Machine-learning

A field of artificial intelligence that uses statistical techniques to give computer systems the ability to 'learn' from data without being explicitly programmed.

Primate Subsegment Sorting

2023-06-25

Binary subsegment presorting improves noisy primate sound classification.

Voronoi Data Augmentation

2023-02-24

VoronoiPatches improves CNN robustness via non-linear recombination augmentation.

RNN Memory Limits

2022-02-25

Investigated memory limits of RNNs in recalling uncorrelated sequences.

Primate Vocalization Classification

2021-03-04

Deep BiLSTM classifies primate vocalizations for acoustic wildlife monitoring.

Sound Anomaly Transfer

2021-03-02

Image nets detect acoustic anomalies in machinery via spectrograms.

Anomalous Sound Features

2021-03-01

Pretrained networks extract features for anomalous industrial sound detection.

Soccer Team Vectors

2020-03-01

STEVE learns soccer team embeddings from match data for analysis.

Neural Self-Replication

2019-07-01

Neural networks replicating weights, inspired by biology and artificial life.

Learned Trajectory Annotation

2018-11-01

Unsupervised autoencoder learns spatial context from trajectory data for annotation.