DataFunTalk
Nov 17, 2022 · Artificial Intelligence
Enhance the Visual Representation via Discrete Adversarial Training
The Alibaba AAIG team proposes Discrete Adversarial Training (DAT), which leverages VQGAN‑based discretization to generate natural‑looking adversarial samples that improve visual representation robustness and transferability across classification, self‑supervised learning, and object detection tasks without sacrificing accuracy, achieving new state‑of‑the‑art results on multiple benchmarks.
adversarial trainingcomputer visiondiscrete adversarial training
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