Catalin Ionescu

Human3.6M: Large Scale Datasets and Predictive Methods for 3D Human Sensing in Natural Environments

Catalin Ionescu, Dragos Papava, Vlad Olaru et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2014 · 3.5K citations

Engineering, Machine Learning, Human Pose Estimation +25

Matrix Backpropagation for Deep Networks with Structured Layers

Catalin Ionescu, Orestis Vantzos, Cristian Sminchisescu · 2015 · 293 citations

Geometric Learning, Convolutional Neural Network, Engineering +17

Latent structured models for human pose estimation

Catalin Ionescu, Fuxin Li, Cristian Sminchisescu · 2011 · 253 citations

Engineering, Machine Learning, Human Pose Estimation +17

Perceiver IO: A General Architecture for Structured Inputs & Outputs

Andrew Jaegle, Sebastian Borgeaud, Jean-Baptiste Alayrac et al. · arXiv (Cornell University) · 2021 · 205 citations · Full text

Using Fast Weights to Attend to the Recent Past

Jimmy Ba, Geoffrey E. Hinton, Volodymyr Mnih et al. · arXiv (Cornell University) · 2016 · 153 citations · Full text

Artificial Intelligence, Temporary Memories, Incremental Learning +16