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About ComputerVisionFoundation Videos
Videos for the various CVF co-spnsored conferences on computer vision, e.g. CVPR and ICCV, with per-conference playlists.
Recent Videos from ComputerVisionFoundation Videos
Clean-Label Backdoor Attacks on Video Recognition Models
Authors: Shihao Zhao, Xingjun Ma, Xiang Zheng, James Bailey, Jingjing Chen, Yu-Gang Jiang
Deep neural networks (DNNs) are vulnerable to backdoor attacks which can hide backdoor triggers in DNNs by poisoning training data. A backdoored model behaves normally on clean test images, yet consistently p… Robust Superpixel-Guided Attentional Adversarial Attack
Authors: Xiaoyi Dong, Jiangfan Han, Dongdong Chen, Jiayang Liu, Huanyu Bian, Zehua Ma, Hongsheng Li, Xiaogang Wang, Weiming Zhang, Nenghai Yu
Deep Neural Networks are vulnerable to adversarial samples, which can fool classifiers by adding small perturbations onto the original image. Since the pion… Look-Into-Object: Self-Supervised Structure Modeling for Object Recognition
Authors: Mohan Zhou, Yalong Bai, Wei Zhang, Tiejun Zhao, Tao Mei
Most object recognition approaches predominantly focus on learning discriminative visual patterns, while overlooking the holistic object structure. Though important, structure modeling usually requires significant manual annotations …
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