#diffusion
7 briefs tagged #diffusion.
Research
Researchers propose diffusion-based video dereflection
S2R combines simulated paired video data, a removal model and benchmark evaluation.
arXiv cs.AI+1 outlet·4d ago
Research
PixSDS targets noisy pixels in latent SDS
The method repairs VAE-related pixel drift in text-to-3D optimization without retraining models.
HF Daily Papers·4d ago
Research
LiveAnimate targets real-time streaming human animation
The system uses a 14B-parameter video DiT for stable long-form pose-driven animation.
HF Daily Papers·4d ago
Research
Researchers propose direct latent-to-4D generation
Latent-to-4D maps video model latents to dynamic 3D scenes without reconstructing RGB video first.
HF Daily Papers·6d ago
Research
Researchers propose round-trip checks for diffusion rollouts
A bidirectional latent diffusion model estimates rollout error without ground truth at deployment.
r/MachineLearning+1 outlet·Aug 6
Research
AURORA-LM targets continuous-latent text generation
The paper proposes a diffusion language model built around decodable continuous text latents.
arXiv cs.CL+1 outlet·Aug 4
Research
JoyAI-Video-Edit targets real-time 720p video editing
The 16B-parameter autoregressive diffusion system edits open-ended video at about 30 FPS on one Nvidia B200.
HF Daily Papers·Aug 4