PaperHub

Francesco Locatello

~Francesco_Locatello1

26
论文总数
13.0
年均投稿
5.9
平均评分
接收情况17/26
会议分布
ICLR
13
NeurIPS
12
ICML
1

发表论文 (26 篇)

202513 篇

5.5
4

Look Around and Find Out: OOD Detection with Relative Angles

ICLR 2025Rejected
6.6
4

Mechanistic PDE Networks for Discovery of Governing Equations

ICML 2025Poster
7.3
4

OOD Detection with Relative Angles

NeurIPS 2025Poster
6.3
4

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

ICLR 2025Poster
5.0
4

Demystifying amortized causal discovery with transformers

ICLR 2025Rejected
6.5
4

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

ICLR 2025Poster
7.3
4

Head Pursuit: Probing Attention Specialization in Multimodal Transformers

NeurIPS 2025Spotlight
6.5
4

Scalable Mechanistic Neural Networks

ICLR 2025Poster
6.0
4

Connecting Neural Models Latent Geometries with Relative Geodesic Representations

NeurIPS 2025Poster
6.8
4

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

NeurIPS 2025Poster
7.0
4

Unifying Causal Representation Learning with the Invariance Principle

ICLR 2025Poster
5.0
4

Adjusting Pretrained Backbones for Performativity

ICLR 2025Rejected
6.8
5

Prediction-Powered Causal Inferences

NeurIPS 2025Poster

202413 篇

6.0
3

Grounded Object-Centric Learning

ICLR 2024Poster
6.0
4

Identifiable Object-Centric Representation Learning via Probabilistic Slot Attention

NeurIPS 2024Poster
4.7
3

Mechanistic Neural Networks

ICLR 2024Rejected
5.3
4

Identifying General Mechanism Shifts in Linear Causal Representations

NeurIPS 2024Poster
5.3
4

Divided Attention: Unsupervised Multiple-object Discovery and Segmentation with Interpretable Contextually Separated Slots

ICLR 2024Rejected
5.8
4

Marrying Causal Representation Learning with Dynamical Systems for Science

NeurIPS 2024Poster
6.0
4

Latent Functional Maps: a spectral framework for representation alignment

NeurIPS 2024Poster
4.3
4

Demystifying amortized causal discovery with transformers

NeurIPS 2024Rejected
3.8
4

PRO: Pseudo-label Regularized Optimization on Unlabeled Test Data

ICLR 2024Rejected
6.8
4

Smoke and Mirrors in Causal Downstream Tasks

NeurIPS 2024Poster
5.0
3

Score matching through the roof: linear, nonlinear, and latent variables causal discovery

NeurIPS 2024Rejected
5.0
4

Adaptive Slot Attention: Object Discovery with Dynamic Slot Number

ICLR 2024withdrawn
7.0
4

Multi-View Causal Representation Learning with Partial Observability

ICLR 2024Spotlight
合作者 (20)