2 papers
cs.SD2026
ID-LoRA: Identity-Driven Audio-Video Personalization with In-Context LoRA
Aviad Dahan, Moran Yanuka, Noa Kraicer +2
Existing video personalization methods preserve visual likeness but treat video and audio separately. Without access to the visual scene, audio models cannot synchronize sounds wit…
cs.CV2025
LiteAttention: A Temporal Sparse Attention for Diffusion Transformers
Dor Shmilovich, Tony Wu, Aviad Dahan +1
Diffusion Transformers, particularly for video generation, achieve remarkable quality but suffer from quadratic attention complexity, leading to prohibitive latency. Existing accel…