Official implementation for TTT++: When Does Self-supervised Test-time Training Fail or Thrive

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Deep Learningttt-plus-plus
Overview

TTT++

This is an official implementation for TTT++: When Does Self-supervised Test-time Training Fail or Thrive?

TL;DR: Online Feature Alignment + Strong Self-supervised Learner 🡲 Robust Test-time Adaptation

  • Insights: limitations and potential of test-time training
  • Results: state-of-the-art on various robustness benchmarks

Code will be fully released in December 2021.

Owner
VITA lab at EPFL
Visual Intelligence for Transportation
VITA lab at EPFL
GitHub Repository
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