#video
4 briefs tagged #video.
Research
DreamX-Phi 1.0 targets robotic manipulation rollouts
The action-conditioned video world model predicts future robot observations from frames, instructions and actions.
HF Daily Papers·2d ago
Research
Researchers propose AVA-Encoder for agentic video representation
The framework turns video into a knowledge graph and reconstructs it for agent editing.
HF Daily Papers+1 outlet·3d 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
WorldCycle targets drift in video world models
The arXiv paper proposes self-verifiable RL using reversible action cycles.
HF Daily Papers+1 outlet·Aug 5