Vidya Prasad

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 5

Top Topics

Greedy Algorithm

Diffusion Models

Phylogenetic Trees

Document Similarity

Top Venues

IEEE Trans. Vis. Comput. Graph.

Publications

Vidya Prasad, Ruud J. G. van Sloun, Anna Vilanova, Nicola Pezzotti
ProactiV: Studying Deep Learning Model Behavior Under Input Transformations. IEEE Trans. Vis. Comput. Graph. 30 (8) (2024)
Vidya Prasad, Ruud J. G. van Sloun, Stef van den Elzen, Anna Vilanova, Nicola Pezzotti
The Transform-and-Perform Framework: Explainable Deep Learning Beyond Classification. IEEE Trans. Vis. Comput. Graph. 30 (2) (2024)
Vidya Prasad, Hans Van Gorp, Christina Humer, Anna Vilanova, Nicola Pezzotti
The Tree of Diffusion Life: Evolutionary Embeddings to Understand the Generation Process of Diffusion Models. CoRR (2024)
Qi Huang, Emanuele Mezzi, Osman Mutlu, Miltiadis Kofinas, Vidya Prasad, Shadnan Azwad Khan, Elena Ranguelova, Niki van Stein
Beyond the Veil of Similarity: Quantifying Semantic Continuity in Explainable AI. CoRR (2024)
Vidya Prasad, Zhu-Tian Chen, Anna Vilanova, Hanspeter Pfister, Nicola Pezzotti, Hendrik Strobelt
Unraveling the Temporal Dynamics of the Unet in Diffusion Models. CoRR (2023)