GitHub

Layered Prefill changes the scheduling axis from tokens to layers and removes redundant MoE weight reloads while keeping decode stall free. The result is lower TTFT, lower end ...

The model is partitioned into contiguous layer groups and prefill advances one group per iteration while every group continues to run decode. At each iteration exactly one designated group performs ...
Opinion

A look at the experts racing to decode Trump’s tariff rules

After a half-century immersed in the world of trade, customs broker Amy Magnus thought she’d seen it all, navigating mountains of regulations and all sorts of logistical hurdles to import everything ...
GitHub

SED: A Simple Encoder-Decoder for Open-Vocabulary Semantic Segmentation

We propose an encoder-decoder for open-vocabulary semantic segmentation comprising a hierarchical encoder-based cost map generation and a gradual fusion decoder. We introduce a category early ...
IEEE

Recurrent Encoder–Decoder Networks for Vessel Trajectory Prediction With Uncertainty Estimation

Abstract: Recent deep learning methods for vessel trajectory prediction are able to learn complex maritime patterns from historical automatic identification system (AIS) data and accurately predict ...