Get our free extension to see links to code for papers anywhere online!

 Add to Chrome

 Add to Firefox

CatalyzeX Code Finder - Browser extension linking code for ML papers across the web! | Product Hunt Embed
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 

  Access Paper or Ask Questions

Set Augmented Triplet Loss for Video Person Re-Identification

Nov 07, 2020
Pengfei Fang, Pan Ji, Lars Petersson, Mehrtash Harandi

* to appear in WACV 2021 

  Access Paper or Ask Questions

Hierarchical Neural Architecture Search for Deep Stereo Matching

Oct 26, 2020
Xuelian Cheng, Yiran Zhong, Mehrtash Harandi, Yuchao Dai, Xiaojun Chang, Tom Drummond, Hongdong Li, Zongyuan Ge

* Accepted at NeurIPS 2020; Xuelian Cheng and Yiran Zhong made equal contribution 

  Access Paper or Ask Questions

Channel Recurrent Attention Networks for Video Pedestrian Retrieval

Oct 07, 2020
Pengfei Fang, Pan Ji, Jieming Zhou, Lars Petersson, Mehrtash Harandi

* To appear in ACCV 2020 

  Access Paper or Ask Questions

Unsupervised Deep Metric Learning via Orthogonality based Probabilistic Loss

Aug 22, 2020
Ujjal Kr Dutta, Mehrtash Harandi, Chellu Chandra Sekhar

* In the IEEE Transactions on Artificial Intelligence (IEEE TAI) 

  Access Paper or Ask Questions

MTL2L: A Context Aware Neural Optimiser

Jul 18, 2020
Nicholas I-Hsien Kuo, Mehrtash Harandi, Nicolas Fourrier, Christian Walder, Gabriela Ferraro, Hanna Suominen

* Published in the ICML workshop of Automated Machine Learning (AutoML) 2020. Also see https://www.automl.org/wp-content/uploads/2020/07/AutoML_2020_paper_5.pdf 

  Access Paper or Ask Questions

Cross-Correlated Attention Networks for Person Re-Identification

Jun 17, 2020
Jieming Zhou, Soumava Kumar Roy, Pengfei Fang, Mehrtash Harandi, Lars Petersson

* Image and Vision Computing, Vol. 100, 2020, p. 103931 
* Accepted by Image and Vision Computing 

  Access Paper or Ask Questions

Bridge the Domain Gap Between Ultra-wide-field and Traditional Fundus Images via Adversarial Domain Adaptation

Mar 24, 2020
Lie Ju, Xin Wang, Quan Zhou, Hu Zhu, Mehrtash Harandi, Paul Bonnington, Tom Drummond, Zongyuan Ge


  Access Paper or Ask Questions

Affinity guided Geometric Semi-Supervised Metric Learning

Feb 27, 2020
Ujjal Kr Dutta, Mehrtash Harandi, Chellu Chandra Sekhar

* Paper in Review 

  Access Paper or Ask Questions

A Probabilistic approach for Learning Embeddings without Supervision

Dec 17, 2019
Ujjal Kr Dutta, Mehrtash Harandi, Chandra Sekhar Chellu


  Access Paper or Ask Questions

Neural Collaborative Subspace Clustering

Apr 24, 2019
Tong Zhang, Pan Ji, Mehrtash Harandi, Wenbing Huang, Hongdong Li

* Accepted to ICML 2019 

  Access Paper or Ask Questions

Scalable Deep $k$-Subspace Clustering

Nov 02, 2018
Tong Zhang, Pan Ji, Mehrtash Harandi, Richard Hartley, Ian Reid

* To appear in ACCV 2018 

  Access Paper or Ask Questions

Block Mean Approximation for Efficient Second Order Optimization

Aug 29, 2018
Yao Lu, Mehrtash Harandi, Richard Hartley, Razvan Pascanu


  Access Paper or Ask Questions

Deep Unsupervised Saliency Detection: A Multiple Noisy Labeling Perspective

Mar 29, 2018
Jing Zhang, Tong Zhang, Yuchao Dai, Mehrtash Harandi, Richard Hartley

* Accepted by IEEE/CVF CVPR 2018 as Spotlight 

  Access Paper or Ask Questions

Devon: Deformable Volume Network for Learning Optical Flow

Feb 20, 2018
Yao Lu, Jack Valmadre, Heng Wang, Juho Kannala, Mehrtash Harandi, Philip H. S. Torr


  Access Paper or Ask Questions

Museum Exhibit Identification Challenge for Domain Adaptation and Beyond

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


  Access Paper or Ask Questions

Learning Discriminative Alpha-Beta-divergence for Positive Definite Matrices (Extended Version)

Aug 05, 2017
Anoop Cherian, Panagiotis Stanitsas, Mehrtash Harandi, Vassilios Morellas, Nikolaos Papanikolopoulos

* Accepted at the International Conference on Computer Vision (ICCV) 

  Access Paper or Ask Questions

Generalized Rank Pooling for Activity Recognition

Jul 22, 2017
Anoop Cherian, Basura Fernando, Mehrtash Harandi, Stephen Gould

* Accepted at IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2017 

  Access Paper or Ask Questions

Learning an Invariant Hilbert Space for Domain Adaptation

Apr 17, 2017
Samitha Herath, Mehrtash Harandi, Fatih Porikli

* 24 pages, 7 figures 

  Access Paper or Ask Questions

Analyzing Linear Dynamical Systems: From Modeling to Coding and Learning

Feb 27, 2017
Wenbing Huang, Fuchun Sun, Lele Cao, Mehrtash Harandi

* 38 pages 

  Access Paper or Ask Questions

Going Deeper into Action Recognition: A Survey

Feb 01, 2017
Samitha Herath, Mehrtash Harandi, Fatih Porikli


  Access Paper or Ask Questions

Generalized BackPropagation, Étude De Cas: Orthogonality

Nov 17, 2016
Mehrtash Harandi, Basura Fernando


  Access Paper or Ask Questions

Dimensionality Reduction on SPD Manifolds: The Emergence of Geometry-Aware Methods

May 20, 2016
Mehrtash Harandi, Mathieu Salzmann, Richard Hartley

* arXiv admin note: text overlap with arXiv:1407.1120 

  Access Paper or Ask Questions

Beyond Gauss: Image-Set Matching on the Riemannian Manifold of PDFs

Jul 31, 2015
Mehrtash Harandi, Mathieu Salzmann, Mahsa Baktashmotlagh


  Access Paper or Ask Questions

When VLAD met Hilbert

Jul 30, 2015
Mehrtash Harandi, Mathieu Salzmann, Fatih Porikli


  Access Paper or Ask Questions

Extrinsic Methods for Coding and Dictionary Learning on Grassmann Manifolds

May 20, 2015
Mehrtash Harandi, Richard Hartley, Chunhua Shen, Brian Lovell, Conrad Sanderson

* Appearing in International Journal of Computer Vision 

  Access Paper or Ask Questions

Kernel Methods on Riemannian Manifolds with Gaussian RBF Kernels

Mar 17, 2015
Sadeep Jayasumana, Richard Hartley, Mathieu Salzmann, Hongdong Li, Mehrtash Harandi


  Access Paper or Ask Questions

Optimizing Over Radial Kernels on Compact Manifolds

Dec 13, 2014
Sadeep Jayasumana, Richard Hartley, Mathieu Salzmann, Hongdong Li, Mehrtash Harandi

* Published in CVPR 2014 

  Access Paper or Ask Questions

A Framework for Shape Analysis via Hilbert Space Embedding

Dec 13, 2014
Sadeep Jayasumana, Mathieu Salzmann, Hongdong Li, Mehrtash Harandi

* Published in ICCV 2013 

  Access Paper or Ask Questions