2 papers
cs.LG2026
DeepWeightFlow: Re-Basined Flow Matching for Generating Neural Network Weights
Saumya Gupta, Scott Biggs, Moritz Laber +3
Building efficient and effective generative models for neural network weights has been a research focus of significant interest that faces challenges posed by the high-dimensional…
cs.CV2025
Bridging 3D Deep Learning and Curation for Analysis and High-Quality Segmentation in Practice
Simon Püttmann, Jonathan Jair Sà nchez Contreras, Lennart Kowitz +8
Accurate 3D microscopy image segmentation is critical for quantitative bioimage analysis but even state-of-the-art foundation models yield error-prone results. Therefore, manual cu…