22 citations · 62 across the 50 of their papers we have counts for
3 papers · 1 filter
A Closer Look at Temporal Ordering in the Segmentation of Instructional Videos
Anil Batra, Shreyank N Gowda, Frank Keller +1
Understanding the steps required to perform a task is an important skill for AI systems. Learning these steps from instructional videos involves two subproblems: (i) identifying th…
Learn2Augment: Learning to Composite Videos for Data Augmentation in Action Recognition
Shreyank N Gowda, Marcus Rohrbach, Frank Keller +1
We address the problem of data augmentation for video action recognition. Standard augmentation strategies in video are hand-designed and sample the space of possible augmented dat…
Capturing Temporal Information in a Single Frame: Channel Sampling Strategies for Action Recognition
Kiyoon Kim, Shreyank N Gowda, Oisin Mac Aodha +1
We address the problem of capturing temporal information for video classification in 2D networks, without increasing their computational cost. Existing approaches focus on modifyin…