Learning with Less Labels

Abstract

This final technical report summarizes Embedded Intelligences research and development efforts on the DARPA Learning with Less Labeling (LwLL) program. It includes detailed documentation of the major methodologies that were researched and developed, quantitative results from both internal development experiments and independent Government evaluations, as well as key insights gained from analyzing those results.

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Document Details

Document Type
Technical Report
Publication Date
Apr 03, 2023
Accession Number
AD1197811

Entities

People

  • Bryant Menn
  • Yiftach Eisenberg

Tags

Communities of Interest

  • Autonomy
  • Energy and Power Technologies

DTIC Thesaurus Topics

  • Air Force
  • Air Force Research Laboratories
  • Aircrafts
  • Artificial Intelligence Software
  • Automata Theory
  • Consistency
  • Convolutional Neural Networks
  • Detection
  • Dimensionality Reduction
  • Failure Mode And Effect Analysis
  • Governments
  • Image Classification
  • Information Processing
  • Information Systems
  • Jet Propulsion
  • Machine Learning
  • Network Science
  • Neural Networks
  • Pattern Recognition
  • Standards
  • Supervised Machine Learning
  • Unmanned Aerial Vehicles

Fields of Study

  • Computer science

Readers

  • Business Analytics
  • Neural Network Machine Learning.