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Mohammad Rostami

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Continuous Unsupervised Domain Adaptation Using Stabilized Representations and Experience Replay

Jan 31, 2024
Mohammad Rostami

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Dynamic Transformer Architecture for Continual Learning of Multimodal Tasks

Jan 27, 2024
Yuliang Cai, Mohammad Rostami

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Unsupervised Domain Adaptation Using Compact Internal Representations

Jan 14, 2024
Mohammad Rostami

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Unsupervised Federated Domain Adaptation for Segmentation of MRI Images

Jan 14, 2024
Navapat Nananukul, Hamid Soltanian-zadeh, Mohammad Rostami

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Relating Events and Frames Based on Self-Supervised Learning and Uncorrelated Conditioning for Unsupervised Domain Adaptation

Jan 02, 2024
Mohammad Rostami, Dayuan Jian

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Online Continual Domain Adaptation for Semantic Image Segmentation Using Internal Representations

Jan 02, 2024
Serban Stan, Mohammad Rostami

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Efficient Multimodal Diffusion Models Using Joint Data Infilling with Partially Shared U-Net

Nov 28, 2023
Zizhao Hu, Shaochong Jia, Mohammad Rostami

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Unsupervised Representation Learning to Aid Semi-Supervised Meta Learning

Oct 19, 2023
Atik Faysal, Mohammad Rostami, Huaxia Wang, Avimanyu Sahoo, Ryan Antle

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Class-Incremental Learning Using Generative Experience Replay Based on Time-aware Regularization

Oct 05, 2023
Zizhao Hu, Mohammad Rostami

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Robust Internal Representations for Domain Generalization

Sep 27, 2023
Mohammad Rostami

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