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07/17/2023
Video-Mined Task Graphs for Keystep Recognition in Instructional Videos
Procedural activity understanding requires perceiving human actions in t...
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01/05/2023
HierVL: Learning Hierarchical Video-Language Embeddings
Video-language embeddings are a promising avenue for injecting semantics...
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01/05/2023
What You Say Is What You Show: Visual Narration Detection in Instructional Videos
Narrated "how-to" videos have emerged as a promising data source for a w...
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10/15/2022
RoS-KD: A Robust Stochastic Knowledge Distillation Approach for Noisy Medical Imaging
AI-powered Medical Imaging has recently achieved enormous attention due ...
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12/03/2020
3D-NVS: A 3D Supervision Approach for Next View Selection
We present a classification based approach for the next best view select...
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09/16/2020
Lower Bounds for Policy Iteration on Multi-action MDPs
Policy Iteration (PI) is a classical family of algorithms to compute an ...
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06/22/2020
Bandit algorithms: Letting go of logarithmic regret for statistical robustness
We study regret minimization in a stochastic multi-armed bandit setting ...
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11/28/2019