Catalin Ionescu
Publications by Year
Research Areas
Human Pose and Action Recognition, Video Surveillance and Tracking Methods, Reinforcement Learning in Robotics, Domain Adaptation and Few-Shot Learning, Advanced Neural Network Applications
Most-Cited Works
- → Human3.6M: Large Scale Datasets and Predictive Methods for 3D Human Sensing in Natural Environments(2014)3,513 cited
- → Matrix Backpropagation for Deep Networks with Structured Layers(2015)293 cited
- → Latent structured models for human pose estimation(2011)256 cited
- Perceiver IO: A General Architecture for Structured Inputs & Outputs(2021)
- → Using Fast Weights to Attend to the Recent Past(2016)153 cited
- → Iterated Second-Order Label Sensitive Pooling for 3D Human Pose Estimation(2014)106 cited
- → Unsupervised Learning of Object Keypoints for Perception and Control(2019)71 cited
- → Random Fourier Approximations for Skewed Multiplicative Histogram Kernels(2010)62 cited
- → Unsupervised Control Through Non-Parametric Discriminative Rewards(2018)49 cited