Rabeeh Karimi Mahabadi - Idiap Publications

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First name(s):	Rabeeh
Last name(s):	Karimi Mahabadi

Learning Entailment-Based Sentence Embeddings from Natural Language Inference, Rabeeh Karimi Mahabadi, Florian Mai and James Henderson, Idiap-RR-20-2019

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Learning-Based Compressive MRI, Baran Gözcü, Rabeeh Karimi Mahabadi, Yen-Huan Li, Efe Ilıcak, Tolga Çukur, Jonathan Scarlett and Volkan Cevher, in: IEEE Transactions on Medical Imaging, 2018

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A Non-Euclidean Gradient Descent Framework for Non-Convex Matrix Factorization, Ya-Ping Hsieh, Yu-Chun Kao, Rabeeh Karimi Mahabadi, Alp Yurtsever, Anastasios Kyrillidis and Volkan Cevher, in: IEEE Transactions on Signal Processing, 2018

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ParsiNLU: A Suite of Language Understanding Challenges for Persian, Daniel Khashabi, Arman Cohan, Siamak Shakeri, Pedram Hosseini, Pouya Pezeshkpour, Marzieh Bitaab, Faeze Brahman, Sarik Ghazarian, Arman Kabiri, Rabeeh Karimi Mahabadi, Omid Memarrast, Ahmadreza Mosallanezhad, Erfan Noury, Shahab Raji, Mohammad Sadegh Rasooli, Sepideh Sadeghi, Erfan Sadeqi Azer, Niloofar Safi Samghabadi, Mahsa Shafaei, Saber Sheybani, Ali Tazarv and Yadollah Yaghoobzadeh, in: TACL, 2021

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TESS: Text-to-text selfconditioned simplex diffusion, Rabeeh Karimi Mahabadi, Hamish Ivison, Jaesung Tae, James Henderson, Iz Beltagy, Matthew Peters and Arman Cohan, in: Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers), pages 2347–2361, Association for Computational Linguistics, 2024

PERFECT: Prompt-free and Efficient Few-shot Learning with Language Models, Rabeeh Karimi Mahabadi, Luke Zettlemoyer, James Henderson, saeidi marzieh, lambert mathias, Veselin Stoyanov and Majid Yazdani, in: ACL, 2022

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Compacter: Efficient Low-Rank Hypercomplex Adapter Layers, Rabeeh Karimi Mahabadi, James Henderson and Sebastian Ruder, in: NeurIPS, 2021

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Variational Information Bottleneck for Effective Low-Resource Fine-Tuning, Rabeeh Karimi Mahabadi, yonatan belinkov and James Henderson, in: ICLR, 2021

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End-to-End Bias Mitigation by Modelling Biases in Corpora, Rabeeh Karimi Mahabadi, yonatan belinkov and James Henderson, in: ACL, 2020

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A Learning-Based Framework for Quantized Compressed Sensing, Rabeeh Karimi Mahabadi, Junhong lin and Volkan Cevher, in: A Learning-Based Framework for Quantized Compressed Sensing, 2019

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Real-Time DCT Learning-based Reconstruction of Neural Signals, Rabeeh Karimi Mahabadi, Cosimo Aprile and Volkan Cevher, in: EUSIPCO, 2018

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Parameter-efficient Multi-task Fine-tuning for Transformers via Shared Hypernetworks, Rabeeh Karimi Mahabadi, Sebastian Ruder, Dehghani Mostafa and James Henderson, in: ACL, 2021

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Improving Generalization of Pretrained Language Models, Rabeeh Karimi Mahabadi, Ecole polytechnique fédérale de Lausanne (EPFL), 2023

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