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Rabeeh Karimi Mahabadi
Rabeeh Karimi Mahabadi
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Compacter: Efficient low-rank hypercomplex adapter layers
R Karimi Mahabadi, J Henderson, S Ruder
Advances in Neural Information Processing Systems 34, 1022-1035, 2021
4672021
Parameter-efficient multi-task fine-tuning for transformers via shared hypernetworks
RK Mahabadi, S Ruder, M Dehghani, J Henderson
arXiv preprint arXiv:2106.04489, 2021
3102021
End-to-end bias mitigation by modelling biases in corpora
RK Mahabadi, Y Belinkov, J Henderson
arXiv preprint arXiv:1909.06321, 2019
1802019
Learning-based compressive MRI
B Gözcü, RK Mahabadi, YH Li, E Ilıcak, T Cukur, J Scarlett, V Cevher
IEEE transactions on medical imaging 37 (6), 1394-1406, 2018
1532018
Perfect: Prompt-free and efficient few-shot learning with language models
RK Mahabadi, L Zettlemoyer, J Henderson, M Saeidi, L Mathias, ...
arXiv preprint arXiv:2204.01172, 2022
772022
Variational information bottleneck for effective low-resource fine-tuning
RK Mahabadi, Y Belinkov, J Henderson
arXiv preprint arXiv:2106.05469, 2021
602021
ParsiNLU: A Suite of Language Understanding Challenges for Persian
D Khashabi, A Cohan, S Shakeri, P Hosseini, P Pezeshkpour, M Alikhani, ...
Transactions of the Association for Computational Linguistics 9, 1147-1162, 2021
442021
Segment based 3d object shape priors
R Karimi Mahabadi, C Hane, M Pollefeys
Proceedings of the IEEE conference on computer vision and pattern …, 2015
232015
Tess: Text-to-text self-conditioned simplex diffusion
RK Mahabadi, H Ivison, J Tae, J Henderson, I Beltagy, ME Peters, ...
arXiv preprint arXiv:2305.08379, 2023
202023
Simple but effective techniques to reduce biases
RK Mahabadi, J Henderson
arXiv preprint arXiv:1909.06321 2 (3), 5, 2019
202019
A non-Euclidean gradient descent framework for non-convex matrix factorization
YP Hsieh, YC Kao, RK Mahabadi, A Yurtsever, A Kyrillidis, V Cevher
IEEE Transactions on Signal Processing 66 (22), 5917-5926, 2018
162018
Scalable sparse covariance estimation via self-concordance
A Kyrillidis, RK Mahabadi, QT Dinh, V Cevher
Proceedings of the AAAI Conference on Artificial Intelligence 28 (1), 2014
162014
Parameter-efficient multi-task fine-tuning for transformers via shared hypernetworks
R Karimi Mahabadi, S Ruder, M Dehghani, J Henderson
arXiv e-prints, arXiv: 2106.04489, 2021
122021
A learning-based framework for quantized compressed sensing
RK Mahabadi, J Lin, V Cevher
IEEE Signal Processing Letters 26 (6), 883-887, 2019
72019
Parsinlu: a suite of language understanding challenges for persian
D Khashabi, A Cohan, S Shakeri, P Hosseini, P Pezeshkpour, M Alikhani, ...
arXiv preprint arXiv:2012.06154, 2020
62020
Real-time dct learning-based reconstruction of neural signals
RK Mahabadi, C Aprile, V Cevher
2018 26th European Signal Processing Conference (EUSIPCO), 1925-1929, 2018
52018
Learning entailment-based sentence embeddings from natural language inference
RK Mahabadi, F Mai, J Henderson
32019
Improving Generalization of Pretrained Language Models
R Karimi Mahabadi
EPFL, 2023
12023
Variational information bottleneck for effective low-resource fine-tuning
R Karimi Mahabadi, Y Belinkov, J Henderson
arXiv e-prints, arXiv: 2106.05469, 2021
12021
TESS: Text-to-Text Self-Conditioned Simplex Diffusion
R Karimi Mahabadi, H Ivison, J Tae, J Henderson, I Beltagy, ME Peters, ...
arXiv e-prints, arXiv: 2305.08379, 2023
2023
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