565 citations · 2.8k across the 120 of their papers we have counts for
6 papers · 1 filter
Temporal Attention-Gated Model for Robust Sequence Classification
Wenjie Pei, Tadas Baltrušaitis, David M. J. Tax +1
Typical techniques for sequence classification are designed for well-segmented sequences which have been edited to remove noisy or irrelevant parts. Therefore, such methods cannot…
Visualizing and Understanding Curriculum Learning for Long Short-Term Memory Networks
Volkan Cirik, Eduard Hovy, Louis-Philippe Morency
Curriculum Learning emphasizes the order of training instances in a computational learning setup. The core hypothesis is that simpler instances should be learned early as building…
Convolutional Experts Constrained Local Model for Facial Landmark Detection
Amir Zadeh, Tadas Baltrušaitis, Louis-Philippe Morency
Constrained Local Models (CLMs) are a well-established family of methods for facial landmark detection. However, they have recently fallen out of favor to cascaded regression-based…
Select-Additive Learning: Improving Generalization in Multimodal Sentiment Analysis
Haohan Wang, Aaksha Meghawat, Louis-Philippe Morency +1
Multimodal sentiment analysis is drawing an increasing amount of attention these days. It enables mining of opinions in video reviews which are now available aplenty on online plat…
MOSI: Multimodal Corpus of Sentiment Intensity and Subjectivity Analysis in Online Opinion Videos
Amir Zadeh, Rowan Zellers, Eli Pincus +1
People are sharing their opinions, stories and reviews through online video sharing websites every day. Studying sentiment and subjectivity in these opinion videos is experiencing…
Video Analysis for Body-worn Cameras in Law Enforcement
Jason J. Corso, Alexandre Alahi, Kristen Grauman +4
The social conventions and expectations around the appropriate use of imaging and video has been transformed by the availability of video cameras in our pockets. The impact on law…