Revisiting Deep Subspace Alignment for Unsupervised Domain Adaptation

no code implementations • 5 Jan 2022 • Kowshik Thopalli, Jayaraman J Thiagarajan, Rushil Anirudh, Pavan K Turaga

In contrast to existing adversarial training-based DA methods, our approach isolates feature learning and distribution alignment steps, and utilizes a primary-auxiliary optimization strategy to effectively balance the objectives of domain invariance and model fidelity.

Representation Learning Unsupervised Domain Adaptation