Search Results for author: Hassan Mahmood

Found 3 papers, 2 papers with code

Towards Effective Multi-Label Recognition Attacks via Knowledge Graph Consistency

no code implementations11 Jul 2022 Hassan Mahmood, Ehsan Elhamifar

We show that the naive extensions of multi-class attacks to the multi-label setting lead to violating label relationships, modeled by a knowledge graph, and can be detected using a consistency verification scheme.

Multi-Label Learning

Exploring Intensity Invariance in Deep Neural Networks for Brain Image Registration

2 code implementations21 Sep 2020 Hassan Mahmood, Asim Iqbal, Syed Mohammed Shamsul Islam

We find a performance degradation of these models when brain image pairs with different intensity distribution are presented even with similar structures.

Image Registration

Rethinking Table Recognition using Graph Neural Networks

5 code implementations31 May 2019 Shah Rukh Qasim, Hassan Mahmood, Faisal Shafait

In this paper, we propose an architecture based on graph networks as a better alternative to standard neural networks for table recognition.

Table Recognition

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