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Barnabás Póczos

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The student becomes the master: Matching GPT3 on Scientific Factual Error Correction

May 24, 2023
Dhananjay Ashok, Atharva Kulkarni, Hai Pham, Barnabás Póczos

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On the Algorithmic Stability and Generalization of Adaptive Optimization Methods

Nov 08, 2022
Han Nguyen, Hai Pham, Sashank J. Reddi, Barnabás Póczos

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Coarse-to-Fine Curriculum Learning

Jun 08, 2021
Otilia Stretcu, Emmanouil Antonios Platanios, Tom M. Mitchell, Barnabás Póczos

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Re-TACRED: Addressing Shortcomings of the TACRED Dataset

Apr 16, 2021
George Stoica, Emmanouil Antonios Platanios, Barnabás Póczos

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StylePTB: A Compositional Benchmark for Fine-grained Controllable Text Style Transfer

Apr 12, 2021
Yiwei Lyu, Paul Pu Liang, Hai Pham, Eduard Hovy, Barnabás Póczos, Ruslan Salakhutdinov, Louis-Philippe Morency

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Improving Relation Extraction by Leveraging Knowledge Graph Link Prediction

Dec 09, 2020
George Stoica, Emmanouil Antonios Platanios, Barnabás Póczos

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Efficient Meta Lifelong-Learning with Limited Memory

Oct 06, 2020
Zirui Wang, Sanket Vaibhav Mehta, Barnabás Póczos, Jaime Carbonell

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Minimizing FLOPs to Learn Efficient Sparse Representations

Apr 12, 2020
Biswajit Paria, Chih-Kuan Yeh, Ian E. H. Yen, Ning Xu, Pradeep Ravikumar, Barnabás Póczos

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LucidDream: Controlled Temporally-Consistent DeepDream on Videos

Nov 27, 2019
Joel Ruben Antony Moniz, Eunsu Kang, Barnabás Póczos

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Graph Neural Tangent Kernel: Fusing Graph Neural Networks with Graph Kernels

May 30, 2019
Simon S. Du, Kangcheng Hou, Barnabás Póczos, Ruslan Salakhutdinov, Ruosong Wang, Keyulu Xu

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