Catalin Ionescu - Concepedia

Author

Catalin Ionescu

Google (United States)

Also Known As

Catalin Ionescu, Ionescu, Catalin

Publications

4.9K

Citations

H-Index

Concepts

All Affiliations

Google (United States)Romanian Academy University of Bonn Lund University Czech Academy of Sciences, Institute of Mathematics

About

Catalin Ionescu is an author at Google (United States) specializing in engineering, machine learning, and image analysis.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	11	11	4.5K
2	Health Sciences	3	3	3.6K
3	Cognitive Science	2	2	202
4	Social Sciences	1	1	153
5	Biostatistics	1	1	3.5K

Catalin Ionescu

Publications

4.8K

Citations

H-Index

Page 1

	Year	Citations
Human3.6M: Large Scale Datasets and Predictive Methods for 3D Human Sensing in Natural Environments Catalin Ionescu, Dragos Papava, Vlad Olaru, IEEE Transactions on Pattern Analysis and Machine Intelligence EngineeringMachine LearningHuman Pose Estimation3D Pose EstimationWearable Technology	2014	3.5K
Matrix Backpropagation for Deep Networks with Structured Layers Catalin Ionescu, Orestis Vantzos, Cristian Sminchisescu Geometric LearningConvolutional Neural NetworkEngineeringMachine LearningMatrix Backpropagation	2015	293
Latent structured models for human pose estimation Catalin Ionescu, Fuxin Li, Cristian Sminchisescu EngineeringMachine LearningHuman Pose Estimation3D Pose EstimationHuman Modelling	2011	253
Perceiver IO: A General Architecture for Structured Inputs & Outputs Andrew Jaegle, Sebastian Borgeaud, Jean-Baptiste Alayrac, arXiv (Cornell University)	2021	205
Using Fast Weights to Attend to the Recent Past Jimmy Ba, Geoffrey E. Hinton, Volodymyr Mnih, arXiv (Cornell University) Artificial IntelligenceTemporary MemoriesIncremental LearningEngineeringMachine Learning	2016	153
Iterated Second-Order Label Sensitive Pooling for 3D Human Pose Estimation Catalin Ionescu, João Carreira, Cristian Sminchisescu EngineeringMachine LearningHuman Pose Estimation3D Pose EstimationBiometrics	2014	106
Unsupervised Learning of Object Keypoints for Perception and Control Tejas Kulkarni, Ankush Gupta, Catalin Ionescu, arXiv (Cornell University) EngineeringMachine LearningObject CategorizationObject KeypointsVideo Interpretation	2019	71
Unsupervised Learning of Object Keypoints for Perception and Control Tejas D. Kulkarni, Ankush Gupta, Catalin Ionescu, arXiv (Cornell University) EngineeringMachine LearningObject CategorizationObject KeypointsVideo Interpretation	2019	54
Unsupervised Control Through Non-Parametric Discriminative Rewards David Warde-Farley, Tom Van de Wiele, Tejas D. Kulkarni, arXiv (Cornell University) Artificial IntelligenceCognitive ScienceEngineeringMachine LearningReward Hacking	2018	49
Training Deep Networks with Structured Layers by Matrix Backpropagation Catalin Ionescu, Orestis Vantzos, Cristian Sminchisescu arXiv (Cornell University) Geometric LearningConvolutional Neural NetworkEngineeringMachine LearningLocal Computations	2015	47

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