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cs.CV2024
A Greedy Hierarchical Approach to Whole-Network Filter-Pruning in CNNs
Kiran Purohit, Anurag Reddy Parvathgari, Sourangshu Bhattacharya
Deep convolutional neural networks (CNNs) have achieved impressive performance in many computer vision tasks. However, their large model sizes require heavy computational resources…
cs.CV2020
Scalable Backdoor Detection in Neural Networks
Haripriya Harikumar, Vuong Le, Santu Rana +3
Recently, it has been shown that deep learning models are vulnerable to Trojan attacks, where an attacker can install a backdoor during training time to make the resultant model mi…