2 papers
cs.LG2025
PARMESAN: Parameter-Free Memory Search and Transduction for Dense Prediction Tasks
Philip Matthias Winter, Maria Wimmer, David Major +7
This work addresses flexibility in deep learning by means of transductive reasoning. For adaptation to new data and tasks, e.g., in continual learning, existing methods typically i…
eess.IV2024
Fast Medical Shape Reconstruction via Meta-learned Implicit Neural Representations
Gaia Romana De Paolis, Dimitrios Lenis, Johannes Novotny +9
Efficient and fast reconstruction of anatomical structures plays a crucial role in clinical practice. Minimizing retrieval and processing times not only potentially enhances swift…