by Martina Megaro | Aug 19, 2017 | Machine Learning, Story Technology
Predicting the Quality of Short Narratives from Social Media To our best knowledge, this is the first large-scale study for automatic evaluation of narrative quality. August 19, 2017International Joint Conference on Artificial Intelligence (IJCAI) 2017 ...
by Martina Megaro | Aug 12, 2017 | Machine Learning
Determinantal Point Processes for Mini-Batch Diversification We study a mini-batch diversification scheme for stochastic gradient descent (SGD). August 12, 2017Conference on Uncertainty in Artificial Intelligence (UAI) 2017 Authors Cheng Zhang (Disney...
by Martina Megaro | Aug 11, 2017 | Visual Computing
Geometric and Photometric Consistency in a Mixed Video and Galvanoscopic Scanning Laser Projection Mapping System We present a geometric calibration method to accurately register a galvanoscopic scanning laser projection system (GLP) based on 2D vector input data...
by Martina Megaro | Aug 6, 2017 | Machine Learning, Story Technology
Dynamic Word Embeddings We present a probabilistic language model for time-stamped text data which tracks the semantic evolution of individual words over time. August 6, 2017International Conference on Machine Learning (ICML) 2017 Authors Robert Bamler (Disney...
by Martina Megaro | Aug 6, 2017 | Machine Learning
Coordinated Multi-Agent Imitation Learning We propose a joint approach that simultaneously learns a latent coordination model along with the individual policies. August 6, 2017International Conference on Machine Learning (ICML) 2017 Authors Hoang Le...
