Sotabase

Career

· Associate Professor, Thapar Institute of Engg and Tech (Current)2025–
· Professor (Assistant), Thapar University2017–
· Professor (Associate), Lovely Professional University2016–
· Associate Professor, Krishna Engineering College2015–2016
· Assistant Professor, GCET Greater Noida2009–2014
· S. Lecturer, IILM-AHL College of Engg and Tech.2005–2009
· Lecturer, Sharda Group of Institution, Agra2003–2005

Publications (81)

Self-Paced Learning for Latent Variable Models
Neural Information Processing Systems · 2010
1,562
cited
OBJ CUT
Computer Vision and Pattern Recognition · 2005
415
cited
P3 & Beyond: Solving Energies with Higher Order Cliques
2007 IEEE Conference on Computer Vision and Pattern Recognition · 2007
278
cited
Branch and Bound for Piecewise Linear Neural Network Verification
Journal of machine learning research · 2019
216
cited
Learning Layered Motion Segmentations of Video
Tenth IEEE International Conference on Computer Vision (ICCV'05) Volume 1 · 2005
214
cited
Hybrid Models for Learning to Branch
Neural Information Processing Systems · 2020
154
cited
Efficiently selecting regions for scene understanding
2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition · 2010
150
cited
Smooth Loss Functions for Deep Top-k Classification
International Conference on Learning Representations · 2018
127
cited
P³ & Beyond: Move Making Algorithms for Solving Higher Order Functions
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2009
119
cited
Efficient discriminative learning of parts-based models
IEEE International Conference on Computer Vision · 2009
112
cited
Learning specific-class segmentation from diverse data
Vision · 2011
95
cited
OBJCUT: Efficient Segmentation Using Top-Down and Bottom-Up Cues
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2010
94
cited
A Statistical Approach to Assessing Neural Network Robustness
International Conference on Learning Representations · 2018
92
cited
Dissimilarity Coefficient Based Weakly Supervised Object Detection
Computer Vision and Pattern Recognition · 2018
89
cited
Extending Pictorial Structures for Object Recognition
British Machine Vision Conference · 2004
89
cited
In Defense of the Unitary Scalarization for Deep Multi-Task Learning
Neural Information Processing Systems · 2022
86
cited
Piecewise Linear Neural Network verification: A comparative study
arXiv.org · 2017
74
cited
Neural Network Branching for Neural Network Verification
International Conference on Learning Representations · 2019
71
cited
Training Neural Networks for and by Interpolation
International Conference on Machine Learning · 2019
69
cited
Scaling the Convex Barrier with Active Sets
International Conference on Learning Representations · 2021
67
cited
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M Pawan Kumar | Researcher Profile | Sotabase | Sotabase