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Lessons from Chasing Few-Shot Learning Benchmarks: Rethinking the Evaluation of Meta-Learning Methods

Feb 23, 2021
Amrith Setlur, Oscar Li, Virginia Smith

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Is Support Set Diversity Necessary for Meta-Learning?

Nov 28, 2020
Amrith Setlur, Oscar Li, Virginia Smith

* NeurIPS 2020 Workshop on Meta-learning 

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Explaining The Efficacy of Counterfactually-Augmented Data

Oct 06, 2020
Divyansh Kaushik, Amrith Setlur, Eduard Hovy, Zachary C. Lipton

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Robust Handwriting Recognition with Limited and Noisy Data

Aug 18, 2020
Hai Pham, Amrith Setlur, Saket Dingliwal, Tzu-Hsiang Lin, Barnabas Poczos, Kang Huang, Zhuo Li, Jae Lim, Collin McCormack, Tam Vu

* icfhr2020 

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Nonlinear ISA with Auxiliary Variables for Learning Speech Representations

Jul 25, 2020
Amrith Setlur, Barnabas Poczos, Alan W Black

* To be presented at Interspeech 2020 

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Covariate Distribution Aware Meta-learning

Jul 08, 2020
Amrith Setlur, Saket Dingliwal, Barnabas Poczos

* Published in ICML 2020 Lifelong Learning Workshop 

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Politeness Transfer: A Tag and Generate Approach

May 01, 2020
Aman Madaan, Amrith Setlur, Tanmay Parekh, Barnabas Poczos, Graham Neubig, Yiming Yang, Ruslan Salakhutdinov, Alan W Black, Shrimai Prabhumoye

* To appear at ACL 2020 

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Better Approximate Inference for Partial Likelihood Models with a Latent Structure

Oct 22, 2019
Amrith Setlur, Barnab谩s P贸cz贸s

* NeurIPS 2019 Workshop on Learning with Temporal Point Processes 

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