IEEE

Learning Modality Geometry for Multispectral Object Detection: Adaptive spacing and 3D Rotary Position Embedding

Abstract: Positional encoding is crucial for the Transformer to effectively process multi-modal feature information in multispectral object detection. However, existing studies often directly apply ...
IEEE

How Positional Encoding Influence the 3D Reconstruction with Neural Radiance Field

Neural Radiance Fields (NeRF) have revolutionized novel view synthesis through volumetric scene representations, where positional encoding plays a critical role in high-frequency detail capture.
GitHub

Question about position encoding

Thank you for your excellent work and for sharing your code! I have a question regarding the positional encoding strategy used in the model. From the code, I noticed that after obtaining the Sonata ...
GitHub

In Diffusion Models: Why does not use 'Positional Encoding' in self-attention layers?

Thx for nice practicing about DM. Actually, I'm really curious about why does not use 'Positional Encoding' (which was used in ViT or VanillaTransformer.. etc..) in self-attention layers? Is that any ...