no code implementations • 27 Nov 2021 • Morteza Rezanejad, Babak Samari, Elham Karimi, Ioannis Rekleitis, Gregory Dudek, Kaleem Siddiqi
In topology matching between two given maps and their AOF skeletons, we first find correspondences between points on the AOF skeletons of two different environments.
no code implementations • CVPR 2020 • Chu Wang, Babak Samari, Vladimir G. Kim, Siddhartha Chaudhuri, Kaleem Siddiqi
Affinity graphs are widely used in deep architectures, including graph convolutional neural networks and attention networks.
no code implementations • 27 May 2019 • Chu Wang, Babak Samari, Vladimir Kim, Siddhartha Chaudhuri, Kaleem Siddiqi
Thus far the learning of attention weights has been driven solely by the minimization of task specific loss functions.
1 code implementation • ECCV 2018 • Chu Wang, Babak Samari, Kaleem Siddiqi
In the present article, we propose to overcome this limitation by using spectral graph convolution on a local graph, combined with a novel graph pooling strategy.
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