Goel, Karan

10 publications

ICLR 2023 Effectively Modeling Time Series with Simple Discrete State Spaces Michael Zhang, Khaled Kamal Saab, Michael Poli, Tri Dao, Karan Goel, Christopher Re

ICLR 2022 Efficiently Modeling Long Sequences with Structured State Spaces Albert Gu, Karan Goel, Christopher Re

ICML 2022 It’s Raw! Audio Generation with State-Space Models Karan Goel, Albert Gu, Chris Donahue, Christopher Re

NeurIPS 2022 On the Parameterization and Initialization of Diagonal State Space Models Albert Gu, Karan Goel, Ankit Gupta, Christopher Ré

NeurIPS 2022 S4ND: Modeling Images and Videos as Multidimensional Signals with State Spaces Eric Nguyen, Karan Goel, Albert Gu, Gordon Downs, Preey Shah, Tri Dao, Stephen Baccus, Christopher Ré

NeurIPS 2021 Combining Recurrent, Convolutional, and Continuous-Time Models with Linear State Space Layers Albert Gu, Isys Johnson, Karan Goel, Khaled Saab, Tri Dao, Atri Rudra, Christopher Ré

ICML 2021 Mandoline: Model Evaluation Under Distribution Shift Mayee Chen, Karan Goel, Nimit S Sohoni, Fait Poms, Kayvon Fatahalian, Christopher Re

ICLR 2021 Model Patching: Closing the Subgroup Performance Gap with Data Augmentation Karan Goel, Albert Gu, Yixuan Li, Christopher Re

ICLR 2019 Learning Procedural Abstractions and Evaluating Discrete Latent Temporal Structure Karan Goel, Emma Brunskill

IJCAI 2017 Sample Efficient Policy Search for Optimal Stopping Domains Karan Goel, Christoph Dann, Emma Brunskill