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cs.CV2025
CSCO: Connectivity Search of Convolutional Operators
Tunhou Zhang, Shiyu Li, Hsin-Pai Cheng +3
Exploring dense connectivity of convolutional operators establishes critical "synapses" to communicate feature vectors from different levels and enriches the set of transformations…
cs.CV2024
SD-NAE: Generating Natural Adversarial Examples with Stable Diffusion
Yueqian Lin, Jingyang Zhang, Yiran Chen +1
Natural Adversarial Examples (NAEs), images arising naturally from the environment and capable of deceiving classifiers, are instrumental in robustly evaluating and identifying vul…