Alexandre Araujo

EMMA: Efficient Visual Alignment in Multi-Modal LLMs

The Lipschitz-Variance-Margin Tradeoff for Enhanced Randomized Smoothing

On the Scalability and Memory Efficiency of Semidefinite Programs for Lipschitz Constant Estimation of Neural Networks

Fine-grained Local Sensitivity Analysis of Standard Dot-Product Self-Attention

Novel Quadratic Constraints for Extending LipSDP beyond Slope-Restricted Activations

LipSim: A Provably Robust Perceptual Similarity Metric