Articles with public access mandates - Parag SinglaLearn more
Available somewhere: 18
Unifying logical and statistical AI
P Domingos, D Lowd, S Kok, A Nath, H Poon, M Richardson, P Singla
Proceedings of the 31st Annual ACM/IEEE Symposium on Logic in Computer …, 2016
Mandates: US National Science Foundation
A primal dual formulation for deep learning with constraints
Y Nandwani, A Pathak, P Singla
Advances in neural information processing systems 32, 2019
Mandates: US Department of Defense
Unsupervised Alignment of Actions in Video with Text Descriptions.
YC Song, I Naim, A Al Mamun, K Kulkarni, P Singla, J Luo, D Gildea, ...
IJCAI, 2025-2031, 2016
Mandates: US National Science Foundation
Scalable training of Markov logic networks using approximate counting
S Sarkhel, D Venugopal, T Pham, P Singla, V Gogate
Proceedings of the AAAI Conference on Artificial Intelligence 30 (1), 2016
Mandates: US National Science Foundation
Domain-size aware Markov logic networks
H Mittal, A Bhardwaj, V Gogate, P Singla
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019
Mandates: US National Science Foundation, US Department of Defense
Constrained BERT BiLSTM CRF for understanding multi-sentence entity-seeking questions
D Contractor, B Patra, P Singla
Natural Language Engineering 27 (1), 65-87, 2021
Mandates: US Department of Defense
A solver-free framework for scalable learning in neural ilp architectures
Y Nandwani, R Ranjan, P Singla
Advances in Neural Information Processing Systems 35, 7972-7986, 2022
Mandates: US Department of Defense
FlexAE: Flexibly learning latent priors for wasserstein auto-encoders
AK Mondal, H Asnani, P Singla, AP Prathosh
Uncertainty in Artificial Intelligence, 525-535, 2021
Mandates: US Department of Defense
Transfer learning for related languages: Submissions to the WMT20 similar language translation task
L Madaan, S Sharma, P Singla
Proceedings of the Fifth Conference on Machine Translation, 402-408, 2020
Mandates: US Department of Defense
Learning neuro-symbolic programs for language guided robot manipulation
K Namasivayam, H Singh, V Bindal, A Tuli, V Agrawal, R Jain, P Singla, ...
2023 IEEE International Conference on Robotics and Automation (ICRA), 7973-7980, 2023
Mandates: US Department of Defense
Oxkbc: Outcome explanation for factorization based knowledge base completion
Y Nandwani, A Gupta, A Agrawal, MS Chauhan, P Singla
Automated Knowledge Base Construction, 2020
Mandates: US Department of Defense
Fine grained weight learning in markov logic networks
H Mittal, SS Singh, V Gogate, P Singla
Proc. of IJCAI-16 Wkshp. on Statistical Relational AI, 2016
Mandates: US National Science Foundation
Symnet 2.0: Effectively handling non-fluents and actions in generalized neural policies for rddl relational mdps
V Sharma, D Arora, F Geißer, P Singla
Uncertainty in Artificial Intelligence, 1771-1781, 2022
Mandates: US Department of Defense
scRAE: deterministic regularized autoencoders with flexible priors for clustering single-cell gene expression data
AK Mondal, H Asnani, P Singla, AP Prathosh
IEEE/ACM Transactions on Computational Biology and Bioinformatics 19 (5 …, 2021
Mandates: US Department of Defense
CVC4-SymBreak: derived SMT solver at SMT competition 2019
S Dingliwal, R Agarwal, H Mittal, P Singla
CoRR, abs/1908.00860, 2019
Mandates: US National Science Foundation, US Department of Defense
Exploiting test time evidence to improve predictions of deep neural networks
D Khandelwal, S Agrawal, P Singla, C Arora
CoRR, 2018
Mandates: US Department of Defense
Image Manipulation via Neuro-Symbolic Networks
H Singh, P Garg, M Gupta, K Shah, AK Mondal, D Khandelwal, P Singla, ...
NeurIPS 2022 Workshop on Neuro Causal and Symbolic AI (nCSI), 2022
Mandates: US Department of Defense
Learning Higher Order Potentials For MRFs
D Khandelwal, P Singla, C Arora
2018 IEEE Winter Conference on Applications of Computer Vision (WACV), 812-820, 2018
Mandates: US Department of Defense
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