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Unsupervised Domain Adaptation in Person re-ID via k-Reciprocal Clustering and Large-Scale Heterogeneous Environment Synthesis

Jan 14, 2020
Devinder Kumar, Parthipan Siva, Paul Marchwica, Alexander Wong


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Fairest of Them All: Establishing a Strong Baseline for Cross-Domain Person ReID

Jul 28, 2019
Devinder Kumar, Parthipan Siva, Paul Marchwica, Alexander Wong


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A Survey of Pruning Methods for Efficient Person Re-identification Across Domains

Jul 04, 2019
Hugo Masson, Amran Bhuiyan, Le Thanh Nguyen-Meidine, Mehrsan Javan, Parthipan Siva, Ismail Ben Ayed, Eric Granger


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An Evaluation of Deep CNN Baselines for Scene-Independent Person Re-Identification

May 16, 2018
Paul Marchwica, Michael Jamieson, Parthipan Siva

* To be published in 2018 15th Conference on Computer and Robot Vision (CRV) 

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Transfer Learning by Ranking for Weakly Supervised Object Annotation

May 02, 2017
Zhiyuan Shi, Parthipan Siva, Tao Xiang

* BMVC 2012 

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Scene Invariant Crowd Segmentation and Counting Using Scale-Normalized Histogram of Moving Gradients (HoMG)

Feb 01, 2016
Parthipan Siva, Mohammad Javad Shafiee, Mike Jamieson, Alexander Wong

* 9 pages 

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Domain Adaptation and Transfer Learning in StochasticNets

Dec 18, 2015
Mohammad Javad Shafiee, Parthipan Siva, Paul Fieguth, Alexander Wong

* Vision Letters, Vol. 1, No. 1, pp. VL115, 2015 

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Efficient Deep Feature Learning and Extraction via StochasticNets

Dec 11, 2015
Mohammad Javad Shafiee, Parthipan Siva, Paul Fieguth, Alexander Wong

* 10 pages. arXiv admin note: substantial text overlap with arXiv:1508.05463 

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StochasticNet: Forming Deep Neural Networks via Stochastic Connectivity

Nov 10, 2015
Mohammad Javad Shafiee, Parthipan Siva, Alexander Wong

* 8 pages 

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A deep-structured fully-connected random field model for structured inference

May 27, 2015
Alexander Wong, Mohammad Javad Shafiee, Parthipan Siva, Xiao Yu Wang

* IEEE Access Journal, vol. 3, pp. 469-477, 2015 
* Accepted, 13 pages 

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