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20212026
most citedU-Net Transformer: Self and Cross Attention for Medical Image Segmentation

18 citations · 31 across the 16 of their papers we have counts for

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cs.LG2026

TSPFN: A Temporal Tabular Foundation Model for Physiological Time Series Classification

Jérémie Stym-Popper, Clément Rambour, Federica Granese +2

Designing models that generalize effectively in low- to medium-data regimes remains a primary challenge in medical machine learning, particularly for physiological time-series clas…

math.CO2026

Fast SDP certification of neural networks : towards large multi-class datasets

Margot Boyer, Clément Rambour, Zacharie Alès +1

We present a new quadratic model for the certification problem in adversarial robustness, which simultaneously accounts for all possible target classes. Building on this model, we…