Patch Embedding With Overlapping Windows For Feature Extraction

* ⭐ 04/2022: [Hierarchical Text-Conditional Image Generation with CLIP Latents (DALL-E 2)](https://arxiv.org/abs/2204.06125)

Unique: Uses overlapping patch embeddings with learned projections to preserve spatial continuity and reduce boundary artifacts, contrasting with standard non-overlapping patch tiling used in ViT and providing smoother feature transitions

vs others: Produces higher-quality feature representations than non-overlapping patches with better boundary preservation, though at higher computational cost; enables better performance on dense prediction tasks