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Mojtaba Valipour
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2020 – today
- 2024
- [b1]Mojtaba Valipour:
Symbolic Regression and Sequence Modelling with Conditional and Dynamic Language Models. University of Waterloo, Ontario, Canada, 2024 - [c3]Parsa Kavehzadeh, Mojtaba Valipour, Marzieh S. Tahaei, Ali Ghodsi, Boxing Chen, Mehdi Rezagholizadeh:
Sorted LLaMA: Unlocking the Potential of Intermediate Layers of Large Language Models for Dynamic Inference. EACL (Findings) 2024: 2129-2145 - [i7]Hossein Rajabzadeh, Mojtaba Valipour, Tianshu Zhu, Marzieh S. Tahaei, Hyock Ju Kwon, Ali Ghodsi, Boxing Chen, Mehdi Rezagholizadeh:
QDyLoRA: Quantized Dynamic Low-Rank Adaptation for Efficient Large Language Model Tuning. CoRR abs/2402.10462 (2024) - [i6]James Lowman, Kelly Liu Zheng, Roydon Fraser, Jesse Van Griensven The, Mojtaba Valipour:
SeeFar: Satellite Agnostic Multi-Resolution Dataset for Geospatial Foundation Models. CoRR abs/2406.06776 (2024) - [i5]Parsa Kavehzadeh, Mohammadreza Pourreza, Mojtaba Valipour, Tinashu Zhu, Haoli Bai, Ali Ghodsi, Boxing Chen, Mehdi Rezagholizadeh:
S2D: Sorted Speculative Decoding For More Efficient Deployment of Nested Large Language Models. CoRR abs/2407.01955 (2024) - 2023
- [c2]Mojtaba Valipour, Mehdi Rezagholizadeh, Ivan Kobyzev, Ali Ghodsi:
DyLoRA: Parameter-Efficient Tuning of Pre-trained Models using Dynamic Search-Free Low-Rank Adaptation. EACL 2023: 3266-3279 - [i4]Mojtaba Valipour, Mehdi Rezagholizadeh, Hossein Rajabzadeh, Marzieh S. Tahaei, Boxing Chen, Ali Ghodsi:
SortedNet, a Place for Every Network and Every Network in its Place: Towards a Generalized Solution for Training Many-in-One Neural Networks. CoRR abs/2309.00255 (2023) - [i3]Parsa Kavehzadeh, Mojtaba Valipour, Marzieh S. Tahaei, Ali Ghodsi, Boxing Chen, Mehdi Rezagholizadeh:
Sorted LLaMA: Unlocking the Potential of Intermediate Layers of Large Language Models for Dynamic Inference Using Sorted Fine-Tuning (SoFT). CoRR abs/2309.08968 (2023) - 2022
- [i2]Mojtaba Valipour, Mehdi Rezagholizadeh, Ivan Kobyzev, Ali Ghodsi:
DyLoRA: Parameter Efficient Tuning of Pre-trained Models using Dynamic Search-Free Low-Rank Adaptation. CoRR abs/2210.07558 (2022) - 2021
- [j1]Abtin Riasatian, Morteza Babaie, Danial Maleki, Shivam Kalra, Mojtaba Valipour, Sobhan Hemati, Manit Zaveri
, Amir Safarpoor
, Sobhan Shafiei, Mehdi Afshari, Maral Rasoolijaberi
, Milad Sikaroudi, Mohd Adnan
, Sultaan Shah, Charles Choi, Savvas Damaskinos, Clinton J. V. Campbell, Phedias Diamandis, Liron Pantanowitz, Hany Kashani, Ali Ghodsi, Hamid R. Tizhoosh:
Fine-Tuning and training of densenet for histopathology image representation using TCGA diagnostic slides. Medical Image Anal. 70: 102032 (2021) - [i1]Mojtaba Valipour, Bowen You, Maysum Panju, Ali Ghodsi:
SymbolicGPT: A Generative Transformer Model for Symbolic Regression. CoRR abs/2106.14131 (2021)
2010 – 2019
- 2015
- [c1]Maryam Tayefeh Mahmoudi, Kambiz Badie, Mojtaba Valipour
:
Assessing the role of AR-based content in improving learning performance considering Felder-Silverman learning style. ICL 2015: 838-843
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