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Perceptual learning refers to performance improvements in perceptual tasks after practice or training in the task. It occurs in almost all visual tasks, ranging from simple feature detection to complex scene analysis. In this Review, we focus on key behavioral aspects of visual perceptual learning.
1 sty 2022 · In this paper, we present a detailed overview of the latest trends in research pertaining to visual and language modalities. We look at its applications in their task formulations and how to solve various problems related to semantic perception and content generation.
7 wrz 2023 · Recent advances in large-scale, task-agnostic vision-language pre-trained models, which are learned with billions of samples, have shed new light on this problem. In this study, we investigate how to efficiently transfer aligned visual and textual knowledge for downstream visual recognition tasks.
20 lut 2015 · Identifying students’ learning styles has been found to be a significant factor for planning effective instruction. Also, visuals have been proven to be a learning enhancer if it is connected to the learning styles.
By “phenomenology” or “phenomenal experience,” we mean the first-person, subjective, conscious experience an observer has of a visual stimulus. We are interested here in the experience of the properties of that stimulus, for example its contrast, color, or shape.
1 gru 2022 · Researchers use chart visualization to represent learner learning behaviors, and chart visualization can visually explain learners’ learning patterns. Temporal visualizations are popular in showing learner learning behaviors over time because it maximizes the explanation of learner learning habits.
6 sty 2021 · Inspired by the latest empirical neuroscience evidence and perceptual learning theory, we have proposed a multi-level model of visual complexity, taking into account both local and global features. Our final regression model based on only three predictors can explain 92% of the variance in shape complexities determined by human subjects.
