Abstract: Text encoders in diffusion models have rapidly evolved, transitioning from CLIP to T5-XXL. Although this evolution has significantly enhanced the models’ ability to understand complex ...

Abstract: Generating high-fidelity surround view images from text prompts is a complex task that requires balancing contextual coherence with computational efficiency. The proposed work introduces a ...

The final, formatted version of the article will be published soon. Alzheimer's disease (AD) is a complex neurodegenerative condition and the leading cause of dementia worldwide. Treatments that ...

Important Note: This repository implements SVG-T2I, a text-to-image diffusion framework that performs visual generation directly in Visual Foundation Model (VFM) representation space, rather than ...

Input Audio (16kHz) ↓ [CC Encoder] ├─→ Short-context stream (10ms stride) → 64-D features (Cs) └─→ Long-context stream (40ms stride) → 64-D features (Cl) ↓ [Quantization] (1-bit delta modulation) ↓ ...