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Temporal Context in Speech Emotion Recognition
Interspeech 2021, 2021We investigate the importance of temporal context for speech emotion recognition (SER). Two SER systems trained on traditional and learned features, respectively, are developed to predict categorical labels of emotion. For traditional acoustical features,
Yangyang Raymond Xia +3 more
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Learned Video Compression With Efficient Temporal Context Learning
IEEE Transactions on Image Processing, 2023In contrast to image compression, the key of video compression is to efficiently exploit the temporal context for reducing the inter-frame redundancy. Existing learned video compression methods generally rely on utilizing short-term temporal correlations
Dengchao Jin +5 more
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Toward Efficient Remote Sensing Image Change Detection via Cross-Temporal Context Learning
IEEE Transactions on Geoscience and Remote Sensing, 2023Change detection (CD) aims to find areas of specific changes in multitemporal remote sensing images. The existing methods fail to adequately explore the cross-temporal global context, making the establishment of spatial–temporal deep global associations ...
Ze Song +4 more
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Exploiting Temporal Context for Tiny Object Detection
2023 IEEE/CVF Winter Conference on Applications of Computer Vision Workshops (WACVW), 2023In surveillance applications, the detection of tiny, low-resolution objects remains a challenging task. Most deep learning object detection methods rely on appearance features extracted from still images and struggle to accurately detect tiny objects. In
Christof W. Corsel +4 more
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SleepContextNet: A temporal context network for automatic sleep staging based single-channel EEG
Comput. Methods Programs Biomed., 2022BACKGROUND AND OBJECTIVE Single-channel EEG is the most popular choice of sensing modality in sleep staging studies, because it widely conforms to the sleep staging guidelines.
Caihong Zhao, Jinbao Li, Yahong Guo
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IEEE Transactions on Industrial Informatics, 2021
As one of the cyber–physical–social systems that plays a key role in people's daily activities, a smart city is producing a considerable amount of industrial data associated with transportation, healthcare, business, social activities, and so on ...
Lianyong Qi +6 more
semanticscholar +1 more source
As one of the cyber–physical–social systems that plays a key role in people's daily activities, a smart city is producing a considerable amount of industrial data associated with transportation, healthcare, business, social activities, and so on ...
Lianyong Qi +6 more
semanticscholar +1 more source
Temporal ventriloquism in a purely temporal context.
Journal of Experimental Psychology: Human Perception and Performance, 2011This study examines how audiovisual signals are combined in time for a temporal analogue of the ventriloquist effect in a purely temporal context, that is, no spatial grounding of signals or other spatial facilitation. Observers were presented with two successive intervals, each defined by a 1250-ms tone, and indicated in which interval a brief ...
Hartcher O'Brien, Jessica +1 more
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The Successor Representation and Temporal Context
Neural Computation, 2012The successor representation was introduced into reinforcement learning by Dayan ( 1993 ) as a means of facilitating generalization between states with similar successors. Although reinforcement learning in general has been used extensively as a model of psychological and neural processes, the psychological validity of the successor representation has
Samuel Gershman +4 more
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Temporal Context and Temporal Patterning
Time & Society, 1992Temporal factors are pervasive in social psychological phenomena, both as features of the temporal context within which social-psychological processes are embedded and as features of the patterning of those behavioral processes themselves. Yet temporal issues have not been given very much attention in current mainstream social psychology. This paper is
Joseph E. McGrath, Janice R. Kelly
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