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Interactive Machine Learning on Edge Devices With User-in-the-Loop Sample Recommendation
Interactive machine learning (IML) aims to make machine learning an easy-to-use tool for novice users to solve personalized tasks. …
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Interactive Machine Learning on Edge Devices With User-in-the-Loop Sample Recommendation
Self-Supervised Learning for Audio-Visual Relationships of Videos with Stereo Sounds
Learning cross-modal features is an essential task for many multimedia applications such as sound localization, audio-visual alignment, …
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Self-Supervised Learning for Audio-Visual Relationships of Videos with Stereo Sounds
Semantic Image Segmentation by Dynamic Discriminative Prototypes
Semantic segmentation achieves significant success through large-scale training data. Meanwhile, few-shot semantic segmentation was …
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Semantic Image Segmentation by Dynamic Discriminative Prototypes
Go-Finder: A Registration-Free Wearable System for Assisting Users in Finding Lost Hand-Held Objects
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 Hand-Held Objects
Spatio-Temporal Perturbations for Video Attribution
The attribution method provides a direction for interpreting opaque neural networks in a visual way by identifying and visualizing the …
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Spatio-Temporal Perturbations for Video Attribution
Foreground-Aware Stylization and Consensus Pseudo-Labeling for Domain Adaptation of First-Person Hand Segmentation
Hand segmentation is a crucial task in first-person vision. Since first-person images exhibit strong bias in appearance among different …
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Foreground-Aware Stylization and Consensus Pseudo-Labeling for Domain Adaptation of First-Person Hand Segmentation
Light-sheet microscopy-based 3D single-cell tracking assay revealed a correlation between cell cycle and the beginning of endodermal cell internalization in zebrafish early development
Controlling the initiation of cell migration plays a fundamental role in shaping the tissue during embryonic development. During …
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Light-sheet microscopy-based 3D single-cell tracking assay revealed a correlation between cell cycle and the beginning of endodermal cell internalization in zebrafish early development
Community Detection Using Restrained Random-Walk Similarity
In this paper, we propose a restrained random-walk similarity method for detecting the community structures of graphs. The basic …
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Community Detection Using Restrained Random-Walk Similarity
Learning Context-dependent Personal Preferences for Adaptive Recommendation
We propose two online-learning algorithms for modeling the personal preferences of users of interactive systems. The proposed …
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Learning Context-dependent Personal Preferences for Adaptive Recommendation
Mutual Context Network for Jointly Estimating Egocentric Gaze and Action
In this work, we address two coupled tasks of gaze prediction and action recognition in egocentric videos by exploring their mutual …
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Mutual Context Network for Jointly Estimating Egocentric Gaze and Action