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Found 6 papers, 4 papers with code
MOUNTAINEER: Topology-Driven Visual Analytics for Comparing Local Explanations
In the second, we demonstrate how the tool can be used to compare and understand ML models themselves.
ARTiST: Automated Text Simplification for Task Guidance in Augmented Reality
Text presented in augmented reality provides in-situ, real-time information for users.
Granularity at Scale: Estimating Neighborhood Socioeconomic Indicators from High-Resolution Orthographic Imagery and Hybrid Learning
Many areas of the world are without basic information on the socioeconomic well-being of the residing population due to limitations in existing data collection methods.
Calibrate: Interactive Analysis of Probabilistic Model Output
Calibrate constructs a reliability diagram that is resistant to drawbacks in traditional approaches, and allows for interactive subgroup analysis and instance-level inspection.
Urban Rhapsody: Large-scale exploration of urban soundscapes
Noise is one of the primary quality-of-life issues in urban environments.
A Study on Robustness to Perturbations for Representations of Environmental Sound
To accomplish this, we imitate channel effects by injecting perturbations to the audio signal and measure the shift in the new (perturbed) embeddings with three distance measures, making the evaluation domain-dependent but not task-dependent.
