2 papers
cs.CV2026
OmniOPD: Stable On-Policy Distillation for Joint Audio-Video Generation
Zihao Fan, Xin Lu, Jie Huang +3
Reinforcement learning (RL) elevates joint audio-video generation, but optimizing heterogeneous, modality-specific audio and video rewards often introduces cross-modal interference…
cs.CV2025
Iterative Inference-time Scaling with Adaptive Frequency Steering for Image Super-Resolution
Hexin Zhang, Dong Li, Jie Huang +3
Diffusion models have become a leading paradigm for image super-resolution (SR), but existing methods struggle to guarantee both the high-frequency perceptual quality and the low-f…