Exploration of distributed self-supervised training optimization strategies in visual tasks
Sign Up to like & getrecommendations! Published in 2024 at "International Journal of Low-Carbon Technologies"
DOI: 10.1093/ijlct/ctae222
Abstract: In response to the growing demand for handling unlabeled data in visual tasks, this paper introduces a novel federated self-supervised learning model (FedSSL), which employs a federated learning framework to conduct distributed model training across… read more here.
Keywords: exploration distributed; self supervised; supervised training; model ... See more keywords
Leader-Based Multiexpert Neural Network for High-Level Visual Tasks.
Sign Up to like & getrecommendations! Published in 2025 at "IEEE transactions on neural networks and learning systems"
DOI: 10.1109/tnnls.2025.3631509
Abstract: Remarkable progress has been achieved in the detection and segmentation of the baseline; however, for high-level visual tasks in complex scenes (e.g., dense, occlusion, scale diversity, high background noise, etc.), existing frameworks often fail to… read more here.
Keywords: detection; high level; level visual; leader based ... See more keywords
Adaptation of balancing behaviour during continuous perturbations of stance. Supra-postural visual tasks and platform translation frequency modulate adaptation rate
Sign Up to like & getrecommendations! Published in 2020 at "PLoS ONE"
DOI: 10.1371/journal.pone.0236702
Abstract: When humans are administered continuous and predictable perturbations of stance, an adaptation period precedes the steady state of balancing behaviour. Little information is available on the modulation of adaptation by vision and perturbation frequency. Moreover,… read more here.
Keywords: modulate adaptation; head pelvis; frequency; visual tasks ... See more keywords
The impact of physical exercise with additional visual tasks on self-esteem in children: the mediating role of visual acuity
Sign Up to like & getrecommendations! Published in 2025 at "Frontiers in Psychology"
DOI: 10.3389/fpsyg.2025.1539278
Abstract: Purpose This study aimed to investigate the effects of physical exercise incorporating additional visual tasks on self-esteem and visual acuity in children aged 11–12. Specifically, it explored the relationship between self-esteem and visual acuity and… read more here.
Keywords: visual acuity; self esteem; visual tasks; exercise ... See more keywords
Determining Work-Rest Schedules for Visual Tasks That Use Optical Head-Mounted Displays Based on Visual Fatigue and Visually Induced Motion Sickness Recovery
Sign Up to like & getrecommendations! Published in 2023 at "International Journal of Environmental Research and Public Health"
DOI: 10.3390/ijerph20031880
Abstract: This study aimed to determine work-rest schedules for visual tasks of different lengths by evaluating visual fatigue and visually induced motion sickness (VIMS) using an optical head-mounted display (OHMD). Thirty participants were recruited to perform… read more here.
Keywords: visual fatigue; work rest; fatigue; visual tasks ... See more keywords
Visual homogeneity computations in the brain enable solving property-based visual tasks
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DOI: 10.7554/elife.93033
Abstract: Most visual tasks involve looking for specific object features. But we also often perform property-based tasks where we look for specific property in an image, such as finding an odd item, deciding if two items… read more here.
Keywords: brain; property; visual tasks; visual homogeneity ... See more keywords