Alexander Huth
10 papers · 2018–2023 · 5 venues · across top CS/AI venues
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Achievements
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๐ Academic Marathon ยท Sprint ๐ฃ Hot Topic Early Bird ๐ Interdisciplinary Bridge ยท Gold ๐ Conference Polyglot ยท Silver ๐บ๏ธ Taxonomy Completionist (26)
๐
Keyword Champion
(2)
๐
Trend Setter
๐
Century Club ยท Bronze
๐๏ธ
Keyword Collector
(58)
Venues
Top co-authors
Research topics
Artificial Intelligence
(6)
Deep Learning
(6)
Machine Learning
(6)
Core AI
(6)
Interdisciplinary
(5)
Natural Language Processing
(5)
Cognitive Science
(4)
Generation
(4)
Architectures
(3)
Core Methods
(3)
Learning Types ยท Deep Learning
(3)
Learning Types ยท Machine Learning
(2)
Optimization & Theory
(2)
Resources & Methods
(2)
Science
(2)
Keywords
language model
(5)
brain encoding
(3)
neural encoding
(3)
brain response
(2)
brain response prediction
(2)
transfer learning
(2)
natural language processing
(2)
multi-timescale representation
(2)
curriculum learning
(1)
semantic representation
(1)
sequence modeling
(1)
concept representation
(1)
efficient computing
(1)
contextual representation
(1)
cross-modal transfer
(1)
training efficiency
(1)
speech processing
(1)
functional magnetic resonance imaging
(1)
power-law decay
(1)
in-context learning
(1)
Papers
Brain encoding models based on multimodal transformers can transfer across language and vision
NeurIPS 2023
Humans and language models diverge when predicting repeating text
CoNLL 2023
Scaling laws for language encoding models in fMRI
NeurIPS 2023
Self-Supervised Models of Audio Effectively Explain Human Cortical Responses to Speech
ICML 2022
Low-dimensional Structure in the Space of Language Representations is Reflected in Brain Responses
NeurIPS 2021
Multi-timescale Representation Learning in LSTM Language Models
ICLR 2021
Selecting Informative Contexts Improves Language Model Fine-tuning
ACL 2021
Approximating Stacked and Bidirectional Recurrent Architectures with the Delayed Recurrent Neural Network
ICML 2020
Interpretable multi-timescale models for predicting fMRI responses to continuous natural speech
NeurIPS 2020
Incorporating Context into Language Encoding Models for fMRI
NeurIPS 2018