Anoop Cherian

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Tim K. MarksPrincipal Research Scientist, Mitsubishi Electric Research Labs (MERL)Verified email at merl.com
Nikolaos PapanikolopoulosProfessor of Computer Science, University of MinnesotaVerified email at cs.umn.edu
Chiori HoriMERLVerified email at merl.com
Stephen GouldProfessor at Australian National University | Scholar at AmazonVerified email at anu.edu.au
Suvrit SraTU Munich / MITVerified email at mit.edu
Jonathan Le RouxMERLVerified email at merl.com
Piotr KoniuszPrincipal res. scientist Data61❤CSIRO. Hon. associate professor ANU.Verified email at anu.edu.au
Fatih PorikliQualcomm, Australian National UniversityVerified email at anu.edu.au
Devi ParikhGeorgia Tech, Facebook AI ResearchVerified email at gatech.edu
Dhruv BatraFAIR (Meta AI) | Georgia TechVerified email at gatech.edu
Mehrtash HarandiDepartment of Electrical and Computer Systems Engineering, Monash UniversityVerified email at monash.edu
Arindam BanerjeeFounder Professor, Dept of Computer Science, University of Illinois Urbana-ChampaignVerified email at illinois.edu
Hongdong LiProfessor of Computer Vision and Learning, Australian National UniversityVerified email at anu.edu.au
Xiaoming LiuMSU Foundation Professor, Computer Science and Engineering, Michigan State UniversityVerified email at cse.msu.edu
Michael JonesResearcher, MERLVerified email at merl.com
Ramalingam ChellappaBloomberg Distinguished Professor, Johns Hopkins UniversityVerified email at jhu.edu
Julien MairalInria - Univ. Grenoble AlpesVerified email at inria.fr
Cordelia SchmidResearch director INRIA Verified email at inria.fr
Joshua B. TenenbaumMITVerified email at mit.edu
Richard HartleyAustralian National University, National ICT Australia (NICTA)Verified email at anu.edu.au

Anoop Cherian

Mitsubishi Electric Research Labs (MERL), Australian National University

Verified email at merl.com - Homepage

Computer Vision Machine Learning Deep Learning Artificial Intelligence


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Jensen-Bregman LogDet Divergence with Application to Efficient Similarity Search for Covariance Matrices A Cherian, S Sra, A Banerjee, N Papanikolopoulos IEEE Transactions on Pattern Analysis and Machine Intelligence 35 (9), 2161-2174, 2013	289*	2013
On differentiating parameterized argmin and argmax problems with application to bi-level optimization S Gould, B Fernando, A Cherian, P Anderson, RS Cruz, E Guo arXiv preprint arXiv:1607.05447, 2016	184	2016
Audio-Visual Scene-Aware Dialog HA Vincent Cartillier, Abhishek Das, Jue Wang, Anoop Cherian, Irfan Essa ... CVPR, 2019	155*	2019
Tensor Representations via Kernel Linearization for Action Recognition from 3D Skeletons P Koniusz, A Cherian, F Porikli ECCV, 2016	146	2016
LUVLi Face Alignment: Estimating Landmarks' Location, Uncertainty, and Visibility Likelihood A Kumar, TK Marks, W Mou, Y Wang, M Jones, A Cherian, T Koike-Akino, ... CVPR, 2020	140	2020
Mixing body-part sequences for human pose estimation A Cherian, J Mairal, K Alahari, C Schmid Proceedings of the IEEE conference on computer vision and pattern …, 2014	132	2014
Riemannian dictionary learning and sparse coding for positive definite matrices A Cherian, S Sra IEEE transactions on neural networks and learning systems 28 (12), 2859-2871, 2016	126	2016
End-to-end audio visual scene-aware dialog using multimodal attention-based video features C Hori, H Alamri, J Wang, G Wichern, T Hori, A Cherian, TK Marks, ... ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019	124	2019
DeepPermNet: Visual Permutation Learning RS Cruz, B Fernando, A Cherian, S Gould CVPR, 2017	108*	2017
Generalized rank pooling for activity recognition A Cherian, B Fernando, M Harandi, S Gould CVPR, 2017	105	2017
GODS: Generalized One-class Discriminative Subspaces for Anomaly Detection J Wang, A Cherian International Conference on Computer Vision (ICCV), 2019	89	2019
Video representation learning using discriminative pooling J Wang, A Cherian, F Porikli, S Gould CVPR, 2018	80	2018
Sem-GAN: Semantically-Consistent Image-to-Image Translation A Cherian, A Sullivan WACV, 2019	77	2019
Autonomous altitude estimation of a UAV using a single onboard camera A Cherian, J Andersh, V Morellas, N Papanikolopoulos, B Mettler 2009 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2009	73	2009
The eighth dialog system technology challenge S Kim, M Galley, C Gunasekara, S Lee, A Atkinson, B Peng, H Schulz, ... arXiv preprint arXiv:1911.06394, 2019	67	2019
Riemannian Sparse Coding for Positive Definite Matrices A Cherian, S Sra European Conference on Computer Vision (ECCV), 299-314, 2014	66	2014
Action recognition using global spatio-temporal features derived from sparse representations G Somasundaram, A Cherian, V Morellas, N Papanikolopoulos Computer Vision and Image Understanding 123, 1-13, 2014	63	2014
Accurate 3D ground plane estimation from a single image A Cherian, V Morellas, N Papanikolopoulos 2009 IEEE International Conference on Robotics and Automation, 2243-2249, 2009	61	2009
Generalized dictionary learning for symmetric positive definite matrices with application to nearest neighbor retrieval S Sra, A Cherian Joint European conference on machine learning and knowledge discovery in …, 2011	60	2011
Ordered pooling of optical flow sequences for action recognition J Wang, A Cherian, F Porikli WACV, 2017	55	2017

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