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Mini-batch graphs for robust image classification


Apr 22, 2021
Arnab Kumar Mondal, Vineet Jain, Kaleem Siddiqi


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Group Equivariant Deep Reinforcement Learning


Jul 01, 2020
Arnab Kumar Mondal, Pratheeksha Nair, Kaleem Siddiqi

* Presented at the ICML 2020 Workshop on Inductive Biases, Invariances and Generalization in RL 

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Appearance Shock Grammar for Fast Medial Axis Extraction from Real Images


Apr 06, 2020
Charles-Olivier Dufresne Camaro, Morteza Rezanejad, Stavros Tsogkas, Kaleem Siddiqi, Sven Dickinson

* Accepted to CVPR 2020 

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Affinity Graph Supervision for Visual Recognition


Mar 19, 2020
Chu Wang, Babak Samari, Vladimir G. Kim, Siddhartha Chaudhuri, Kaleem Siddiqi


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Dominant Set Clustering and Pooling for Multi-View 3D Object Recognition


Jun 04, 2019
Chu Wang, Marcello Pelillo, Kaleem Siddiqi

* British Machine Vision Conference 2017 

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FAN: Focused Attention Networks


Jun 01, 2019
Chu Wang, Babak Samari, Vladimir Kim, Siddhartha Chaudhuri, Kaleem Siddiqi


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DeepFlux for Skeletons in the Wild


Nov 30, 2018
Yukang Wang, Yongchao Xu, Stavros Tsogkas, Xiang Bai, Sven Dickinson, Kaleem Siddiqi

* 10 pages 

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Scene Categorization from Contours: Medial Axis Based Salience Measures


Nov 26, 2018
Morteza Rezanejad, Gabriel Downs, John Wilder, Dirk B. Walther, Allan Jepson, Sven Dickinson, Kaleem Siddiqi


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White matter fiber analysis using kernel dictionary learning and sparsity priors


Apr 15, 2018
Kuldeep Kumar, Kaleem Siddiqi, Christian Desrosiers


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Local Spectral Graph Convolution for Point Set Feature Learning


Mar 15, 2018
Chu Wang, Babak Samari, Kaleem Siddiqi


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