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Avinash Ravichandran
Avinash Ravichandran
Principal Scientist, AWS
Dirección de correo verificada de cis.jhu.edu
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Meta-learning with differentiable convex optimization
K Lee, S Maji, A Ravichandran, S Soatto
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019
8912019
Histograms of oriented optical flow and binet-cauchy kernels on nonlinear dynamical systems for the recognition of human actions
R Chaudhry, A Ravichandran, G Hager, R Vidal
2009 IEEE Conference on Computer Vision and Pattern Recognition, 1932-1939, 2009
8112009
A baseline for few-shot image classification
GS Dhillon, P Chaudhari, A Ravichandran, S Soatto
arXiv preprint arXiv:1909.02729, 2019
3842019
A closed form solution to robust subspace estimation and clustering
P Favaro, R Vidal, A Ravichandran
CVPR 2011, 1801-1807, 2011
3392011
Task2vec: Task embedding for meta-learning
A Achille, M Lam, R Tewari, A Ravichandran, S Maji, CC Fowlkes, ...
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019
1842019
View-invariant dynamic texture recognition using a bag of dynamical systems
A Ravichandran, R Chaudhry, R Vidal
2009 IEEE Conference on Computer Vision and Pattern Recognition, 1651-1657, 2009
1482009
Optical flow estimation & segmentation of multiple moving dynamic textures
R Vidal, A Ravichandran
2005 IEEE Computer Society Conference on Computer Vision and Pattern …, 2005
1422005
Optical flow estimation & segmentation of multiple moving dynamic textures
R Vidal, A Ravichandran
Computer Vision and Pattern Recognition, 2005. CVPR 2005. IEEE Computer …, 2005
1422005
Few-shot learning with embedded class models and shot-free meta training
A Ravichandran, R Bhotika, S Soatto
Proceedings of the IEEE/CVF International Conference on Computer Vision, 331-339, 2019
1292019
Categorizing Dynamic Textures using a Bag of Dynamical Systems
A Ravichandran, R Chaudhry, R Vidal
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2012
1282012
Rethinking the Hyperparameters for Fine-tuning
H Li, P Chaudhari, H Yang, M Lam, A Ravichandran, R Bhotika, S Soatto
arXiv preprint arXiv:2002.11770, 2020
692020
Video Registration Using Dynamic Textures
A Ravichandran, R Vidal
European Conference on Computer Vision, 514-526, 2008
552008
Group action induced distances for averaging and clustering linear dynamical systems with applications to the analysis of dynamic scenes
B Afsari, R Chaudhry, A Ravichandran, R Vidal
2012 IEEE Conference on Computer Vision and Pattern Recognition, 2208-2215, 2012
442012
Group action induced distances for averaging and clustering Linear Dynamical Systems with applications to the analysis of dynamic scenes
B Afsari, R Chaudhry, A Ravichandran, R Vidal
Computer Vision and Pattern Recognition (CVPR), 2012 IEEE Conference on …, 2012
442012
Video registration using dynamic textures
A Ravichandran, R Vidal
IEEE Transactions on Pattern Analysis and Machine Intelligence 33 (1), 158-171, 2010
442010
Mixed-Privacy Forgetting in Deep Networks
A Golatkar, A Achille, A Ravichandran, M Polito, S Soatto
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
412021
Exponential Moving Average Normalization for Self-supervised and Semi-supervised Learning
Z Cai, A Ravichandran, S Maji, C Fowlkes, Z Tu, S Soatto
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
382021
Cluster-trained machine learning for image processing
MF Tappen, AA Ravichandran, H Boyraz, B Liu
US Patent 9,704,054, 2017
362017
Active frame, location, and detector selection for automated and manual video annotation
V Karasev, A Ravichandran, S Soatto
Tech Report UCLACSD140010, 2014. 4, 2014
282014
Unbiased Evaluation of Deep Metric Learning Algorithms
I Fehervari, A Ravichandran, S Appalaraju
arXiv preprint arXiv:1911.12528, 2019
232019
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Artículos 1–20