LEARN: Label-Efficient Active Resilient Networks

Abstract

The LEARN LwLL team conducted fundamental research on Zero-shot Image Classification, Few-Shot Image Classification, Few-Shot Object Detection, Few-Shot Video Classification, Few-Shot Machine Translation, and on Data-Efficient Fine-Tuning for Image Classification. Significant results were found across many research areas leading to improved performance on established benchmarks.

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Document Details

Document Type
Technical Report
Publication Date
Nov 08, 2023
Accession Number
AD1214545

Entities

People

  • Trevor Darrell

Organizations

  • University of California Regents

Tags

Fields of Study

  • Computer science

Readers

  • Computer Vision.
  • Neural Network Machine Learning.

Technology Areas

  • AI & ML
  • AI & ML - Neural Networks