Kaiming He

According to our database1, Kaiming He authored at least 48 papers between 2009 and 2018.

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Bibliography

2018
GLoMo: Unsupervised Learning of Transferable Relational Graphs.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Group Normalization.
Proceedings of the Computer Vision - ECCV 2018, 2018

Exploring the Limits of Weakly Supervised Pretraining.
Proceedings of the Computer Vision - ECCV 2018, 2018

Data Distillation: Towards Omni-Supervised Learning.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Learning to Segment Every Thing.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Detecting and Recognizing Human-Object Interactions.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Non-Local Neural Networks.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017
Object Detection Networks on Convolutional Feature Maps.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

Focal Loss for Dense Object Detection.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Mask R-CNN.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Transitive Invariance for Self-Supervised Visual Representation Learning.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Aggregated Residual Transformations for Deep Neural Networks.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Feature Pyramid Networks for Object Detection.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016
Accelerating Very Deep Convolutional Networks for Classification and Detection.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

Image Super-Resolution Using Deep Convolutional Networks.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

R-FCN: Object Detection via Region-based Fully Convolutional Networks.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Is Faster R-CNN Doing Well for Pedestrian Detection?
Proceedings of the Computer Vision - ECCV 2016, 2016

Identity Mappings in Deep Residual Networks.
Proceedings of the Computer Vision - ECCV 2016, 2016

Instance-Sensitive Fully Convolutional Networks.
Proceedings of the Computer Vision - ECCV 2016, 2016

ScribbleSup: Scribble-Supervised Convolutional Networks for Semantic Segmentation.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Deep Residual Learning for Image Recognition.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Instance-Aware Semantic Segmentation via Multi-task Network Cascades.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks.
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

BoxSup: Exploiting Bounding Boxes to Supervise Convolutional Networks for Semantic Segmentation.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Efficient and accurate approximations of nonlinear convolutional networks.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Sparse projections for high-dimensional binary codes.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

A geodesic-preserving method for image warping.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Convolutional neural networks at constrained time cost.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Convolutional feature masking for joint object and stuff segmentation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014
Image Completion Approaches Using the Statistics of Similar Patches.
IEEE Trans. Pattern Anal. Mach. Intell., 2014

Optimized Product Quantization.
IEEE Trans. Pattern Anal. Mach. Intell., 2014

Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition.
Proceedings of the Computer Vision - ECCV 2014, 2014

Graph Cuts for Supervised Binary Coding.
Proceedings of the Computer Vision - ECCV 2014, 2014

Learning a Deep Convolutional Network for Image Super-Resolution.
Proceedings of the Computer Vision - ECCV 2014, 2014

Product Sparse Coding.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013
Rectangling panoramic images via warping.
ACM Trans. Graph., 2013

Joint Inverted Indexing.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Constant Time Weighted Median Filtering for Stereo Matching and Beyond.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Content-Aware Rotation.
Proceedings of the IEEE International Conference on Computer Vision, 2013

K-Means Hashing: An Affinity-Preserving Quantization Method for Learning Binary Compact Codes.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Optimized Product Quantization for Approximate Nearest Neighbor Search.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012
Statistics of Patch Offsets for Image Completion.
Proceedings of the Computer Vision - ECCV 2012, 2012

Computing nearest-neighbor fields via Propagation-Assisted KD-Trees.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

2011
A global sampling method for alpha matting.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010
Guided Image Filtering.
Proceedings of the Computer Vision, 2010

Fast matting using large kernel matting Laplacian matrices.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009
Single image haze removal using dark channel prior.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009


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