Karan Goel

Most-cited papers

On the Opportunities and Risks of Foundation Models
Rishi Bommasani, Drew A. Hudson, E. Adeli, R. Altman +110 more
2021arXiv.org7,622 citations
Semantic Scholar
Efficiently Modeling Long Sequences with Structured State Spaces
Albert Gu, Karan Goel, Christopher Ré
2021International Conference on Learning Representations4,573 citations
Semantic Scholar
Combining Recurrent, Convolutional, and Continuous-time Models with Linear State-Space Layers
Albert Gu, Isys Johnson, Karan Goel, Khaled Kamal Saab +3 more
2021Neural Information Processing Systems1,304 citations
Semantic Scholar
On the Parameterization and Initialization of Diagonal State Space Models
Albert Gu, Ankit Gupta, Karan Goel, Christopher Ré
2022Neural Information Processing Systems704 citations Open access
Semantic Scholar
It's Raw! Audio Generation with State-Space Models
Karan Goel, Albert Gu, Chris Donahue, Christopher Ré
2022International Conference on Machine Learning276 citations
Semantic Scholar
S4ND: Modeling Images and Videos as Multidimensional Signals with State Spaces
Eric Nguyen, Karan Goel, Albert Gu, G. Downs +4 more
2022Neural Information Processing Systems267 citations
Semantic Scholar
Robustness Gym: Unifying the NLP Evaluation Landscape
Karan Goel, Nazneen Rajani, J. Vig, Samson Tan +5 more
2021North American Chapter of the Association for Computational Linguistics172 citations Open access
Semantic Scholar
Model Patching: Closing the Subgroup Performance Gap with Data Augmentation
Karan Goel, Albert Gu, Sharon Li, Christopher Ré
2020International Conference on Learning Representations132 citations
Semantic Scholar
Effectively Modeling Time Series with Simple Discrete State Spaces
Michael Zhang, Khaled Kamal Saab, Michael Poli, Tri Dao +2 more
2023International Conference on Learning Representations90 citations Open access
Semantic Scholar
Mandoline: Model Evaluation under Distribution Shift
Mayee F. Chen, Karan Goel, N. Sohoni, Fait Poms +2 more
2021International Conference on Machine Learning88 citations
Semantic Scholar
S4ND: Modeling Images and Videos as Multidimensional Signals Using State Spaces
Eric Nguyen, Karan Goel, Albert Gu, Gordon Downs +4 more
2022arXiv.org62 citations Open access
Semantic Scholar
Managing ML Pipelines: Feature Stores and the Coming Wave of Embedding Ecosystems
Laurel J. Orr, Atindriyo Sanyal, Xiao Ling, Karan Goel +1 more
2021Proceedings of the VLDB Endowment32 citations
Semantic Scholar
SummVis: Interactive Visual Analysis of Models, Data, and Evaluation for Text Summarization
J. Vig, Wojciech Kryscinski, Karan Goel, Nazneen Rajani
2021Annual Meeting of the Association for Computational Linguistics26 citations Open access
Semantic Scholar
Learning Procedural Abstractions and Evaluating Discrete Latent Temporal Structure
Karan Goel, Emma Brunskill
2018International Conference on Learning Representations16 citations
Semantic Scholar
Personalized Benchmarking with the Ludwig Benchmarking Toolkit
A. Narayan, Piero Molino, Karan Goel, Willie Neiswanger +1 more
2021NeurIPS Datasets and Benchmarks11 citations
Semantic Scholar
Development and Validation of a Machine Learning System to Identify Reflux Events in Esophageal 24-Hour pH/Impedance Studies
Margaret J. Zhou, Thomas A. Zikos, Karan Goel, Kabir Goel +9 more
2023Clinical and Translational Gastroenterology10 citations Open access
Semantic Scholar
Octopus: A Framework for Cost-Quality-Time Optimization in Crowdsourcing
Karan Goel, Shreyaa Rajpal, M. Mausam
2017AAAI Conference on Human Computation & Crowdsourcing10 citations Open access
Semantic Scholar
Sample Efficient Policy Search for Optimal Stopping Domains
Karan Goel, Christoph Dann, Emma Brunskill
2017International Joint Conference on Artificial Intelligence10 citations Open access
Semantic Scholar
Data Management Opportunities for Foundation Models
Laurel J. Orr, Karan Goel, Christopher Ré, Stanford
2022Conference on Innovative Data Systems Research7 citations
Semantic Scholar
Goodwill Hunting: Analyzing and Repurposing Off-the-Shelf Named Entity Linking Systems
Karan Goel, Laurel J. Orr, Nazneen Rajani, J. Vig +1 more
2021North American Chapter of the Association for Computational Linguistics6 citations Open access
Semantic Scholar
PLOTS: Procedure Learning from Observations using Subtask Structure
Tong Mu, Karan Goel, Emma Brunskill
2019Adaptive Agents and Multi-Agent Systems3 citations Open access
Semantic Scholar
Shared Autonomy for an Interactive AI System
Sharon Zhou, Tong Mu, Karan Goel, Michael S. Bernstein +1 more
2018ACM Symposium on User Interface Software and Technology3 citations Open access
Semantic Scholar
It's just a matter of perspective(s): Crowd-Powered Consensus Organization of Corpora
Ayush Jain, Joon Young Seo, Karan Goel, Andrew Kuznetsov +2 more
2016arXiv.org2 citations
Semantic Scholar
Plug-and-Play Representation Learning of Documents for Pre-trained Models
Niladri S. Chatterji, Annie S. Chen, Kathleen A. Creel, Jared Quincy +3 more
20220 citations
Semantic Scholar
Leveraging Large (Visual) Language Models for Robot 3D Scene Understanding
William Chen, Si-Yi Hu, Rajat Talak, Luca Carlone +114 more
20220 citations
Semantic Scholar
Elastic Weight Consolidation for Reduction of Catastrophic Forgetting in GPT-2
Rishi Bommasani, Drew A. Hudson, E. Adeli, Russ B. Altman +111 more
20220 citations
Semantic Scholar
538: A NOVEL MACHINE LEARNING ALGORITHM TO INTERPRET ESOPHAGEAL 24-HOUR PH/IMPEDANCE STUDIES
Margaret J. Zhou, Thomas A. Zikos, Karan Goel, Kabir Goel +8 more
2022Gastroenterology0 citations
Semantic Scholar
UATING DISCRETE LATENT TEMPORAL STRUCTURE
Karan Goel, Emma Brunskill
20190 citations
Semantic Scholar
Unsupervised Learning of Procedures from Demonstration Videos
Karan Goel
20180 citations
Semantic Scholar
Program 2 Tutor : Combining Automatic Curriculum Generation with Multi-Armed Bandits for Intelligent Tutoring Systems
Tong Mu, Karan Goel
20170 citations
Semantic Scholar
LightRR: A Lightweight Network for Single Image Reflection Removal
Ya-Chu Chang, Chia-Ni Lu, Chia-Chi Cheng, Wei-Chen +11 more
0 citations
Semantic Scholar