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Visual Uniqueness in Peer-to-Peer Marketplaces: Machine Learning Model Development, Validation, and Application

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Computational modelling of visual attention
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Self-organizing neural network that discovers surfaces in random-dot stereograms
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Visual object understanding
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The Moderating Effect of Perceived Risk on Consumers' Evaluations of Product Incongruity: Preference for the Norm: Table 1
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Deep Residual Learning for Image Recognition
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Momentum Contrast for Unsupervised Visual Representation Learning
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Spatiotemporal Contrastive Video Representation Learning
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Time-Contrastive Networks: Self-Supervised Learning from Video
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NIMA: Neural Image Assessment
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Measuring visual clutter
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Meaningful Brands from Meaningless Differentiation: The Dependence on Irrelevant Attributes
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Choosing Prediction Over Explanation in Psychology: Lessons From Machine Learning
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Gut Liking for the Ordinary: Incorporating Design Fluency Improves Automobile Sales Forecasts
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Eye Fixations on Advertisements and Memory for Brands: A Model and Findings
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Competitive Dynamics in the Sharing Economy: An Analysis in the Context of Airbnb and Hotels
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Letting Logos Speak: Leveraging Multiview Representation Learning for Data-Driven Branding and Logo Design
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Profitable Pricing When Market Segments Overlap
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The Role of Feedback in Dynamic Crowdsourcing Contests: A Structural Empirical Analysis
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What Makes a Good Image? Airbnb Demand Analytics Leveraging Interpretable Image Features
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Market Shifts in the Sharing Economy: The Impact of Airbnb on Housing Rentals
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The Effects of Products’ Aesthetic Design on Demand and Marketing-Mix Effectiveness: The Role of Segment Prototypicality and Brand Consistency
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Consumer-Based Brand Equity and Firm Risk
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The Space-to-Product Ratio Effect: How Interstitial Space Influences Product Aesthetic Appeal, Store Perceptions, and Product Preference
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Interactions of Top-Down and Bottom-Up Mechanisms in Human Visual Cortex
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Top-Down Influences of Spatial Attention in Visual Cortex
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Three-Stage Least Squares: Simultaneous Estimation of Simultaneous Equations
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Meaningful Brands from Meaningless Differentiation: The Dependence on Irrelevant Attributes
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Novelty, complexity, and hedonic value
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Object history value in the sharing economy
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An overview of gradient descent optimization algorithms
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Towards A Rigorous Science of Interpretable Machine Learning
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Representation Learning with Contrastive Predictive Coding
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Batch size (machine learning)
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Should you change your ad messaging or execution? It depends on brand age
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