2 papers
cs.CV2026
CLASP: Continual Low-rank Adapters for Spatially Placed Concepts from One Hypernetwork
Wojciech Gromski, Patryk Krukowski, Jan Miksa +2
Continual personalization of text-to-image diffusion models requires sequentially acquiring new concepts while retaining previously learned ones. However, existing methods either s…
cs.CV2026
VIGIL: Tackling Hallucination Detection in Image Recontextualization
Joanna Wojciechowicz, Maria Łubniewska, Jakub Antczak +4
We introduce VIGIL (Visual Inconsistency & Generative In-context Lucidity), a benchmark dataset and framework that provides a fine-grained categorization of hallucinations in the m…