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Tensor Representations for Action Recognition

Dec 29, 2020
Piotr Koniusz, Lei Wang, Anoop Cherian

* Published with TPAMI, 2020. arXiv admin note: substantial text overlap with arXiv:1604.00239, as this is a journal extension of arXiv:1604.00239 

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Power Normalizations in Fine-grained Image, Few-shot Image and Graph Classification

Dec 27, 2020
Piotr Koniusz, Hongguang Zhang

* Accepted by TPAMI, July 2020 

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A Token-wise CNN-based Method for Sentence Compression

Sep 23, 2020
Weiwei Hou, Hanna Suominen, Piotr Koniusz, Sabrina Caldwell, Tom Gedeon


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Relation Embedding for Personalised POI Recommendation

Feb 19, 2020
Xianjing Wang, Flora D. Salim, Yongli Ren, Piotr Koniusz

* 12 pages, 3 figures, Accepted in the 24th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2020) 

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6DoF Object Pose Estimation via Differentiable Proxy Voting Loss

Feb 10, 2020
Xin Yu, Zheyu Zhuang, Piotr Koniusz, Hongdong Li


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Hallucinating Statistical Moment and Subspace Descriptors from Object and Saliency Detectors for Action Recognition

Jan 14, 2020
Lei Wang, Piotr Koniusz


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Rethinking Class Relations: Absolute-relative Few-shot Learning

Jan 12, 2020
Hongguang Zhang, Philip H. S. Torr, Hongdong Li, Songlei Jian, Piotr Koniusz


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Few-shot Action Recognition via Improved Attention with Self-supervision

Jan 12, 2020
Hongguang Zhang, Li Zhang, Xiaojuan Qi, Hongdong Li, Philip H. S. Torr, Piotr Koniusz


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Few-shot Learning with Multi-scale Self-supervision

Jan 06, 2020
Hongguang Zhang, Philip H. S. Torr, Piotr Koniusz


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COLTRANE: ConvolutiOnaL TRAjectory NEtwork for Deep Map Inference

Sep 24, 2019
Arian Prabowo, Piotr Koniusz, Wei Shao, Flora D. Salim

* BuildSys 2019 
* BuildSys 2019 

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A Comparative Review of Recent Kinect-based Action Recognition Algorithms

Jun 24, 2019
Lei Wang, Du Q. Huynh, Piotr Koniusz

* Accepted by the IEEE Transactions on Image Processing 

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Hallucinating Bag-of-Words and Fisher Vector IDT terms for CNN-based Action Recognition

Jun 13, 2019
Lei Wang, Piotr Koniusz, Du Q. Huynh

* First two authors contributed equally 

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Recovering Faces from Portraits with Auxiliary Facial Attributes

Apr 07, 2019
Fatemeh Shiri, Xin Yu, Fatih Porikli, Richard Hartley, Piotr Koniusz

* 2019 IEEE Winter Conference on Applications of Computer Vision (WACV) 

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Identity-preserving Face Recovery from Stylized Portraits

Apr 07, 2019
Fatemeh Shiri, Xin Yu, Fatih Porikli, Richard Hartley, Piotr Koniusz

* International Journal of Computer Vision 2019. arXiv admin note: substantial text overlap with arXiv:1801.02279 

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Few-Shot Learning via Saliency-guided Hallucination of Samples

Apr 06, 2019
Hongguang Zhang, Jing Zhang, Piotr Koniusz

* IEEE Conference on Computer Vision and Pattern Recognition 2019 

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Deep Stacked Hierarchical Multi-patch Network for Image Deblurring

Apr 06, 2019
Hongguang Zhang, Yuchao Dai, Hongdong Li, Piotr Koniusz

* IEEE Conference on Computer Vision and Pattern Recognition 2019 

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Fisher-Bures Adversary Graph Convolutional Networks

Mar 11, 2019
Ke Sun, Piotr Koniusz, Jeff Wang


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Power Normalizing Second-order Similarity Network for Few-shot Learning

Nov 10, 2018
Hongguang Zhang, Piotr Koniusz


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Model Selection for Generalized Zero-shot Learning

Nov 08, 2018
Hongguang Zhang, Piotr Koniusz


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Second-order Democratic Aggregation

Aug 22, 2018
Tsung-Yu Lin, Subhransu Maji, Piotr Koniusz


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A Deeper Look at Power Normalizations

Jun 24, 2018
Piotr Koniusz, Hongguang Zhang, Fatih Porikli

* IEEE Conference on Computer Vision and Pattern Recognition, 2018 

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Artwork Identification from Wearable Camera Images for Enhancing Experience of Museum Audiences

Jun 24, 2018
Rui Zhang, Yusuf Tas, Piotr Koniusz

* Museums and the Web, 2017 

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CNN-based Action Recognition and Supervised Domain Adaptation on 3D Body Skeletons via Kernel Feature Maps

Jun 24, 2018
Yusuf Tas, Piotr Koniusz


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Zero-Shot Kernel Learning

Jun 24, 2018
Hongguang Zhang, Piotr Koniusz

* IEEE Conference on Computer Vision and Pattern Recognition 2018 

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Identity-preserving Face Recovery from Portraits

Feb 05, 2018
Fatemeh Shiri, Xin Yu, Fatih Porikli, Richard Hartley, Piotr Koniusz


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Face Destylization

Feb 05, 2018
Fatemeh Shiri, Xin Yu, Fatih Porikli, Piotr Koniusz


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Museum Exhibit Identification Challenge for Domain Adaptation and Beyond

Feb 04, 2018
Piotr Koniusz, Yusuf Tas, Hongguang Zhang, Mehrtash Harandi, Fatih Porikli, Rui Zhang


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Domain Adaptation by Mixture of Alignments of Second- or Higher-Order Scatter Tensors

Apr 11, 2017
Piotr Koniusz, Yusuf Tas, Fatih Porikli

* CVPR'17 

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Higher-order Pooling of CNN Features via Kernel Linearization for Action Recognition

Jan 19, 2017
Anoop Cherian, Piotr Koniusz, Stephen Gould

* 9 pages 

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