Liefeng Bo

Fuxin Li

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

ScratchDet: Training Single-Shot Object Detectors From Scratch.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Spatiotemporal CNN for Video Object Segmentation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Deep Dynamic Fusion Network for Traffic Accident Forecasting.

[BibT_eX]

[DOI]

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

2018

ScratchDet: Exploring to Train Single-Shot Object Detectors from Scratch.

[BibT_eX]

[DOI]

CoRR, 2018

2014

Learning hierarchical sparse features for RGB-(D) object recognition.

[BibT_eX]

[DOI]

Int. J. Robotics Res., 2014

Learning to identify new objects.

[BibT_eX]

[DOI]

Yuyin Sun

Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 2014

Hierarchical sparse coded surface models.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 2014

ST-HMP: Unsupervised Spatio-Temporal feature learning for tactile data.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 2014

Unsupervised feature learning for 3D scene labeling.

[BibT_eX]

[DOI]

Kevin Lai

Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 2014

Learning from Unscripted Deictic Gesture and Language for Human-Robot Interactions.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013

RGB-D Object Recognition: Features, Algorithms, and a Large Scale Benchmark.

[BibT_eX]

[DOI]

Proceedings of the Consumer Depth Cameras for Computer Vision, 2013

Attribute based object identification.

[BibT_eX]

[DOI]

Yuyin Sun

Proceedings of the 2013 IEEE International Conference on Robotics and Automation, 2013

Multipath Sparse Coding Using Hierarchical Matching Pursuit.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Compact RGBD Surface Models Based on Sparse Coding.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

2012

Unsupervised Template Learning for Fine-Grained Object Recognition.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

Discriminatively Trained Sparse Code Gradients for Contour Detection.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

Unsupervised Feature Learning for RGB-D Based Object Recognition.

[BibT_eX]

[DOI]

Proceedings of the Experimental Robotics, 2012

Detection-based object labeling in 3D scenes.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Robotics and Automation, 2012

A Joint Model of Language and Perception for Grounded Attribute Learning.

[BibT_eX]

[DOI]

Proceedings of the 29th International Conference on Machine Learning, 2012

RGB-(D) scene labeling: Features and algorithms.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

SensorSift: balancing sensor data privacy and utility in automated face understanding.

[BibT_eX]

[DOI]

Proceedings of the 28th Annual Computer Security Applications Conference, 2012

2011

Hierarchical Matching Pursuit for Image Classification: Architecture and Fast Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011

Depth kernel descriptors for object recognition.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2011

Gambit: An autonomous chess-playing robotic system.

[BibT_eX]

[DOI]

Cynthia Matuszek

Brian Mayton

Roberto Aimi

Marc Peter Deisenroth

Proceedings of the IEEE International Conference on Robotics and Automation, 2011

Sparse distance learning for object recognition combining RGB and depth information.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Robotics and Automation, 2011

A large-scale hierarchical multi-view RGB-D object dataset.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Robotics and Automation, 2011

Object recognition with hierarchical kernel descriptors.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Toward Robust Material Recognition for Everyday Objects.

[BibT_eX]

[DOI]

Diane Hu

Proceedings of the British Machine Vision Conference, 2011

A Scalable Tree-Based Approach for Joint Object and Pose Recognition.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011

Feature-Based Pose Estimation.

[BibT_eX]

[DOI]

Catalin Ionescu

Atul Kanaujia

Proceedings of the Visual Analysis of Humans - Looking at People., 2011

2010

Twin Gaussian Processes for Structured Prediction.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2010

Kernel Descriptors for Visual Recognition.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010

2009

Supervised Spectral Latent Variable Models.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics, 2009

Adaptive spherical Gaussian kernel in sparse Bayesian learning framework for nonlinear regression.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2009

Conditional Neural Fields.

[BibT_eX]

[DOI]

Jian Peng

Jinbo Xu

Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009

Efficient Match Kernel between Sets of Features for Visual Recognition.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009

Structural SVM for visual localization and continuous state estimation.

[BibT_eX]

[DOI]

Catalin Ionescu

Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Selection and context for action recognition.

[BibT_eX]

[DOI]

Dong Han

Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Structured output-associative regression.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

2008

Training Hard-Margin Support Vector Machines Using Greedy Stagewise Algorithm.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2008

Spectral Clustering Ensemble Applied to SAR Image Segmentation.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2008

Multiobjective Immune Algorithm with Nondominated Neighbor-Based Selection.

[BibT_eX]

[DOI]

Evol. Comput., 2008

Greedy Block Coordinate Descent for Large Scale Gaussian Process Regression.

[BibT_eX]

[DOI]

Proceedings of the UAI 2008, 2008

Fast algorithms for large scale conditional 3D prediction.

[BibT_eX]

[DOI]

Atul Kanaujia

Dimitris N. Metaxas

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007

Fast Sparse Approximation for Least Squares Support Vector Machine.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2007

Working Set Selection Using Functional Gain for LS-SVM.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2007

Recursive Finite Newton Algorithm for Support Vector Regression in the Primal.

[BibT_eX]

[DOI]

Neural Comput., 2007

Density-Sensitive Evolutionary Clustering.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2007

Selecting a Reduced Set for Building Sparse Support Vector Regression in the Primal.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2007

2006

Feature Scaling for Kernel Fisher Discriminant Analysis Using Leave-One-Out Cross Validation.

[BibT_eX]

[DOI]

Neural Comput., 2006

A Modified K-Means Clustering with a Density-Sensitive Distance Metric.

[BibT_eX]

[DOI]

Proceedings of the Rough Sets and Knowledge Technology, First International Conference, 2006

Sparse Kernel Ridge Regression Using Backward Deletion.

[BibT_eX]

[DOI]

Proceedings of the PRICAI 2006: Trends in Artificial Intelligence, 2006

Sparse Gaussian Processes Using Backward Elimination.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006

Kernel Uncorrelated Discriminant Analysis for Radar Target Recognition.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing, 13th International Conference, 2006

2005

Training Support Vector Machines Using Greedy Stagewise Algorithm.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2005

Multiple Parameter Selection for LS-SVM Using Smooth Leave-One-Out Error.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30, 2005

Training Multi-layer Perceptrons Using MiniMin Approach.

[BibT_eX]

[DOI]

Proceedings of the Computational Intelligence and Security, International Conference, 2005

2004

Sparse Bayesian Learning Based on an Efficient Subset Selection.

[BibT_eX]

[DOI]