影响力指数

95.22/100

前 0.3%

全站排名 #164

发表论文33 篇

平均评分5.8

年均产出11.0 篇/年

Francesco Locatello

Assistant Professor@Institute of Science and Technology·奥地利·OpenReview

研究方向

Causal representation learning · Representation Learning · Unsupervised Learning · Optimization

Exploratory Causal Inference in SAEnce

Navigating the Latent Space Dynamics of Neural Models

Statistical and structural identifiability in representation learning

ICLR 2026Poster

Boomerang Distillation Enables Zero-Shot Model Size Interpolation

ICLR 2026Poster

High-dimensional Analysis of Synthetic Data Selection

MorphGen: Controllable and Morphologically Plausible Generative Cell-Imaging

ICLR 2026Rejected

Learning Explicit Single-Cell Dynamics Using ODE Representations

ICLR 2026Poster

OOD Detection with Relative Angles

NeurIPS 2025Poster

Head Pursuit: Probing Attention Specialization in Multimodal Transformers

NeurIPS 2025Spotlight

Unifying Causal Representation Learning with the Invariance Principle

ICLR 2025Poster

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

NeurIPS 2025Poster

Prediction-Powered Causal Inferences

NeurIPS 2025Poster

Mechanistic PDE Networks for Discovery of Governing Equations

ICML 2025Poster

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

ICLR 2025Poster

Scalable Mechanistic Neural Networks

ICLR 2025Poster

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

ICLR 2025Poster

Connecting Neural Models Latent Geometries with Relative Geodesic Representations

NeurIPS 2025Poster

Look Around and Find Out: OOD Detection with Relative Angles

ICLR 2025Rejected

Demystifying amortized causal discovery with transformers

ICLR 2025Rejected

Adjusting Pretrained Backbones for Performativity

ICLR 2025Rejected

合作者 (20)

Theofanis Karaletsos

Francesco Montagna

Efstratios Gavves