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09/23/2022
Deceptive AI Systems That Give Explanations Are Just as Convincing as Honest AI Systems in Human-Machine Decision Making
The ability to discern between true and false information is essential t...
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07/10/2022
Adaptive Virtual Neuroarchitecture
Our surrounding environment impacts our cognitive-emotional processes on...
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01/02/2022
Changing Computer-Usage Behaviours: What Users Want, Use, and Experience
Technology based screentime, the time an individual spends engaging with...
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06/26/2021
Txt2Vid: Ultra-Low Bitrate Compression of Talking-Head Videos via Text
Video represents the majority of internet traffic today leading to a con...
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06/09/2021
Pretrained Encoders are All You Need
Data-efficiency and generalization are key challenges in deep learning a...
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06/02/2021
Personalizing Pre-trained Models
Self-supervised or weakly supervised models trained on large-scale datas...
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05/22/2021
PAL: Intelligence Augmentation using Egocentric Visual Context Detection
Egocentric visual context detection can support intelligence augmentatio...
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04/21/2021
Uncertainty-Aware Boosted Ensembling in Multi-Modal Settings
Reliability of machine learning (ML) systems is crucial in safety-critic...
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11/19/2020
Robustness to Missing Features using Hierarchical Clustering with Split Neural Networks
The problem of missing data has been persistent for a long time and pose...
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10/03/2020
Uncertainty-Aware Multi-Modal Ensembling for Severity Prediction of Alzheimer's Dementia
Reliability in Neural Networks (NNs) is crucial in safety-critical appli...
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09/25/2020
Why have a Unified Predictive Uncertainty? Disentangling it using Deep Split Ensembles
Understanding and quantifying uncertainty in black box Neural Networks (...
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08/30/2020
Multimodal Inductive Transfer Learning for Detection of Alzheimer's Dementia and its Severity
Alzheimer's disease is estimated to affect around 50 million people worl...
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05/03/2019
PAL: A Wearable Platform for Real-time, Personalized and Context-Aware Health and Cognition Support
Personalized Active Learner (PAL) is a wearable system for real-time, pe...
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11/25/2018