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07/13/2021
On doubly robust inference for double machine learning
Due to concerns about parametric model misspecification, there is intere...
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06/02/2020
Situated and Interactive Multimodal Conversations
Next generation virtual assistants are envisioned to handle multimodal i...
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11/07/2019
SIMMC: Situated Interactive Multi-Modal Conversational Data Collection And Evaluation Platform
As digital virtual assistants become ubiquitous, it becomes increasingly...
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03/24/2019
Periphery-Fovea Multi-Resolution Driving Model guided by Human Attention
Inspired by human vision, we propose a new periphery-fovea multi-resolut...
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12/11/2017
Learning Robust Dialog Policies in Noisy Environments
Modern virtual personal assistants provide a convenient interface for co...
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11/17/2017
Training a network to attend like human drivers saves it from common but misleading loss functions
We proposed a novel FCN-ConvLSTM model to predict multi-focal human driv...
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08/11/2017