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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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* Project page: https://synthetic-vic.github.io/ 

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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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* 12 pages, 3 figures 

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MAtch, eXpand and Improve: Unsupervised Finetuning for Zero-Shot Action Recognition with Language Knowledge


Mar 15, 2023
Wei Lin, Leonid Karlinsky, Nina Shvetsova, Horst Possegger, Mateusz Kozinski, Rameswar Panda, Rogerio Feris, Hilde Kuehne, Horst Bischof

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Multitask Prompt Tuning Enables Parameter-Efficient Transfer Learning


Mar 06, 2023
Zhen Wang, Rameswar Panda, Leonid Karlinsky, Rogerio Feris, Huan Sun, Yoon Kim

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* ICLR 2023. Project page: https://zhenwang9102.github.io/mpt.html 

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Learning to Grow Pretrained Models for Efficient Transformer Training


Mar 02, 2023
Peihao Wang, Rameswar Panda, Lucas Torroba Hennigen, Philip Greengard, Leonid Karlinsky, Rogerio Feris, David Daniel Cox, Zhangyang Wang, Yoon Kim

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* International Conference on Learning Representations (ICLR), 2023 

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Energy Transformer


Feb 14, 2023
Benjamin Hoover, Yuchen Liang, Bao Pham, Rameswar Panda, Hendrik Strobelt, Duen Horng Chau, Mohammed J. Zaki, Dmitry Krotov

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Synthetic Pre-Training Tasks for Neural Machine Translation


Dec 19, 2022
Zexue He, Graeme Blackwood, Rameswar Panda, Julian McAuley, Rogerio Feris

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* 17 pages including appendix, 3 figures 

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CODA-Prompt: COntinual Decomposed Attention-based Prompting for Rehearsal-Free Continual Learning


Nov 23, 2022
James Seale Smith, Leonid Karlinsky, Vyshnavi Gutta, Paola Cascante-Bonilla, Donghyun Kim, Assaf Arbelle, Rameswar Panda, Rogerio Feris, Zsolt Kira

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Teaching Structured Vision&Language Concepts to Vision&Language Models


Nov 21, 2022
Sivan Doveh, Assaf Arbelle, Sivan Harary, Rameswar Panda, Roei Herzig, Eli Schwartz, Donghyun Kim, Raja Giryes, Rogerio Feris, Shimon Ullman, Leonid Karlinsky

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ConStruct-VL: Data-Free Continual Structured VL Concepts Learning


Nov 17, 2022
James Seale Smith, Paola Cascante-Bonilla, Assaf Arbelle, Donghyun Kim, Rameswar Panda, David Cox, Diyi Yang, Zsolt Kira, Rogerio Feris, Leonid Karlinsky

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