2 papers
cs.CV2026
MAST: Mask-Guided Attention Mass Allocation for Training-Free Multi-Style Transfer
Dongkyung Kang, Jaeyeon Hwang, Junseo Park +6
Style transfer aims to render a content image with the visual characteristics of a reference style while preserving its underlying semantic layout and structural geometry. While re…
cs.CV2025
PQCAD-DM: Progressive Quantization and Calibration-Assisted Distillation for Extremely Efficient Diffusion Model
Beomseok Ko, Hyeryung Jang
Diffusion models excel in image generation but are computational and resource-intensive due to their reliance on iterative Markov chain processes, leading to error accumulation and…