AdvRF couples a category-supervised retrieval model with a reconstruction model in an adversarial feedback loop, distills the reconstruction model's features into retrieval embeddings, and reports SOTA retrieval accuracy on four standard benchmarks.
A unifying mutual information view of metric learn- ing: Cross-entropy vs
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Adversarial Reconstruction Feedback for Robust Fine-grained Generalization
AdvRF couples a category-supervised retrieval model with a reconstruction model in an adversarial feedback loop, distills the reconstruction model's features into retrieval embeddings, and reports SOTA retrieval accuracy on four standard benchmarks.