Paper-Conference

Leveraging Human Selective Attention for Medical Image Analysis with Limited Training Data
The human gaze is a cost-efficient physiological data that reveals human underlying attentional patterns. The selective attention …
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Leveraging Human Selective Attention for Medical Image Analysis with Limited Training Data
Stacked Temporal Attention: Improving First-person Action Recognition by Emphasizing Discriminative Clips
First-person action recognition is a challenging task in video understanding. Because of strong ego-motion and a limited field of view, …
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Stacked Temporal Attention: Improving First-person Action Recognition by Emphasizing Discriminative Clips
Unsupervised Common Particular Object Discovery and Localization by Analyzing a Match Graph
Although the unsupervised discovery and localization of common objects from within a set of images has received considerable attention, …
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Unsupervised Common Particular Object Discovery and Localization by Analyzing a Match Graph
GO-Finder: A Registration-Free Wearable System for Assisting Users in Finding Lost Objects via Hand-Held Object Discovery
People spend an enormous amount of time and effort looking for lost objects. To help remind people of the location of lost objects, …
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GO-Finder: A Registration-Free Wearable System for Assisting Users in Finding Lost Objects via Hand-Held Object Discovery
Toward Visually Explaining Video Understanding Networks by Perturbation
‘‘Making black box models explainable’’ is a vital problem that accompanies the development of deep learning …
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Toward Visually Explaining Video Understanding Networks by Perturbation
Use of Machine Learning by Non-Expert DHH People: Technological Understanding and Sound Perception
Recent advances in machine learning demonstrated its potential in accessibility applications. However, recognition models and their …
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Use of Machine Learning by Non-Expert DHH People: Technological Understanding and Sound Perception
Learning-based Region Selection for End-to-End Gaze Estimation
Traditionally, appearance-based gaze estimation methods use statically defined face regions as input to the gaze estimator, such as eye …
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Learning-based Region Selection for End-to-End Gaze Estimation
Generalizing Hand Segmentation in Egocentric Videos With Uncertainty-Guided Model Adaptation
Although the performance of hand segmentation in egocentric videos has been significantly improved by using CNNs, it still remains a …
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Generalizing Hand Segmentation in Egocentric Videos With Uncertainty-Guided Model Adaptation
Improving Action Segmentation via Graph Based Temporal Reasoning
Temporal relations among multiple action segments play an important role in action segmentation especially when observations are …
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Improving Action Segmentation via Graph Based Temporal Reasoning
Support Strategies for Remote Guides in Assisting People with Visual Impairments for Effective Indoor Navigation
People with visual impairments often require mobility assistance of sighted guides but they are not always available. Recent …
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Support Strategies for Remote Guides in Assisting People with Visual Impairments for Effective Indoor Navigation