2 papers
cs.CV2026
Graph-PiT: Enhancing Structural Coherence in Part-Based Image Synthesis via Graph Priors
Junbin Zhang, Meng Cao, Feng Tan +2
Achieving fine-grained and structurally sound controllability is a cornerstone of advanced visual generation. Existing part-based frameworks treat user-provided parts as an unorder…
cs.CV2026
Shallow- and Deep-fake Image Manipulation Localization Using Vision Mamba and Guided Graph Neural Network
Junbin Zhang, Hamid Reza Tohidypour, Yixiao Wang +1
Image manipulation localization is a critical research task, given that forged images may have a significant societal impact of various aspects. Such image manipulations can be pro…