IEEE

Dynamic Positional Attention Fusion (DPAF): Adaptive Encoding and Weighted Attention for Ship Motion Attitude Prediction

Abstract: Enhanced accuracy and long-term predictions of ship motion during sea operations can effectively mitigate safety risks associated with aircraft takeoff and landing on board. This article ...
eLife

A differentiable model for optimizing the genetic drivers of synaptogenesis

This study presents SynaptoGen, a differentiable extension of connectome models that links gene expression, protein-protein interaction probabilities, synaptic multiplicity, and synaptic weights, and ...
techxplore

Flexible position encoding helps LLMs follow complex instructions and shifting states

The team tested its ability to follow the most recent "write" command despite many distracting steps and multi-step recall tests, tasks that are difficult for standard positional encoding methods like ...
IEEE

Multi-View Large Reconstruction Model via Geometry-Aware Positional Encoding and Attention

Abstract: Despite recent advancements in the Large Reconstruction Model (LRM) demonstrating impressive results, when extending its input from single image to multiple images, it exhibits ...