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Contextual Diversity for Active Learning


Aug 13, 2020
Sharat Agarwal, Himanshu Arora, Saket Anand, Chetan Arora

* A variant of this report is accepted in ECCV 2020 

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Dissecting Deep Networks into an Ensemble of Generative Classifiers for Robust Predictions


Jun 18, 2020
Lokender Tiwari, Anish Madan, Saket Anand, Subhashis Banerjee

* Demo code available at https://github.com/lokender/REGroup 

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DGSAC: Density Guided Sampling and Consensus


Jun 03, 2020
Lokender Tiwari, Saket Anand

* Working article 

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GraCIAS: Grassmannian of Corrupted Images for Adversarial Security


May 07, 2020
Ankita Shukla, Pavan Turaga, Saket Anand

* 16 pages 

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Automatic Detection and Recognition of Individuals in Patterned Species


May 06, 2020
Gullal Singh Cheema, Saket Anand

* 12 pages, ECML-PKDD 2017 

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Pseudo RGB-D for Self-Improving Monocular SLAM and Depth Prediction


Apr 22, 2020
Lokender Tiwari, Pan Ji, Quoc-Huy Tran, Bingbing Zhuang, Saket Anand, Manmohan Chandraker

* 24 pages 

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Intelligent Querying for Target Tracking in Camera Networks using Deep Q-Learning with n-Step Bootstrapping


Apr 20, 2020
Anil Sharma, Saket Anand, Sanjit K. Kaul

* Camera Selections for Target Tracking 

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Product of Orthogonal Spheres Parameterization for Disentangled Representation Learning


Jul 22, 2019
Ankita Shukla, Sarthak Bhagat, Shagun Uppal, Saket Anand, Pavan Turaga

* Accepted at British Machine Vision Conference (BMVC) 2019 

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Primate Face Identification in the Wild


Jul 03, 2019
Ankita Shukla, Gullal Singh Cheema, Saket Anand, Qamar Qureshi, Yadvendradev Jhala

* PRICAI 2019, The 16th Pacific Rim International Conference on Artificial Intelligence 
* arXiv admin note: text overlap with arXiv:1811.00743 

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Geometry of Deep Generative Models for Disentangled Representations


Feb 19, 2019
Ankita Shukla, Shagun Uppal, Sarthak Bhagat, Saket Anand, Pavan Turaga

* Accepted at ICVGIP, 2018 

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Unique Identification of Macaques for Population Monitoring and Control


Nov 02, 2018
Ankita Shukla, Gullal Singh Cheema, Saket Anand


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A Reinforcement Learning Approach to Target Tracking in a Camera Network


Jul 26, 2018
Anil Sharma, Prabhat Kumar, Saket Anand, Sanjit K. Kaul

* Accepted for presentation at Cognitive Vision Workshop with ICML-IJCAI-ECAI 2018 

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Semi-Supervised Clustering with Neural Networks


Jul 10, 2018
Ankita Shukla, Gullal Singh Cheema, Saket Anand

* 9 Pages 

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A Reinforcement Learning Approach to Jointly Adapt Vehicular Communications and Planning for Optimized Driving


Jul 10, 2018
Mayank K. Pal, Rupali Bhati, Anil Sharma, Sanjit K. Kaul, Saket Anand, P. B. Sujit

* 7 pages, 7 figures; Accepted as a conference paper at IEEE ITSC 2018 

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Disentangling Factors of Variation with Cycle-Consistent Variational Auto-Encoders


Apr 27, 2018
Ananya Harsh Jha, Saket Anand, Maneesh Singh, V. S. R. Veeravasarapu


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