Xiantong Zhen

Marcel Worring

Mohammad Mahdi Derakhshani

Proceedings of the Information Processing in Medical Imaging, 2021

A Bit More Bayesian: Domain-Invariant Learning with Uncertainty.

[BibT_eX]

[DOI]

Proceedings of the 38th International Conference on Machine Learning, 2021

Kernel Continual Learning.

[BibT_eX]

[DOI]

Cees Snoek

Proceedings of the 38th International Conference on Machine Learning, 2021

MetaNorm: Learning to Normalize Few-Shot Batches Across Domains.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Learning Representations, 2021

Seminar Learning for Click-Level Weakly Supervised Semantic Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Meta-Learning with Variational Semantic Memory for Word Sense Disambiguation.

[BibT_eX]

[DOI]

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

The Structure Transfer Machine Theory and Applications.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Conditional Variational Image Deraining.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Calibrated Multivariate Regression Networks.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2020

Heterogenous output regression network for direct face alignment.

[BibT_eX]

[DOI]

Pattern Recognit., 2020

Model-Agnostic Metric for Zero-Shot Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Variational Image Deraining.

[BibT_eX]

[DOI]

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Learning to Learn Variational Semantic Memory.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Few-Shot Ensemble Learning for Video Classification with SlowFast Memory Networks.

[BibT_eX]

[DOI]

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Transductive Relation-Propagation Network for Few-shot Learning.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Learning to Learn Kernels with Variational Random Features.

[BibT_eX]

[DOI]

Proceedings of the 37th International Conference on Machine Learning, 2020

You Only Need The Image: Unsupervised Few-Shot Semantic Segmentation With Co-Guidance Network.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2020

Few-Shot Semantic Segmentation with Democratic Attention Networks.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

Learning to Learn with Variational Information Bottleneck for Domain Generalization.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

2019

Deep Ensemble Machine for Video Classification.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2019

Learning Match Kernels on Grassmann Manifolds for Action Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2019

Gaussian Transfer Convolutional Neural Networks.

[BibT_eX]

[DOI]

IEEE Trans. Emerg. Top. Comput. Intell., 2019

Glance and Stare: Trapping Flying Birds in Aerial Videos by Adaptive Deep Spatio-Temporal Features.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2019

Long-Short-Term Features for Dynamic Scene Classification.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2019

Attentional Information Fusion Networks for Cross-Scene Power Line Detection.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2019

Graph Neural Based End-to-end Data Association Framework for Online Multiple-Object Tracking.

[BibT_eX]

[DOI]

CoRR, 2019

Crowd Counting and Density Estimation by Trellis Encoder-Decoder Network.

[BibT_eX]

[DOI]

CoRR, 2019

Cosine Activation in Compact Network (CACN): Application to Scene Classification.

[BibT_eX]

[DOI]

IEEE Access, 2019

Starts Better and Ends Better: A Target Adaptive Image Signature Tracker.

[BibT_eX]

[DOI]

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

Multi-Scale Aggregation Network for Direct Face Alignment.

[BibT_eX]

[DOI]

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

Model-Free Tracking With Deep Appearance and Motion Features Integration.

[BibT_eX]

[DOI]

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

Learning the Set Graphs: Image-Set Classification Using Sparse Graph Convolutional Networks.

[BibT_eX]

[DOI]

Haoliang Sun

Yilong Yin

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Two-Stream Multi-Task Network for Fashion Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Attentional Neural Fields for Crowd Counting.

[BibT_eX]

[DOI]

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

Relational Attention Network for Crowd Counting.

[BibT_eX]

[DOI]

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

Crowd Counting and Density Estimation by Trellis Encoder-Decoder Networks.

[BibT_eX]

[DOI]

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

Attentive Temporal Pyramid Network for Dynamic Scene Classification.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Multitarget Sparse Latent Regression.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2018

Multi-Stream Convolutional Neural Network for SAR Automatic Target Recognition.

[BibT_eX]

[DOI]

Remote. Sens., 2018

Multi-Target Regression via Robust Low-Rank Learning.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2018

Cognitive Assessment Prediction in Alzheimer's Disease by Multi-Layer Multi-Target Regression.

[BibT_eX]

[DOI]

Neuroinformatics, 2018

Deep appearance and motion learning for egocentric activity recognition.

[BibT_eX]

[DOI]

Neurocomputing, 2018

The Structure Transfer Machine Theory and Applications.

[BibT_eX]

[DOI]

CoRR, 2018

Spatial Ensemble Kernel Learning for Scene Classification.

[BibT_eX]

[DOI]

Qiujing Zhang

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Direct Shape Regression Networks for End-to-End Face Alignment.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Attentional Alignment Networks.

[BibT_eX]

[DOI]

Proceedings of the British Machine Vision Conference 2018, 2018

In Defense of Single-column Networks for Crowd Counting.

[BibT_eX]

[DOI]

Proceedings of the British Machine Vision Conference 2018, 2018

Deep Collaborative Tracking Networks.

[BibT_eX]

[DOI]

Proceedings of the British Machine Vision Conference 2018, 2018

2017

Descriptor Learning via Supervised Manifold Regularization for Multioutput Regression.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2017

Supervised Local Descriptor Learning for Human Action Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2017

Real-time visual tracking based on improved perceptual hashing.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2017

Direct and simultaneous estimation of cardiac four chamber volumes by multioutput sparse regression.

[BibT_eX]

[DOI]

Medical Image Anal., 2017

Direct Estimation of Spinal Cobb Angles by Structured Multi-output Regression.

[BibT_eX]

[DOI]

Proceedings of the Information Processing in Medical Imaging, 2017

Learning discriminant grassmann kernels for image-set classification.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Realistic human action recognition: When CNNS meet LDS.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Learning Deep Match Kernels for Image-Set Classification.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016

Local Feature Discriminant Projection.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2016

Multi-scale deep networks and regression forests for direct bi-ventricular volume estimation.

[BibT_eX]

[DOI]

Medical Image Anal., 2016

Handcrafted vs. learned representations for human action recognition.

[BibT_eX]

[DOI]

Image Vis. Comput., 2016

Action recognition via spatio-temporal local features: A comprehensive study.

[BibT_eX]

[DOI]

Image Vis. Comput., 2016

Spatial and temporal scoring for egocentric video summarization.

[BibT_eX]

[DOI]

Neurocomputing, 2016

Multi-task Shape Regression for Medical Image Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Towards optimal vlad for human action recognition from still images.

[BibT_eX]

[DOI]

Jiqing Han

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Realistic human action recognition: When deep learning meets VLAD.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015

Correction to "Regression Segmentation for M<sup>3</sup> Spinal Images".

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2015

Regression Segmentation for M<sup>3</sup> Spinal Images.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2015

Towards Direct Medical Image Analysis without Segmentation.

[BibT_eX]

[DOI]

Shuo Li

CoRR, 2015

Direct volume estimation without segmentation.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2015: Image Processing, 2015

Direct and Simultaneous Four-Chamber Volume Estimation by Multi-Output Regression.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

Dimensionality reduction by supervised locality analysis.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Supervised descriptor learning for multi-output regression.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014

Learning Object-to-Class Kernels for Scene Classification.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2014

Spatio-Temporal Laplacian Pyramid Coding for Action Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2014

Robust point pattern matching based on spectral context.

[BibT_eX]

[DOI]

Jun Tang

Pattern Recognit., 2014

Action recognition by spatio-temporal oriented energies.

[BibT_eX]

[DOI]

Xuelong Li

Inf. Sci., 2014

Direct Estimation of Cardiac Bi-ventricular Volumes with Regression Forests.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

A Performance Evaluation on Action Recognition with Local Features.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Learning semantic kernels for scene classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

Discriminative Embedding via Image-to-Class Distances.

[BibT_eX]

[DOI]

Feng Zheng

Proceedings of the British Machine Vision Conference, 2014

2013

Feature extraction and representation for human action recognition.

[BibT_eX]

[DOI]

PhD thesis, 2013

Learning Discriminative Key Poses for Action Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2013

Embedding Motion and Structure Features for Action Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2013

A local descriptor based on Laplacian pyramid coding for action recognition.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2013

Combining appearance and structural features for human action recognition.

[BibT_eX]

[DOI]

Neurocomputing, 2013

Discriminative high-level representations for scene classification.

[BibT_eX]

[DOI]

Shouzhi Xie

Proceedings of the IEEE International Conference on Image Processing, 2013

Recognizing actions via sparse coding on structure projection.

[BibT_eX]

[DOI]

Tao Wang

Proceedings of the IEEE International Conference on Image Processing, 2013

Towards optimal object bank for scene classification.

[BibT_eX]

[DOI]

Shouzhi Xie

Proceedings of the IEEE International Conference on Acoustics, 2013

Spatio-temporal steerable pyramid for human action recognition.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2013

Human Action Retrieval via efficient feature matching.

[BibT_eX]

[DOI]

Jun Tang

Proceedings of the 10th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2013

2012

High order co-occurrence of visualwords for action recognition.

[BibT_eX]

[DOI]