Leila Wehbe
- Interpreting and improving natural-language processing (in machines) with natural language-processing (in the brain)
2019/05/28 by Mariya Toneva, Leila Wehbe, Toneva, Mariya +1 · 20 citations
Computer Science · Neuroscience · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Neurobiology of Language and Bilingualism #Neurons and Cognition (q-bio.NC) #Topic Modeling
- Brain Diffusion for Visual Exploration: Cortical Discovery using Large Scale Generative Models
2023/06/05 by Andrew F. Luo, Luo, Andrew F., Margaret M. Henderson +5 · 9 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
- BrainSCUBA: Fine-Grained Natural Language Captions of Visual Cortex Selectivity
2023/10/06 by Andrew F. Luo, Margaret M. Henderson, Luo, Andrew F. +5 · 8 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Cell Image Analysis Techniques #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Neurons and Cognition (q-bio.NC)
- Inducing brain-relevant bias in natural language processing models
2019/10/29 by Dan Schwartz, Mariya Toneva, Schwartz, Dan +3 · 4 citations
Computer Science · Neuroscience · #Computation and Language (cs.CL) #FOS: Biological sciences #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Machine Learning (cs.LG) #Neurobiology of Language and Bilingualism #Neurons and Cognition (q-bio.NC) #Topic Modeling
- Brain Mapping with Dense Features: Grounding Cortical Semantic Selectivity in Natural Images With Vision Transformers
2024/10/07 by Andrew F. Luo, Luo, Andrew F., Jacob Yeung +11 · 6 citations
Computer Science · Neuroscience · #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #EEG and Brain-Computer Interfaces #FOS: Biological sciences #FOS: Computer and information sciences #Neural Networks and Applications #Neurons and Cognition (q-bio.NC)
- Divergences between Language Models and Human Brains
2023/11/15 by Yuchen Zhou, Emmy Liu, Zhou, Yuchen +7 · 3 citations
Computer Science · Neuroscience · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Biological sciences #FOS: Computer and information sciences #Language and cultural evolution #Machine Learning (cs.LG) #Neurobiology of Language and Bilingualism #Neurons and Cognition (q-bio.NC) #Topic Modeling
- Nonparametric Independence Testing for Small Sample Sizes
2014/06/07 by Aaditya Ramdas, Ramdas, Aaditya, Leila Wehbe +1 · 1 citation
Computer Science · Mathematics · #Advanced Statistical Methods and Models #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Machine Learning (stat.ML) #Statistical Methods and Inference
- Same Cause; Different Effects in the Brain
2022/02/21 by Mariya Toneva, Jennifer Williams, Toneva, Mariya +7 · 2 citations
Neuroscience · #Applications (stat.AP) #Artificial Intelligence (cs.AI) #EEG and Brain-Computer Interfaces #FOS: Biological sciences #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function #Neurons and Cognition (q-bio.NC)