68 citations · 68 across the 1 of their papers we have counts for
4 papers
SENSE: Semantically Enhanced Node Sequence Embedding
Swati Rallapalli, Liang Ma, Mudhakar Srivatsa +4
Effectively capturing graph node sequences in the form of vector embeddings is critical to many applications. We achieve this by (i) first learning vector embeddings of single grap…
Actor Conditioned Attention Maps for Video Action Detection
Oytun Ulutan, Swati Rallapalli, Mudhakar Srivatsa +2
While observing complex events with multiple actors, humans do not assess each actor separately, but infer from the context. The surrounding context provides essential information…
Object Localization and Size Estimation from RGB-D Images
ShreeRanjani SrirangamSridharan, Oytun Ulutan, Shehzad Noor Taus Priyo +2
Depth sensing cameras (e.g., Kinect sensor, Tango phone) can acquire color and depth images that are registered to a common viewpoint. This opens the possibility of developing algo…
Modeling the Resource Requirements of Convolutional Neural Networks on Mobile Devices
Zongqing Lu, Swati Rallapalli, Kevin Chan +1
Convolutional Neural Networks (CNNs) have revolutionized the research in computer vision, due to their ability to capture complex patterns, resulting in high inference accuracies.…