162 citations · 181 across the 9 of their papers we have counts for
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3 papers · 1 filter
cs.LG2021★ 1 cited
SplitBrain: Hybrid Data and Model Parallel Deep Learning
Farley Lai, Asim Kadav, Erik Kruus
The recent success of deep learning applications has coincided with those widely available powerful computational resources for training sophisticated machine learning models with…
cs.CV2021
COMPOSER: Compositional Reasoning of Group Activity in Videos with Keypoint-Only Modality
Honglu Zhou, Asim Kadav, Aviv Shamsian +6
Group Activity Recognition detects the activity collectively performed by a group of actors, which requires compositional reasoning of actors and objects. We approach the task by m…
cs.CV2021★ 1 cited
Hopper: Multi-hop Transformer for Spatiotemporal Reasoning
Honglu Zhou, Asim Kadav, Farley Lai +4
This paper considers the problem of spatiotemporal object-centric reasoning in videos. Central to our approach is the notion of object permanence, i.e., the ability to reason about…