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Procedural Image Programs for Representation Learning


Nov 29, 2022
Manel Baradad, Chun-Fu Chen, Jonas Wulff, Tongzhou Wang, Rogerio Feris, Antonio Torralba, Phillip Isola

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* NeurIPS 2022 
* 29 pages, Accepted in the Conference on Neural Information Processing Systems 2022 (NeurIPS 2022) 

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Exploring Consistency in Cross-Domain Transformer for Domain Adaptive Semantic Segmentation


Nov 29, 2022
Kaihong Wang, Donghyun Kim, Rogerio Feris, Kate Saenko, Margrit Betke

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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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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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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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VALHALLA: Visual Hallucination for Machine Translation


May 31, 2022
Yi Li, Rameswar Panda, Yoon Kim, Chun-Fu, Chen, Rogerio Feris, David Cox, Nuno Vasconcelos

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* CVPR 2022 

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SimVQA: Exploring Simulated Environments for Visual Question Answering


Mar 31, 2022
Paola Cascante-Bonilla, Hui Wu, Letao Wang, Rogerio Feris, Vicente Ordonez

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* Accepted to CVPR 2022. Camera-Ready version. Project page: https://simvqa.github.io/ 

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Everything at Once -- Multi-modal Fusion Transformer for Video Retrieval


Dec 08, 2021
Nina Shvetsova, Brian Chen, Andrew Rouditchenko, Samuel Thomas, Brian Kingsbury, Rogerio Feris, David Harwath, James Glass, Hilde Kuehne

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