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Keeping Your Eye on the Ball: Trajectory Attention in Video Transformers


Jun 09, 2021
Mandela Patrick, Dylan Campbell, Yuki M. Asano, Ishan Misra Florian Metze, Christoph Feichtenhofer, Andrea Vedaldi, Jo\ão F. Henriques

* Project page: https://facebookresearch.github.io/Motionformer 

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Zero-Shot Learning on 3D Point Cloud Objects and Beyond


Apr 11, 2021
Ali Cheraghian, Shafinn Rahman, Townim F. Chowdhury, Dylan Campbell, Lars Petersson

* arXiv admin note: substantial text overlap with arXiv:1912.07161 

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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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Geometry-Guided Street-View Panorama Synthesis from Satellite Imagery


Mar 05, 2021
Yujiao Shi, Dylan Campbell, Xin Yu, Hongdong Li

* submitted to TPAMI in Aug, 2020 

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Spatio-attentive Graphs for Human-Object Interaction Detection


Dec 11, 2020
Frederic Z. Zhang, Dylan Campbell, Stephen Gould


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Solving the Blind Perspective-n-Point Problem End-To-End With Robust Differentiable Geometric Optimization


Jul 29, 2020
Dylan Campbell, Liu Liu, Stephen Gould

* Accepted at ECCV 2020 (Oral) 

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The IKEA ASM Dataset: Understanding People Assembling Furniture through Actions, Objects and Pose


Jul 01, 2020
Yizhak Ben-Shabat, Xin Yu, Fatemeh Sadat Saleh, Dylan Campbell, Cristian Rodriguez-Opazo, Hongdong Li, Stephen Gould


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Where am I looking at? Joint Location and Orientation Estimation by Cross-View Matching


May 08, 2020
Yujiao Shi, Xin Yu, Dylan Campbell, Hongdong Li

* accepted by CVPR2020 

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Inferring Temporal Compositions of Actions Using Probabilistic Automata


Apr 28, 2020
Rodrigo Santa Cruz, Anoop Cherian, Basura Fernando, Dylan Campbell, Stephen Gould

* Accepted in Workshop on Compositionality in Computer Vision at CVPR, 2020 

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Learning 2D-3D Correspondences To Solve The Blind Perspective-n-Point Problem


Mar 15, 2020
Liu Liu, Dylan Campbell, Hongdong Li, Dingfu Zhou, Xibin Song, Ruigang Yang

* A blind-PnP solver 

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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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Transductive Zero-Shot Learning for 3D Point Cloud Classification


Dec 23, 2019
Ali Cheraghian, Shafin Rahman, Dylan Campbell, Lars Petersson

* 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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Mitigating the Hubness Problem for Zero-Shot Learning of 3D Objects


Jul 15, 2019
Ali Cheraghian, Shafin Rahman, Dylan Campbell, Lars Petersson

* BMVC 2019 

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The Alignment of the Spheres: Globally-Optimal Spherical Mixture Alignment for Camera Pose Estimation


Dec 04, 2018
Dylan Campbell, Lars Petersson, Laurent Kneip, Hongdong Li, Stephen Gould


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Globally-Optimal Inlier Set Maximisation for Simultaneous Camera Pose and Feature Correspondence


Sep 27, 2017
Dylan Campbell, Lars Petersson, Laurent Kneip, Hongdong Li

* Manuscript in press 2017 IEEE International Conference on Computer Vision 

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Go-ICP: A Globally Optimal Solution to 3D ICP Point-Set Registration


May 11, 2016
Jiaolong Yang, Hongdong Li, Dylan Campbell, Yunde Jia

* to appear in T-PAMI 2016 (IEEE Transactions on Pattern Analysis and Machine Intelligence) 

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GOGMA: Globally-Optimal Gaussian Mixture Alignment


Mar 01, 2016
Dylan Campbell, Lars Petersson

* Manuscript in press 2016 IEEE Conference on Computer Vision and Pattern Recognition 

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An Adaptive Data Representation for Robust Point-Set Registration and Merging


Nov 13, 2015
Dylan Campbell, Lars Petersson

* Manuscript in press 2015 IEEE International Conference on Computer Vision 

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