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cs.CV2026
BLANC: Adaptive Temporal Scheduling for Sign Language Production
Youngmin Kim, Seoyeong Hwang, Sujung Hong +1
Sign language production (SLP) aims to synthesize expressive signing motion from written text. Modeling signing motion presents two key temporal challenges. First, fine-grained han…
cs.CV2026
Mitigating Mask Prior Drift and Positional Attention Collapse in Large Diffusion Vision-Language Models
Sujung Hong, Chanyong Yoon, Seong Jae Hwang
Large diffusion vision-language models (LDVLMs) have recently emerged as a promising alternative to autoregressive models, enabling parallel decoding for efficient inference and le…