54 citations · 73 across the 5 of their papers we have counts for
5 papers
Diving Deep into the Motion Representation of Video-Text Models
Chinmaya Devaraj, Cornelia Fermuller, Yiannis Aloimonos
Videos are more informative than images because they capture the dynamics of the scene. By representing motion in videos, we can capture dynamic activities. In this work, we introd…
Forecasting Action through Contact Representations from First Person Video
Eadom Dessalene, Chinmaya Devaraj, Michael Maynord +2
Human actions involving hand manipulations are structured according to the making and breaking of hand-object contact, and human visual understanding of action is reliant on antici…
Egocentric Object Manipulation Graphs
Eadom Dessalene, Michael Maynord, Chinmaya Devaraj +2
We introduce Egocentric Object Manipulation Graphs (Ego-OMG) - a novel representation for activity modeling and anticipation of near future actions integrating three components: 1)…
Evenly Cascaded Convolutional Networks
Chengxi Ye, Chinmaya Devaraj, Michael Maynord +2
We introduce Evenly Cascaded convolutional Network (ECN), a neural network taking inspiration from the cascade algorithm of wavelet analysis. ECN employs two feature streams - a lo…
On Optimizing Human-Machine Task Assignments
Andreas Veit, Michael Wilber, Rajan Vaish +48
When crowdsourcing systems are used in combination with machine inference systems in the real world, they benefit the most when the machine system is deeply integrated with the cro…