Francesco Locatello

10

Papers

32

Total Citations

Papers (10)

Grounded Object-Centric Learning

Near, far: Patch-ordering enhances vision foundation models' scene understanding

How to Probe: Simple Yet Effective Techniques for Improving Post-hoc Explanations

Head Pursuit: Probing Attention Specialization in Multimodal Transformers

NeurIPS 2025arXiv

The third pillar of causal analysis? A measurement perspective on causal representations

A Sparsity Principle for Partially Observable Causal Representation Learning

OOD Detection with Relative Angles

Adaptive Slot Attention: Object Discovery with Dynamic Slot Number

Unsupervised Concept Discovery Mitigates Spurious Correlations

Mechanistic Neural Networks for Scientific Machine Learning