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cs.CV2023
Efficient Multimodal Diffusion Models Using Joint Data Infilling with Partially Shared U-Net
Zizhao Hu, Shaochong Jia, Mohammad Rostami
Recently, diffusion models have been used successfully to fit distributions for cross-modal data translation and multimodal data generation. However, these methods rely on extensiv…
cs.LG2023★ 1 cited
Class-Incremental Learning Using Generative Experience Replay Based on Time-aware Regularization
Zizhao Hu, Mohammad Rostami
Learning new tasks accumulatively without forgetting remains a critical challenge in continual learning. Generative experience replay addresses this challenge by synthesizing pseud…