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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
キャリブレーションフリー視線計測手法の研究動向
The need for personal calibration has been one of the most significant technical limitations in video-based eye tracking, and there …
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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
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