Rostami, Mohammad

26 publications

JAIR 2025 CluMo: Cluster-Based Modality Fusion Prompt for Continual Learning in Visual Question Answering Yuliang Cai, Mohammad Rostami

WACV 2025 Cross-Domain Multi-Modal Few-Shot Object Detection via Rich Text Zeyu Shangguan, Daniel Seita, Mohammad Rostami

TMLR 2025 Curvature Diversity-Driven Deformation and Domain Alignment for Point Cloud Mengxi Wu, Hao Huang, Yi Fang, Mohammad Rostami

TMLR 2025 Theoretical Insights into Overparameterized Models in Multi-Task and Replay-Based Continual Learning Mohammadamin Banayeeanzade, Mahdi Soltanolkotabi, Mohammad Rostami

TMLR 2024 Graph Harmony: Denoising and Nuclear-Norm Wasserstein Adaptation for Enhanced Domain Transfer in Graph-Structured Data Mengxi Wu, Mohammad Rostami

JAIR 2024 Preserving Fairness in AI Under Domain Shift Serban Stan, Mohammad Rostami

IJCAI 2023 Cognitively Inspired Learning of Incremental Drifting Concepts Mohammad Rostami, Aram Galstyan

CoLLAs 2023 I2I: Initializing Adapters with Improvised Knowledge Tejas Srinivasan, Furong Jia, Mohammad Rostami, Jesse Thomason

ICCVW 2023 Identification of Novel Classes for Improving Few-Shot Object Detection Zeyu Shangguan, Mohammad Rostami

AAAI 2023 Internal Robust Representations for Domain Generalization Mohammad Rostami

AAAI 2023 Overcoming Concept Shift in Domain-Aware Settings Through Consolidated Internal Distributions Mohammad Rostami, Aram Galstyan

ICCV 2023 Unsupervised Domain Adaptation for Training Event-Based Networks Using Contrastive Learning and Uncorrelated Conditioning Dayuan Jian, Mohammad Rostami

NeurIPS 2022 CLiMB: A Continual Learning Benchmark for Vision-and-Language Tasks Tejas Srinivasan, Ting-Yun Chang, Leticia Pinto Alva, Georgios Chochlakis, Mohammad Rostami, Jesse Thomason

CoLLAs 2022 Increasing Model Generalizability for Unsupervised Visual Domain Adaptation Mohammad Rostami

TMLR 2022 Secure Domain Adaptation with Multiple Sources Serban Stan, Mohammad Rostami

ICCV 2021 Detection and Continual Learning of Novel Face Presentation Attacks Mohammad Rostami, Leonidas Spinoulas, Mohamed Hussein, Joe Mathai, Wael Abd-Almageed

NeurIPS 2021 Lifelong Domain Adaptation via Consolidated Internal Distribution Mohammad Rostami

AAAI 2021 Unsupervised Model Adaptation for Continual Semantic Segmentation Serban Stan, Mohammad Rostami

AAAI 2020 Generative Continual Concept Learning Mohammad Rostami, Soheil Kolouri, Praveen K. Pilly, James L. McClelland

JAIR 2020 Using Task Descriptions in Lifelong Machine Learning for Improved Performance and Zero-Shot Transfer Mohammad Rostami, David Isele, Eric Eaton

IJCAI 2019 Complementary Learning for Overcoming Catastrophic Forgetting Using Experience Replay Mohammad Rostami, Soheil Kolouri, Praveen K. Pilly

CVPRW 2019 SAR Image Classification Using Few-Shot Cross-Domain Transfer Learning Mohammad Rostami, Soheil Kolouri, Eric Eaton, Kyungnam Kim

AAAI 2018 Joint Dictionaries for Zero-Shot Learning Soheil Kolouri, Mohammad Rostami, Yuri Owechko, Kyungnam Kim

AAAI 2018 Lifelong Learning Networks: Beyond Single Agent Lifelong Learning Mohammad Rostami, Eric Eaton

AAAI 2017 Transfer of Knowledge Through Collective Learning Mohammad Rostami

IJCAI 2016 Using Task Features for Zero-Shot Knowledge Transfer in Lifelong Learning David Isele, Mohammad Rostami, Eric Eaton