Tag · recurrent-neural-network

Scene Graph Generation by Iterative Message Passing

Understanding a visual scene goes beyond recognizing individual objects in isolation. Relationships between objects also constitute rich semantic information about the scene. In...

scene-graphrecurrent-neural-network

DESIRE: Deep Stochastic IOC RNN Encoder-decoder for Distant Future Prediction in Dynamic Scenes with Multiple Interacting Agents

We introduce a Deep Stochastic IOC1 RNN Encoder- decoder framework, DESIRE, with a conditional Variational Auto-Encoder and multiple RNNs for the task of future predictions of m...

predictionrecurrent-neural-networkinverse-reinforcement-learning

3D-R2N2: A Unified Approach for Single and Multi-view 3D Object Reconstruction

Inspired by the recent success of methods that employ shape priors to achieve robust 3D reconstructions, we propose a novel recurrent neural network architecture that we call th...

multi-viewsingle-viewreconstruction