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Robust and accurate object detection via adversarial learning

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Adversarial Reconstruction Feedback for Robust Fine-grained Generalization

cs.CV · 2025-07-29 · conditional · novelty 7.0

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.

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  • Adversarial Reconstruction Feedback for Robust Fine-grained Generalization cs.CV · 2025-07-29 · conditional · none · ref 4

    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.