2 papers
cs.CV2026
VITAL: More Understandable Feature Visualization through Distribution Alignment and Relevant Information Flow
Ada Gorgun, Bernt Schiele, Jonas Fischer
Neural networks are widely adopted to solve complex and challenging tasks. Especially in high-stakes decision-making, understanding their reasoning process is crucial, yet proves c…
cs.CV2026
Temporal Concept Dynamics in Diffusion Models via Prompt-Conditioned Interventions
Ada Gorgun, Fawaz Sammani, Nikos Deligiannis +2
Diffusion models are usually evaluated by their final outputs, gradually denoising random noise into meaningful images. Yet, generation unfolds along a trajectory, and analyzing th…