22 citations · 78 across the 18 of their papers we have counts for
4 papers · 1 filter
Robust Character Labeling in Movie Videos: Data Resources and Self-supervised Feature Adaptation
Krishna Somandepalli, Rajat Hebbar, Shrikanth Narayanan
Robust face clustering is a vital step in enabling computational understanding of visual character portrayal in media. Face clustering for long-form content is challenging because…
Generalized Multi-view Shared Subspace Learning using View Bootstrapping
Krishna Somandepalli, Shrikanth Narayanan
A key objective in multi-view learning is to model the information common to multiple parallel views of a class of objects/events to improve downstream learning tasks. In this cont…
Cross modal video representations for weakly supervised active speaker localization
Rahul Sharma, Krishna Somandepalli, Shrikanth Narayanan
An objective understanding of media depictions, such as inclusive portrayals of how much someone is heard and seen on screen such as in film and television, requires the machines t…
An empirical analysis of information encoded in disentangled neural speaker representations
Raghuveer Peri, Haoqi Li, Krishna Somandepalli +2
The primary characteristic of robust speaker representations is that they are invariant to factors of variability not related to speaker identity. Disentanglement of speaker repres…