Karan Samel

According to our database, Karan Samel authored at least 11 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2024

Exploring Efficient Foundational Multi-modal Models for Video Summarization.

Karan Samel, Apoorva Beedu, Nitish Sontakke, Irfan Essa

CoRR, 2024

On the Efficacy of Text-Based Input Modalities for Action Anticipation.

Apoorva Beedu, Karan Samel, Irfan Essa

CoRR, 2024

2023

End-to-End Query Term Weighting.

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

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

GeneDAE: A Sparse Denoising Autoencoder for Deriving Interpretable Gene Embeddings.

Monica Isgut, Neha Jain, Andrew Hornback, Karan Samel, May Dongmei Wang

Proceedings of the First Tiny Papers Track at ICLR 2023, 2023

SST: Semantic and Structural Transformers for Hierarchy-aware Language Models in E-commerce.

Karan Samel, Houyu Zhang, Jun Ma, Haoming Jiang, Qing Ping, Sheng Wang, Yi Xu, Belinda Zeng, Trishul Chilimbi

Proceedings of the IEEE International Conference on Big Data, 2023

Integrating Noisy Knowledge into Language Representations for E-Commerce Applications.

Karan Samel, Jun Ma, Zhengyang Wang, Tong Zhao, Irfan Essa

Proceedings of the IEEE International Conference on Big Data, 2023

2022

Learning Temporal Rules from Noisy Timeseries Data.

Karan Samel, Zelin Zhao, Binghong Chen, Shuang Li, Dharmashankar Subramanian, Irfan Essa, Le Song

CoRR, 2022

2021

How to Design Sample and Computationally Efficient VQA Models.

Karan Samel, Zelin Zhao, Binghong Chen, Kuan Wang, Robin Luo, Le Song

CoRR, 2021

ProTo: Program-Guided Transformer for Program-Guided Tasks.

Zelin Zhao, Karan Samel, Binghong Chen, Le Song

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Scallop: From Probabilistic Deductive Databases to Scalable Differentiable Reasoning.

Jiani Huang, Ziyang Li, Binghong Chen, Karan Samel, Mayur Naik, Le Song, Xujie Si

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2018

Active Deep Learning to Tune Down the Noise in Labels.

Karan Samel, Xu Miao

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018