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Karan Samel
Karan Samel
Machine Learning PhD Student, Georgia Tech
Zweryfikowany adres z gatech.edu - Strona główna
Tytuł
Cytowane przez
Cytowane przez
Rok
Scallop: From probabilistic deductive databases to scalable differentiable reasoning
J Huang, Z Li, B Chen, K Samel, M Naik, L Song, X Si
Advances in Neural Information Processing Systems 34, 25134-25145, 2021
452021
Proto: Program-guided transformer for program-guided tasks
Z Zhao, K Samel, B Chen
Advances in neural information processing systems 34, 17021-17036, 2021
282021
Active learning to reduce noise in labels
K Samel, X Miao, Z Zhang, M Iida, M Nagendraprasad
US Patent App. 16/418,848, 2019
282019
Framework for building and sharing machine learning components
Z Zhang, K Samel, X Miao, M Nagendraprasad, A Ankit, A Mohammed, ...
US Patent App. 16/213,981, 2020
152020
Active deep learning to tune down the noise in labels
K Samel, X Miao
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge …, 2018
82018
Learning temporal rules from noisy timeseries data
K Samel, Z Zhao, B Chen, S Li, D Subramanian, I Essa, L Song
arXiv preprint arXiv:2202.05403, 2022
22022
How to design sample and computationally efficient vqa models
K Samel, Z Zhao, B Chen, K Wang, R Luo, L Song
arXiv preprint arXiv:2103.11537, 2021
22021
Predicting advertisement clicks using deep networks: Interpreting deep learning models
K Samel
The Journal of Purdue Undergraduate Research 7 (1), 8, 2017
22017
On the Efficacy of Text-Based Input Modalities for Action Anticipation
A Beedu, K Samel, I Essa
arXiv preprint arXiv:2401.12972, 2024
2024
SST: Semantic and Structural Transformers for Hierarchy-aware Language Models in E-commerce
K Samel, H Zhang, J Ma, H Jiang, Q Ping, S Wang, Y Xu, B Zeng, ...
2023 IEEE International Conference on Big Data (BigData), 838-846, 2023
2023
Integrating Noisy Knowledge into Language Representations for E-Commerce Applications
K Samel, J Ma, Z Wang, T Zhao, I Essa
2023 IEEE International Conference on Big Data (BigData), 548-553, 2023
2023
End-to-End Query Term Weighting
K Samel, C Li, W Kong, T Chen, M Zhang, S Gupta, S Khadanga, W Xu, ...
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023
2023
GeneDAE: A Sparse Denoising Autoencoder for Deriving Interpretable Gene Embeddings
M Isgut, N Jain, A Hornback, K Samel, MD Wang
2023
Knowledge Relevance BERT: Integrating Noisy Knowledge into Language Representation
K Samel, J Ma, Z Wang, T Zhao, I Essa
KnowledgeNLP AAAI'23, 2022
2022
Composite event estimation through temporal logic
KM Samel, D Subramanian
US Patent App. 17/235,900, 2022
2022
Neural Temporal Logic Programming
K Samel, Z Zhao, B Chen, S Li, D Subramanian, I Essa, L Song
2021
Abductive Visual Question Answering for Label Efficient Learning
K Samel, B Chen, L Song
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