concept erasure 1inference-time adaptation 1model safety 1multimodal attention 1orthogonal value decomposition 1visual generation 1
From the 1 of 3 linked papers with an AI index.
3 papers
cs.CV2026
OccluRank: Controllable Occlusion-Aware Layout-to-Image Generation by Adding Just an Ordinal Rank
Wenyang Hong, Yuan Wang, Yanbin Hao +5
Layout-to-image generation enables explicit spatial control through bounding-box layouts, yet bounding boxes specify only instance locations and cannot represent their occlusion or…
cs.CV2026
Uni-AdaVD: Universal Concept Erasure for Visual Generation via Orthogonal Value Decomposition
Qifan Zhou, Yuan Wang, Yanbin Hao +4
The paper introduces Uni-AdaVD, an inference-time framework that removes unwanted concepts from visual generative models by orthogonalizing and shifting value representations, work…
cs.CV2025
UniSVG: A Unified Dataset for Vector Graphic Understanding and Generation with Multimodal Large Language Models
Jinke Li, Jiarui Yu, Chenxing Wei +5
Unlike bitmap images, scalable vector graphics (SVG) maintain quality when scaled, frequently employed in computer vision and artistic design in the representation of SVG code. In…