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Invertible Attention


Jun 27, 2021
Jiajun Zha, Yiran Zhong, Jing Zhang, Richard Hartley, Liang Zheng

* 19 pages. The code is available at https://github.com/Schwartz-Zha/InvertibleAttention 

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One Ring to Rule Them All: a simple solution to multi-view 3D-Reconstruction of shapes with unknown BRDF via a small Recurrent ResNet


Apr 11, 2021
Ziang Cheng, Hongdong Li, Richard Hartley, Yinqiang Zheng, Imari Sato


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Learning to Estimate Hidden Motions with Global Motion Aggregation


Apr 06, 2021
Shihao Jiang, Dylan Campbell, Yao Lu, Hongdong Li, Richard Hartley


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Learning Optical Flow from a Few Matches


Apr 05, 2021
Shihao Jiang, Yao Lu, Hongdong Li, Richard Hartley

* Accepted to CVPR 2021 

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Few-shot Weakly-Supervised Object Detection via Directional Statistics


Mar 25, 2021
Amirreza Shaban, Amir Rahimi, Thalaiyasingam Ajanthan, Byron Boots, Richard Hartley


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Uncertainty-Aware Deep Calibrated Salient Object Detection


Dec 10, 2020
Jing Zhang, Yuchao Dai, Xin Yu, Mehrtash Harandi, Nick Barnes, Richard Hartley

* Completed in 2019 

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Dual Pixel Exploration: Simultaneous Depth Estimation and Image Restoration


Dec 01, 2020
Liyuan Pan, Shah Chowdhury, Richard Hartley, Miaomiao Liu, Hongguang Zhang, Hongdong Li


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RANP: Resource Aware Neuron Pruning at Initialization for 3D CNNs


Oct 25, 2020
Zhiwei Xu, Thalaiyasingam Ajanthan, Vibhav Vineet, Richard Hartley

* International Conference on 3D Vision (3DV), 2020 (Oral) 

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Deep Learning Superpixel Semantic Segmentation with Transparent Initialization and Sparse Encoder


Oct 09, 2020
Zhiwei Xu, Thalaiyasingam Ajanthan, Richard Hartley


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Post-hoc Calibration of Neural Networks


Jun 23, 2020
Amir Rahimi, Kartik Gupta, Thalaiyasingam Ajanthan, Thomas Mensink, Cristian Sminchisescu, Richard Hartley


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Calibration of Neural Networks using Splines


Jun 23, 2020
Kartik Gupta, Amir Rahimi, Thalaiyasingam Ajanthan, Thomas Mensink, Cristian Sminchisescu, Richard Hartley


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Single Image Optical Flow Estimation with an Event Camera


Apr 01, 2020
Liyuan Pan, Miaomiao Liu, Richard Hartley

* CVPR2020 

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In Defense of Graph Inference Algorithms for Weakly Supervised Object Localization


Mar 18, 2020
Amir Rahimi, Amirreza Shaban, Thalaiyasingam Ajanthan, Richard Hartley, Byron Boots

* 22 pages, 7 figures 

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Intra Order-preserving Functions for Calibration of Multi-Class Neural Networks


Mar 15, 2020
Amir Rahimi, Amirreza Shaban, Ching-An Cheng, Byron Boots, Richard Hartley

* 17 pages, 5 figures 

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Joint Unsupervised Learning of Optical Flow and Egomotion with Bi-Level Optimization


Feb 26, 2020
Shihao Jiang, Dylan Campbell, Miaomiao Liu, Stephen Gould, Richard Hartley


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Action Anticipation with RBF Kernelized Feature Mapping RNN


Nov 19, 2019
Yuge Shi, Basura Fernando, Richard Hartley

* Accepted for publication in ECCV2018 

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Action Anticipation with RBF KernelizedFeature Mapping RNN


Nov 18, 2019
Yuge Shi, Basura Fernando, Richard Hartley

* Accepted for publication in ECCV2018 

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Fast and Differentiable Message Passing for Stereo Vision


Nov 04, 2019
Zhiwei Xu, Thalaiyasingam Ajanthan, Richard Hartley

* 23 pages, 21 figures, 7 tables 

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Mirror Descent View for Neural Network Quantization


Oct 18, 2019
Thalaiyasingam Ajanthan, Kartik Gupta, Philip H. S. Torr, Richard Hartley, Puneet K. Dokania


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CullNet: Calibrated and Pose Aware Confidence Scores for Object Pose Estimation


Sep 30, 2019
Kartik Gupta, Lars Petersson, Richard Hartley

* ICCV Workshop on Recovering 6D Object Pose, 2019 

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Exploiting Geometric Constraints on Dense Trajectories for Motion Saliency


Sep 29, 2019
Muhammad Faisal, Ijaz Akhter, Mohsen Ali, Richard Hartley

* Accepted in IEEE Winter Conference on Applications of Computer Vision(WACV-2020) 

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Deep Declarative Networks: A New Hope


Sep 11, 2019
Stephen Gould, Richard Hartley, Dylan Campbell


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Learning to Find Common Objects Across Image Collections


Apr 29, 2019
Amirreza Shaban, Amir Rahimi, Stephen Gould, Byron Boots, Richard Hartley


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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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Bringing Blurry Alive at High Frame-Rate with an Event Camera


Mar 12, 2019
Liyuan Pan, Richard Hartley, Cedric Scheerlinck, Miaomiao Liu, Xin Yu, Yuchao Dai

* Extension of our CVPR2019 (Oral) paper; arXiv admin note: text overlap with arXiv:1811.10180 

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Super-Trajectories: A Compact Yet Rich Video Representation


Jan 22, 2019
Ijaz Akhter, Cheong Loong Fah, Richard Hartley


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