Karan Samel

15 papers A* 4B 2Journal 6Unranked 2
YearRankTypeTitle / Venue / Authors
2025 — conf
Interpretable Neural Networks Reveal Gene Interactions Underlying Autoimmune Disease Risk.
BCB
Monica Isgut, Andrew Hornback, Karan Samel, Logan Gloster, Neha Jain, Kyungbeom Kim, May Dongmei Wang
2025 J jnl
Leveraging Procedural Knowledge and Task Hierarchies for Efficient Instructional Video Pre-training.
CoRR
Karan Samel, Nitish Sontakke, Irfan Essa
2025 — —
Leveraging Structured Knowledge to Enable Efficient AI Assistants.
Karan Samel
2024 J jnl
Exploring Efficient Foundational Multi-modal Models for Video Summarization.
CoRR
Karan Samel, Apoorva Beedu, Nitish Sontakke, Irfan Essa
2024 J jnl
On the Efficacy of Text-Based Input Modalities for Action Anticipation.
CoRR
Apoorva Beedu, Karan Samel, Irfan Essa
2023 A* conf
End-to-End Query Term Weighting.
KDD
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
2023 — conf
GeneDAE: A Sparse Denoising Autoencoder for Deriving Interpretable Gene Embeddings.
Tiny Papers @ ICLR
Monica Isgut, Neha Jain, Andrew Hornback, Karan Samel, May Dongmei Wang
2023 B conf
Integrating Noisy Knowledge into Language Representations for E-Commerce Applications.
IEEE Big Data
Karan Samel, Jun Ma, Zhengyang Wang, Tong Zhao, Irfan Essa
2023 B conf
SST: Semantic and Structural Transformers for Hierarchy-aware Language Models in E-commerce.
IEEE Big Data
Karan Samel, Houyu Zhang, Jun Ma, Haoming Jiang, Qing Ping, Sheng Wang, Yi Xu, Belinda Zeng, Trishul Chilimbi
2022 J jnl
Learning Temporal Rules from Noisy Timeseries Data.
CoRR
Karan Samel, Zelin Zhao, Binghong Chen, Shuang Li, Dharmashankar Subramanian, Irfan Essa, Le Song
2021 J jnl
How to Design Sample and Computationally Efficient VQA Models.
CoRR
Karan Samel, Zelin Zhao, Binghong Chen, Kuan Wang, Robin Luo, Le Song
2021 A* conf
ProTo: Program-Guided Transformer for Program-Guided Tasks.
NeurIPS
Zelin Zhao, Karan Samel, Binghong Chen, Le Song
2021 J jnl
ProTo: Program-Guided Transformer for Program-Guided Tasks.
CoRR
Zelin Zhao, Karan Samel, Binghong Chen, Le Song
2021 A* conf
Scallop: From Probabilistic Deductive Databases to Scalable Differentiable Reasoning.
NeurIPS
Jiani Huang, Ziyang Li, Binghong Chen, Karan Samel, Mayur Naik, Le Song, Xujie Si
2018 A* conf
Active Deep Learning to Tune Down the Noise in Labels.
KDD
Karan Samel, Xu Miao