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PromptonomyViT: Multi-Task Prompt Learning Improves Video Transformers using Synthetic Scene Data


Dec 08, 2022
Roei Herzig, Ofir Abramovich, Elad Ben-Avraham, Assaf Arbelle, Leonid Karlinsky, Ariel Shamir, Trevor Darrell, Amir Globerson

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* Tech report 

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MAEDAY: MAE for few and zero shot AnomalY-Detection


Nov 25, 2022
Eli Schwartz, Assaf Arbelle, Leonid Karlinsky, Sivan Harary, Florian Scheidegger, Sivan Doveh, Raja Giryes

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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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On the Transferability of Visual Features in Generalized Zero-Shot Learning


Nov 22, 2022
Paola Cascante-Bonilla, Leonid Karlinsky, James Seale Smith, Yanjun Qi, Vicente Ordonez

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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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On the Importance of Calibration in Semi-supervised Learning


Oct 10, 2022
Charlotte Loh, Rumen Dangovski, Shivchander Sudalairaj, Seungwook Han, Ligong Han, Leonid Karlinsky, Marin Soljacic, Akash Srivastava

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* 24 pages 

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C2KD: Cross-Lingual Cross-Modal Knowledge Distillation for Multilingual Text-Video Retrieval


Oct 07, 2022
Andrew Rouditchenko, Yung-Sung Chuang, Nina Shvetsova, Samuel Thomas, Rogerio Feris, Brian Kingsbury, Leonid Karlinsky, David Harwath, Hilde Kuehne, James Glass

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VL-Taboo: An Analysis of Attribute-based Zero-shot Capabilities of Vision-Language Models


Sep 12, 2022
Felix Vogel, Nina Shvetsova, Leonid Karlinsky, Hilde Kuehne

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FETA: Towards Specializing Foundation Models for Expert Task Applications


Sep 08, 2022
Amit Alfassy, Assaf Arbelle, Oshri Halimi, Sivan Harary, Roei Herzig, Eli Schwartz, Rameswar Panda, Michele Dolfi, Christoph Auer, Kate Saenko, PeterW. J. Staar, Rogerio Feris, Leonid Karlinsky

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