Search Results for author: Piper Wolters

Found 5 papers, 2 papers with code

Zooming Out on Zooming In: Advancing Super-Resolution for Remote Sensing

1 code implementation29 Nov 2023 Piper Wolters, Favyen Bastani, Aniruddha Kembhavi

Super-Resolution for remote sensing has the potential for huge impact on planet monitoring by producing accurate and realistic high resolution imagery on a frequent basis and a global scale.

Super-Resolution

SatlasPretrain: A Large-Scale Dataset for Remote Sensing Image Understanding

1 code implementation ICCV 2023 Favyen Bastani, Piper Wolters, Ritwik Gupta, Joe Ferdinando, Aniruddha Kembhavi

Remote sensing images are useful for a wide variety of planet monitoring applications, from tracking deforestation to tackling illegal fishing.

Time Series Time Series Analysis

Proposal-based Few-shot Sound Event Detection for Speech and Environmental Sounds with Perceivers

no code implementations28 Jul 2021 Piper Wolters, Logan Sizemore, Chris Daw, Brian Hutchinson, Lauren Phillips

Many applications involve detecting and localizing specific sound events within long, untrimmed documents, including keyword spotting, medical observation, and bioacoustic monitoring for conservation.

Event Detection Keyword Spotting +2

A Study of Few-Shot Audio Classification

no code implementations2 Dec 2020 Piper Wolters, Chris Careaga, Brian Hutchinson, Lauren Phillips

In this research, we address two audio classification tasks (speaker identification and activity classification) with the Prototypical Network few-shot learning algorithm, and assess performance of various encoder architectures.

Audio Classification BIG-bench Machine Learning +3

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