SWFormer: Sparse Window Transformer for 3D Object Detection in Point Clouds — mentioned by boulos

Sat, 06 May 2023 01:30:15 GMT

Yep! Our research team publishes a lot of work (waymo.com/research). If you're interested in Transformers and attention in particular, the excellently named Wayformer [1] paper is pretty easy to follow and SWFormer is impressive on a lot of levels [2]. The main challenge for autonomous vehicles has been (large) multi-modal inputs, while delivering real-time inference performance on the road. Many of the large-language model things you see produce cool results, but would be much too slow or expensive for a real-time, safety-critical application. [1] https://arxiv.org/abs/2207.05844 [2]…

Paper and discussion history. A mention is not an endorsement.

SWFormer: Sparse Window Transformer for 3D Object Detection in Point Clouds · HackerPapers discussions

SWFormer: Sparse Window Transformer for 3D Object Detection in Point Clouds — mentioned by boulos