🏢 VinAI Research
Mixture of Experts Meets Prompt-Based Continual Learning
·1840 words·9 mins·
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Machine Learning
Deep Learning
🏢 VinAI Research
Non-linear Residual Gates (NoRGa) boosts prompt-based continual learning by theoretically framing prefix tuning as adding new experts to a pre-trained Mixture-of-Experts model, achieving state-of-the-…
DiMSUM: Diffusion Mamba - A Scalable and Unified Spatial-Frequency Method for Image Generation
·3655 words·18 mins·
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Computer Vision
Image Generation
🏢 VinAI Research
DiMSUM: A novel diffusion model boosts image generation by unifying spatial and frequency information, achieving superior results and faster training.