Leila Wehbe

Orcid: 0000-0001-8545-2062

According to our database1, Leila Wehbe authored at least 26 papers between 2012 and 2024.

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Bibliography

2024
Stacked regressions and structured variance partitioning for interpretable brain maps.
NeuroImage, 2024

Brain Mapping with Dense Features: Grounding Cortical Semantic Selectivity in Natural Images With Vision Transformers.
CoRR, 2024

StableSemantics: A Synthetic Language-Vision Dataset of Semantic Representations in Naturalistic Images.
CoRR, 2024

BrainSCUBA: Fine-Grained Natural Language Captions of Visual Cortex Selectivity.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023
Better models of human high-level visual cortex emerge from natural language supervision with a large and diverse dataset.
Nat. Mac. Intell., December, 2023

Divergences between Language Models and Human Brains.
CoRR, 2023

Neural Data Transformer 2: Multi-context Pretraining for Neural Spiking Activity.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Brain Dissection: fMRI-trained Networks Reveal Spatial Selectivity in the Processing of Natural Images.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Brain Diffusion for Visual Exploration: Cortical Discovery using Large Scale Generative Models.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022
Combining computational controls with natural text reveals aspects of meaning composition.
Nat. Comput. Sci., 2022

Prospective Learning: Back to the Future.
CoRR, 2022

Same Cause; Different Effects in the Brain.
Proceedings of the 1st Conference on Causal Learning and Reasoning, 2022

2021
Single-Trial MEG Data Can Be Denoised Through Cross-Subject Predictive Modeling.
Frontiers Comput. Neurosci., 2021

Behavior measures are predicted by how information is encoded in an individual's brain.
CoRR, 2021

Can fMRI reveal the representation of syntactic structure in the brain?
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020
Modeling Task Effects on Meaning Representation in the Brain via Zero-Shot MEG Prediction.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019
Neural Taskonomy: Inferring the Similarity of Task-Derived Representations from Brain Activity.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Interpreting and improving natural-language processing (in machines) with natural language-processing (in the brain).
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Inducing brain-relevant bias in natural language processing models.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Self-Discriminative Learning for Unsupervised Document Embedding.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

2015
The Time and Location of Natural Reading Processes in the Brain.
PhD thesis, 2015

A Compositional and Interpretable Semantic Space.
Proceedings of the NAACL HLT 2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Denver, Colorado, USA, May 31, 2015

The Spatio-Temporal Representation of Natural Reading.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Nonparametric Independence Testing for Small Sample Sizes.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

2014
Aligning context-based statistical models of language with brain activity during reading.
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

2012
Tracking neural coding of perceptual and semantic features of concrete nouns.
NeuroImage, 2012


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