Catalin Ionescu
Catalin Ionescu
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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
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
Latent Structured Models for Human Pose Estimation
C Ionescu, F Li, C Sminchisescu
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, 4331-4339, 2016
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
Random Fourier approximations for skewed multiplicative histogram kernels
F Li, C Ionescu, C Sminchisescu
Pattern Recognition, 262-271, 2010
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
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
Training deep networks with structured layers by matrix backpropagation
C Ionescu, O Vantzos, C Sminchisescu
arXiv preprint arXiv:1509.07838, 2015
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, 10724-10734, 2019
Large-scale data-dependent kernel approximation
C Ionescu, A Popa, C Sminchisescu
Artificial Intelligence and Statistics, 19-27, 2017
Feature-based pose estimation
C Sminchisescu, L Bo, C Ionescu, A Kanaujia
Visual analysis of humans, 225-251, 2011
Making sense of reinforcement learning and probabilistic inference
B O'Donoghue, I Osband, C Ionescu
arXiv preprint arXiv:2001.00805, 2020
Reinforcement learning neural networks grounded in learned visual entities
C Ionescu, TD Kulkarni
US Patent 10,748,039, 2020
Human3. 6M
C Ionescu, D Papava, V Olaru, C Sminchisescu
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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