4 papers
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…
MoECLIP: Patch-Specialized Experts for Zero-shot Anomaly Detection
Jun Yeong Park, JunYoung Seo, Minji Kang +1
The CLIP model's outstanding generalization has driven recent success in Zero-Shot Anomaly Detection (ZSAD) for detecting anomalies in unseen categories. The core challenge in ZSAD…
Quality Estimation Reranking for Document-Level Translation
Krzysztof Mrozinski, Minji Kang, Ahmed Khota +2
Quality estimation (QE) reranking is a form of quality-aware decoding which aims to improve machine translation (MT) by scoring and selecting the best candidate from a pool of gene…
StyleForge: Enhancing Text-to-Image Synthesis for Any Artistic Styles with Dual Binding
Junseo Park, Beomseok Ko, Hyeryung Jang
Recent advancements in text-to-image models, such as Stable Diffusion, have showcased their ability to create visual images from natural language prompts. However, existing methods…