Karan Samel

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 11

Top Topics

Top Venues

Publications

Apoorva Beedu, Karan Samel, Irfan Essa
On the Efficacy of Text-Based Input Modalities for Action Anticipation. CoRR (2024)
Karan Samel, Houyu Zhang, Jun Ma, Haoming Jiang, Qing Ping, Sheng Wang, Yi Xu, Belinda Zeng, Trishul Chilimbi
SST: Semantic and Structural Transformers for Hierarchy-aware Language Models in E-commerce. BigData (2023)
Karan Samel, Jun Ma, Zhengyang Wang, Tong Zhao, Irfan Essa
Integrating Noisy Knowledge into Language Representations for E-Commerce Applications. BigData (2023)
Monica Isgut, Neha Jain, Andrew Hornback, Karan Samel, May Dongmei Wang
GeneDAE: A Sparse Denoising Autoencoder for Deriving Interpretable Gene Embeddings. Tiny Papers @ ICLR (2023)
Karan Samel, Cheng Li, Weize Kong, Tao Chen, Mingyang Zhang, Shaleen Kumar Gupta, Swaraj Khadanga, Wensong Xu, Xingyu Wang, Kashyap Kolipaka, Michael Bendersky, Marc Najork
End-to-End Query Term Weighting. KDD (2023)
Karan Samel, Zelin Zhao, Binghong Chen, Shuang Li, Dharmashankar Subramanian, Irfan Essa, Le Song
Learning Temporal Rules from Noisy Timeseries Data. CoRR (2022)
Karan Samel, Zelin Zhao, Binghong Chen, Kuan Wang, Robin Luo, Le Song
How to Design Sample and Computationally Efficient VQA Models. CoRR (2021)
Jiani Huang, Ziyang Li, Binghong Chen, Karan Samel, Mayur Naik, Le Song, Xujie Si
Scallop: From Probabilistic Deductive Databases to Scalable Differentiable Reasoning. NeurIPS (2021)
Zelin Zhao, Karan Samel, Binghong Chen, Le Song
ProTo: Program-Guided Transformer for Program-Guided Tasks. NeurIPS (2021)
Zelin Zhao, Karan Samel, Binghong Chen, Le Song
ProTo: Program-Guided Transformer for Program-Guided Tasks. CoRR (2021)
Karan Samel, Xu Miao
Active Deep Learning to Tune Down the Noise in Labels. KDD (2018)