Vidya Prasad

According to our database, Vidya Prasad authored at least 6 papers between 2023 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

ProactiV: Studying Deep Learning Model Behavior Under Input Transformations.

Vidya Prasad, Ruud J. G. van Sloun, Anna Vilanova, Nicola Pezzotti

IEEE Trans. Vis. Comput. Graph., August, 2024

The Transform-and-Perform Framework: Explainable Deep Learning Beyond Classification.

Vidya Prasad, Ruud J. G. van Sloun, Stef van den Elzen, Anna Vilanova, Nicola Pezzotti

IEEE Trans. Vis. Comput. Graph., February, 2024

The Tree of Diffusion Life: Evolutionary Embeddings to Understand the Generation Process of Diffusion Models.

Vidya Prasad, Hans Van Gorp, Christina Humer, Anna Vilanova, Nicola Pezzotti

CoRR, 2024

Beyond the Veil of Similarity: Quantifying Semantic Continuity in Explainable AI.

Qi Huang, Emanuele Mezzi, Osman Mutlu, Miltiadis Kofinas, Vidya Prasad, Shadnan Azwad Khan, Elena Ranguelova, Niki van Stein

Proceedings of the Explainable Artificial Intelligence, 2024

Assessing the Robustness of Image Registration Models Under Domain Shifts with Learnable Input Images.

Iris Kolenbrander, Vidya Prasad, Leanne Zikken, Maureen A. J. M. van Eijnatten, Matteo Maspero, Josien P. W. Pluim

Proceedings of the Biomedical Image Registration - 11th International Workshop, 2024

2023

Unraveling the Temporal Dynamics of the Unet in Diffusion Models.

Vidya Prasad, Zhu-Tian Chen, Anna Vilanova, Hanspeter Pfister, Nicola Pezzotti, Hendrik Strobelt

CoRR, 2023