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 | 49 | 2021 |
Proto: Program-guided transformer for program-guided tasks Z Zhao, K Samel, B Chen Advances in neural information processing systems 34, 17021-17036, 2021 | 34 | 2021 |
Active learning to reduce noise in labels K Samel, X Miao, Z Zhang, M Iida, M Nagendraprasad US Patent App. 16/418,848, 2019 | 28 | 2019 |
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 | 16 | 2020 |
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 | 8 | 2018 |
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 | 2 | 2022 |
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 | 2 | 2021 |
Predicting advertisement clicks using deep networks: Interpreting deep learning models K Samel The Journal of Purdue Undergraduate Research 7 (1), 8, 2017 | 2 | 2017 |
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 |
Exploring Efficient Foundational Multi-modal Models for Video Summarization K Samel, A Beedu, N Sontakke, I Essa | | |
Abductive Visual Question Answering for Label Efficient Learning K Samel, B Chen, L Song | | |