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Rameswar Panda

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Scattered Mixture-of-Experts Implementation

Mar 13, 2024
Shawn Tan, Yikang Shen, Rameswar Panda, Aaron Courville

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API Pack: A Massive Multilingual Dataset for API Call Generation

Feb 16, 2024
Zhen Guo, Adriana Meza Soria, Wei Sun, Yikang Shen, Rameswar Panda

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Data Engineering for Scaling Language Models to 128K Context

Feb 15, 2024
Yao Fu, Rameswar Panda, Xinyao Niu, Xiang Yue, Hannaneh Hajishirzi, Yoon Kim, Hao Peng

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Diversity Measurement and Subset Selection for Instruction Tuning Datasets

Feb 04, 2024
Peiqi Wang, Yikang Shen, Zhen Guo, Matthew Stallone, Yoon Kim, Polina Golland, Rameswar Panda

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Gated Linear Attention Transformers with Hardware-Efficient Training

Dec 24, 2023
Songlin Yang, Bailin Wang, Yikang Shen, Rameswar Panda, Yoon Kim

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Learning Human Action Recognition Representations Without Real Humans

Nov 10, 2023
Howard Zhong, Samarth Mishra, Donghyun Kim, SouYoung Jin, Rameswar Panda, Hilde Kuehne, Leonid Karlinsky, Venkatesh Saligrama, Aude Oliva, Rogerio Feris

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LangNav: Language as a Perceptual Representation for Navigation

Oct 11, 2023
Bowen Pan, Rameswar Panda, SouYoung Jin, Rogerio Feris, Aude Oliva, Phillip Isola, Yoon Kim

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Dense and Aligned Captions (DAC) Promote Compositional Reasoning in VL Models

Jun 01, 2023
Sivan Doveh, Assaf Arbelle, Sivan Harary, Roei Herzig, Donghyun Kim, Paola Cascante-bonilla, Amit Alfassy, Rameswar Panda, Raja Giryes, Rogerio Feris, Shimon Ullman, Leonid Karlinsky

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Going Beyond Nouns With Vision & Language Models Using Synthetic Data

Mar 30, 2023
Paola Cascante-Bonilla, Khaled Shehada, James Seale Smith, Sivan Doveh, Donghyun Kim, Rameswar Panda, Gül Varol, Aude Oliva, Vicente Ordonez, Rogerio Feris, Leonid Karlinsky

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Neural Architecture Search for Effective Teacher-Student Knowledge Transfer in Language Models

Mar 16, 2023
Aashka Trivedi, Takuma Udagawa, Michele Merler, Rameswar Panda, Yousef El-Kurdi, Bishwaranjan Bhattacharjee

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