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cs.SD2026
AlignAudio: A Unified Dual-Alignment Framework for Noise-Robust Speech-Conditioned Generation
Yixuan Li, Xuenan Xu, Zeyu Xie +1
Speech-conditioned generation maps speech signals to target audio outputs. Prior end-to-end speech-conditioned generative models achieve high fidelity in clean acoustic conditions,…
cs.LG2026
Prism: Efficient Test-Time Scaling via Hierarchical Search and Self-Verification for Discrete Diffusion Language Models
Jinbin Bai, Yixuan Li, Yuchen Zhu +8
Inference-time compute has re-emerged as a practical way to improve LLM reasoning. Most test-time scaling (TTS) algorithms rely on autoregressive decoding, which is ill-suited to d…
cs.CV2026
FluencyVE: Marrying Temporal-Aware Mamba with Bypass Attention for Video Editing
Mingshu Cai, Yixuan Li, Osamu Yoshie +1
Large-scale text-to-image diffusion models have achieved unprecedented success in image generation and editing. However, extending this success to video editing remains challenging…