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TITAN: Bringing The Deep Image Prior to Implicit Representations


Nov 01, 2022
Daniel LeJeune, Lorenzo Luzi, Ali Siahkoohi, Sina Alemohammad, Vishwanath Saragadam, Hossein Babaei, Naiming Liu, Zichao Wang, Richard G. Baraniuk

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* 6 pages, 4 figures 

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A Visual Tour Of Current Challenges In Multimodal Language Models


Oct 22, 2022
Shashank Sonkar, Naiming Liu, Richard G. Baraniuk

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Automated Scoring for Reading Comprehension via In-context BERT Tuning


May 19, 2022
Nigel Fernandez, Aritra Ghosh, Naiming Liu, Zichao Wang, Benoît Choffin, Richard Baraniuk, Andrew Lan

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* Published as a conference paper at AIED 2022. A grand prize-winner for the NAEP AS Challenge. Code available at: https://github.com/ni9elf/automated-scoring 

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NeuroView-RNN: It's About Time


Feb 23, 2022
CJ Barberan, Sina Alemohammad, Naiming Liu, Randall Balestriero, Richard G. Baraniuk

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* 21 pages, 13 figures, 9 tables 

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Open-Ended Knowledge Tracing


Feb 21, 2022
Naiming Liu, Zichao Wang, Richard G. Baraniuk, Andrew Lan

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NFT-K: Non-Fungible Tangent Kernels


Oct 11, 2021
Sina Alemohammad, Hossein Babaei, CJ Barberan, Naiming Liu, Lorenzo Luzi, Blake Mason, Richard G. Baraniuk

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Wearing a MASK: Compressed Representations of Variable-Length Sequences Using Recurrent Neural Tangent Kernels


Oct 27, 2020
Sina Alemohammad, Hossein Babaei, Randall Balestriero, Matt Y. Cheung, Ahmed Imtiaz Humayun, Daniel LeJeune, Naiming Liu, Lorenzo Luzi, Jasper Tan, Zichao Wang, Richard G. Baraniuk

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