Efficiency: DPad-enhanced dLLMs achieve up to a 61.39× speedup over vanilla dLLM baselines. Accuracy: DPad-enhanced dLLMs achieve up to a +26.46% improvement over vanilla dLLM baselines. (Evaluation ...

We present STream3R, a novel approach to 3D reconstruction that reformulates pointmap prediction as a decoder-only Transformer problem. Existing state-of-the-art methods for multi-view reconstruction ...

I seriously wonder how many of the hand crank people have ever actually lived with a car that had hand crank windows. As someone who grew up with hand crank windows on an assortment of '60s Pontiacs, ...