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Harvesting Mid-level Visual Concepts from Large-Scale Internet Images

2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013, p.851-858

2013

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Learning Generative Models via Discriminative Approaches

2007 IEEE Conference on Computer Vision and Pattern Recognition, 2007, p.1-8

Zhuowen Tu

2007

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Volltext

Robust Estimation of Nonrigid Transformation for Point Set Registration

2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013, p.2147-2154

2013

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HFS: Hierarchical Feature Selection for Efficient Image Segmentation

Computer Vision – ECCV 2016, p.867-882

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Automated hippocampal shape analysis predicts the onset of dementia in mild cognitive impairment

NeuroImage (Orlando, Fla.), 2011-05, Vol.56 (1), p.212-219

2011

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Image Parsing: Unifying Segmentation, Detection, and Recognition

International journal of computer vision, 2005-07, Vol.63 (2), p.113-140

2005

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MILCut: A Sweeping Line Multiple Instance Learning Paradigm for Interactive Image Segmentation

2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014, p.256-263

2014

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Unsupervised metric fusion by cross diffusion

2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012, p.2997-3004

2012

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Automated 3D mapping of hippocampal atrophy and its clinical correlates in 400 subjects with Alzheimer's disease, mild cognitive impairment, and elderly controls

Human brain mapping, 2009-09, Vol.30 (9), p.2766-2788

2009

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Supervised Learning of Edges and Object Boundaries

2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'06), 2006, Vol.2, p.1964-1971

2006

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Affinity learning via self-diffusion for image segmentation and clustering

2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012, p.2312-2319

2012

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Rotation-invariant features for multi-oriented text detection in natural images

PloS one, 2013-08, Vol.8 (8), p.e70173-e70173

2013

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Feature Mining for Image Classification

2007 IEEE Conference on Computer Vision and Pattern Recognition, 2007, p.1-8

2007

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Multiple clustered instance learning for histopathology cancer image classification, segmentation and clustering

2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012, p.964-971

2012

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Detecting object boundaries using low-, mid-, and high-level information

Computer vision and image understanding, 2010-10, Vol.114 (10), p.1055-1067

2010

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Scalable k-NN graph construction for visual descriptors

2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012, p.1106-1113

2012

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Rethinking Spatiotemporal Feature Learning: Speed-Accuracy Trade-offs in Video Classification

Aggregated Residual Transformations for Deep Neural Networks

Similarity network fusion for aggregating data types on a genomic scale

Deeply Supervised Salient Object Detection with Short Connections

Auto-context and its application to high-level vision tasks

Regularized vector field learning with sparse approximation for mismatch removal

Detecting texts of arbitrary orientations in natural images

Holistically-Nested Edge Detection

Weakly supervised histopathology cancer image segmentation and classification

Harvesting Mid-level Visual Concepts from Large-Scale Internet Images

Learning Generative Models via Discriminative Approaches

Robust Estimation of Nonrigid Transformation for Point Set Registration

HFS: Hierarchical Feature Selection for Efficient Image Segmentation

Automated hippocampal shape analysis predicts the onset of dementia in mild cognitive impairment

Image Parsing: Unifying Segmentation, Detection, and Recognition

MILCut: A Sweeping Line Multiple Instance Learning Paradigm for Interactive Image Segmentation

Unsupervised metric fusion by cross diffusion

Automated 3D mapping of hippocampal atrophy and its clinical correlates in 400 subjects with Alzheimer's disease, mild cognitive impairment, and elderly controls

Supervised Learning of Edges and Object Boundaries

Affinity learning via self-diffusion for image segmentation and clustering

Rotation-invariant features for multi-oriented text detection in natural images

Feature Mining for Image Classification

Multiple clustered instance learning for histopathology cancer image classification, segmentation and clustering

Detecting object boundaries using low-, mid-, and high-level information

Scalable k-NN graph construction for visual descriptors

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