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Catalin Ionescu
Catalin Ionescu
DeepMind
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Title
Cited by
Cited by
Year
Human3. 6m: Large scale datasets and predictive methods for 3d human sensing in natural environments
C Ionescu, D Papava, V Olaru, C Sminchisescu
Pattern Analysis and Machine Intelligence, IEEE Transactions on 36 (7), 1325 …, 2014
21822014
Matrix backpropagation for deep networks with structured layers
C Ionescu, O Vantzos, C Sminchisescu
Proceedings of the IEEE international conference on computer vision, 2965-2973, 2015
2602015
Latent Structured Models for Human Pose Estimation
C Ionescu, F Li, C Sminchisescu
247*
Using fast weights to attend to the recent past
J Ba, GE Hinton, V Mnih, JZ Leibo, C Ionescu
Advances in neural information processing systems 29, 2016
1922016
Perceiver io: A general architecture for structured inputs & outputs
A Jaegle, S Borgeaud, JB Alayrac, C Doersch, C Ionescu, D Ding, ...
arXiv preprint arXiv:2107.14795, 2021
1402021
Unsupervised learning of object keypoints for perception and control
TD Kulkarni, A Gupta, C Ionescu, S Borgeaud, M Reynolds, A Zisserman, ...
Advances in neural information processing systems 32, 2019
1322019
Unsupervised control through non-parametric discriminative rewards
D Warde-Farley, T Van de Wiele, T Kulkarni, C Ionescu, S Hansen, ...
arXiv preprint arXiv:1811.11359, 2018
1242018
Iterated second-order label sensitive pooling for 3d human pose estimation
C Ionescu, J Carreira, C Sminchisescu
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2014
1012014
Random Fourier approximations for skewed multiplicative histogram kernels
F Li, C Ionescu, C Sminchisescu
Pattern Recognition, 262-271, 2010
892010
Training deep networks with structured layers by matrix backpropagation
C Ionescu, O Vantzos, C Sminchisescu
arXiv preprint arXiv:1509.07838, 2015
792015
Structural SVM for visual localization and continuous state estimation
C Ionescu, L Bo, C Sminchisescu
Computer Vision, 2009 IEEE 12th International Conference on, 1157-1164, 2009
512009
Making sense of reinforcement learning and probabilistic inference
B O'Donoghue, I Osband, C Ionescu
arXiv preprint arXiv:2001.00805, 2020
222020
Large-scale data-dependent kernel approximation
C Ionescu, A Popa, C Sminchisescu
Artificial Intelligence and Statistics, 19-27, 2017
102017
Feature-based pose estimation
C Sminchisescu, L Bo, C Ionescu, A Kanaujia
Visual analysis of humans, 225-251, 2011
72011
Hierarchical perceiver
J Carreira, S Koppula, D Zoran, A Recasens, C Ionescu, O Henaff, ...
arXiv preprint arXiv:2202.10890, 2022
52022
Reinforcement learning neural networks grounded in learned visual entities
CD Ionescu, TD Kulkarni
US Patent 10,748,039, 2020
2020
Unsupervised Control Through Non-Parametric Discriminative Rewards Download PDF
D Warde-Farley, T Van de Wiele, T Kulkarni, C Ionescu, SS Hansen, ...
Discriminative Learning Algorithms for 3D Human Pose Reconstruction
C Sminchisescu, A Kanaujia, A Crimi, C Ionescu
Hierarchical Spectral Latent Variable Models (HSLVM)
C Sminchisescu, C Ionescu
Hierarchical Latent Variable Models for Pose Inference
C Ionescu, C Sminchisescu
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Articles 1–20