Kumar, Vipin

17 publications

NeurIPSW 2020 Deep Learning Initialized Phase Retrieval Raunak Manekar, Zhong Zhuang, Kshitij Tayal, Vipin Kumar, Ju Sun

NeurIPSW 2020 Unlocking Inverse Problems Using Deep Learning: Breaking Symmetries in Phase Retrieval Kshitij Tayal, Chieh-Hsin Lai, Raunak Manekar, Zhong Zhuang, Vipin Kumar, Ju Sun

IJCAI 2019 Recurrent Generative Networks for Multi-Resolution Satellite Data: An Application in Cropland Monitoring Xiaowei Jia, Mengdie Wang, Ankush Khandelwal, Anuj Karpatne, Vipin Kumar

AAAI 2016 Understanding Dominant Factors for Precipitation over the Great Lakes Region Soumyadeep Chatterjee, Stefan Liess, Arindam Banerjee, Vipin Kumar

IJCAI 2015 Clustering Dynamic Spatio-Temporal Patterns in the Presence of Noise and Missing Data Xi C. Chen, James H. Faghmous, Ankush Khandelwal, Vipin Kumar

ECML-PKDD 2015 Response-Guided Community Detection: Application to Climate Index Discovery Gonzalo A. Bello, Michael P. Angus, Navya Pedemane, Jitendra K. Harlalka, Fredrick H. M. Semazzi, Vipin Kumar, Nagiza F. Samatova

AAAI 2014 Spatio-Temporal Consistency as a Means to Identify Unlabeled Objects in a Continuous Data Field James H. Faghmous, Hung Nguyen, Matthew Le, Vipin Kumar

AAAI 2013 Multiple Hypothesis Object Tracking for Unsupervised Self-Learning: An Ocean Eddy Tracking Application James H. Faghmous, Muhammed Uluyol, Luke Styles, Matthew Le, Varun Mithal, Shyam Boriah, Vipin Kumar

AAAI 2012 A Novel and Scalable Spatio-Temporal Technique for Ocean Eddy Monitoring James H. Faghmous, Yashu Chamber, Shyam Boriah, Frode Vikebø, Stefan Liess, Michel dos Santos Mesquita, Vipin Kumar

IJCAI 2011 Classification of Emerging Extreme Event Tracks in Multivariate Spatio-Temporal Physical Systems Using Dynamic Network Structures: Application to Hurricane Track Prediction Huseyin Sencan, Zhengzhang Chen, William Hendrix, Tatdow Pansombut, Fredrick H. M. Semazzi, Alok N. Choudhary, Vipin Kumar, Anatoli V. Melechko, Nagiza F. Samatova

AAAI 1991 Depth-First Versus Best-First Search Nageshwara Rao Vempaty, Vipin Kumar, Richard E. Korf

AAAI 1988 Parallel Best-First Search of State-Space Graphs: A Summary of Results Vipin Kumar, K. Ramesh, V. Nageshwara Rao

AAAI 1987 A Parallel Implementation of Iterative-Deepening-A* V. Nageshwara Rao, Vipin Kumar, K. Ramesh

AAAI 1984 A General Bottom-up Procedure for Searching And/Or Graphs Vipin Kumar

AAAI 1983 The Composite Decision Process: A Unifying Formulation for Heuristic Search, Dynamic Programming and Branch & Bound Procedures Vipin Kumar, Laveen N. Kanal

AAAI 1982 A General Paradigm for A.I. Search Procedures Dana S. Nau, Vipin Kumar, Laveen N. Kanal

IJCAI 1981 Branch & Bound Formulation for Sequential and Parallel Game Tree Searching: Preliminary Results Laveen N. Kanal, Vipin Kumar