Kai Shen

Existing audio-video generation metrics fail complex scenes; this new event-centric framework achieves state-of-the-art human alignment and pinpoints generation failures.

Scale vectors, despite being a tiny fraction of LLM parameters, are critical for pre-training, and this paper unlocks how to make them even better with simple, theoretically-grounded tweaks.