DOI,IST REx ID,Research Group,Title of publication
null,21113,FrLo,On the identifiability of causal graphs with multiple environments
null,20934,FrLo,Demystifying amortized causal discovery with transformers
null,21049,FrLo,How to probe: Simple yet effective techniques for improving post-hoc explanations
null,21066,FrLo,"Score matching through the roof: Linear, nonlinear, and latent variables causal discovery"
null,19010,FrLo,Unifying causal representation learning with the invariance principle
null,20032,"DaAl,FrLo",Scalable mechanistic neural networks
null,20036,FrLo,"Near, far: Patch-ordering enhances vision foundation models' scene understanding"
null,20303,FrLo,Sparse causal effect estimation using two-sample summary statistics in the presence of unmeasured confounding
null,20592,FrLo,Propagating model uncertainty through filtering-based probabilistic numerical ODE solvers
null,21074,FrLo,Connecting neural models latent geometries with relative geodesic representations
null,21072,FrLo,Head pursuit: Probing attention specialization in multimodal transformers
10.48550/arXiv.2411.00246,19674,FrLo,ResiDual transformer alignment with spectral decomposition
null,20817,FrLo,Mechanistic PDE networks for discovery of governing equations
null,21076,"FrLo,SyCr",Prediction-powered causal inferences
null,21068,FrLo,The third pillar of causal analysis? A measurement perspective on causal representations
null,21070,FrLo,Out-of-Distribution detection with relative angles
10.52202/085713-2479,22832,"FrLo,GradSch,SyCr",Prediction-Powered Causal Inferences
10.52202/085713-3769,22831,FrLo,Connecting neural models latent geometries with relative geodesic representations
null,14213,FrLo,Divided attention: Unsupervised multi-object discovery with contextually separated slots
null,14946,FrLo,Multi-view causal representation learning with partial observability