Alexander Huth

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 16

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Publications

Richard Antonello, Nihita Sarma, Jerry Tang, Jiaru Song, Alexander Huth
How Many Bytes Can You Take Out Of Brain-To-Text Decoding? CoRR (2024)
Jerry Tang, Meng Du, Vy A. Vo, Vasudev Lal, Alexander Huth
Brain encoding models based on multimodal transformers can transfer across language and vision. NeurIPS (2023)
Richard Antonello, Aditya R. Vaidya, Alexander Huth
Scaling laws for language encoding models in fMRI. NeurIPS (2023)
Aditya R. Vaidya, Javier Turek, Alexander Huth
Humans and language models diverge when predicting repeating text. CoNLL (2023)
Aditya R. Vaidya, Shailee Jain, Alexander Huth
Self-Supervised Models of Audio Effectively Explain Human Cortical Responses to Speech. ICML (2022)
Richard Antonello, Javier S. Turek, Vy Ai Vo, Alexander Huth
Low-dimensional Structure in the Space of Language Representations is Reflected in Brain Responses. NeurIPS (2021)
Richard Antonello, Javier Turek, Vy A. Vo, Alexander Huth
Low-Dimensional Structure in the Space of Language Representations is Reflected in Brain Responses. CoRR (2021)
Richard Antonello, Nicole Beckage, Javier Turek, Alexander Huth
Selecting Informative Contexts Improves Language Model Fine-tuning. ACL/IJCNLP (1) (2021)
Shivangi Mahto, Vy Ai Vo, Javier S. Turek, Alexander Huth
Multi-timescale Representation Learning in LSTM Language Models. ICLR (2021)
Zaiwei Zhang, Zhenpei Yang, Chongyang Ma, Linjie Luo, Alexander Huth, Etienne Vouga, Qixing Huang
Deep Generative Modeling for Scene Synthesis via Hybrid Representations. ACM Trans. Graph. 39 (2) (2020)
Shailee Jain, Vy A. Vo, Shivangi Mahto, Amanda LeBel, Javier S. Turek, Alexander Huth
Interpretable multi-timescale models for predicting fMRI responses to continuous natural speech. NeurIPS (2020)
Javier Turek, Shailee Jain, Vy A. Vo, Mihai Capota, Alexander Huth, Theodore L. Willke
Approximating Stacked and Bidirectional Recurrent Architectures with the Delayed Recurrent Neural Network. ICML (2020)
Richard Antonello, Javier Turek, Alexander Huth
Selecting Informative Contexts Improves Language Model Finetuning. CoRR (2020)
Zaiwei Zhang, Zhenpei Yang, Chongyang Ma, Linjie Luo, Alexander Huth, Etienne Vouga, Qixing Huang
Deep Generative Modeling for Scene Synthesis via Hybrid Representations. CoRR (2018)
Shailee Jain, Alexander Huth
Incorporating Context into Language Encoding Models for fMRI. NeurIPS (2018)
Javier S. Turek, Alexander Huth
Sparse and low-rank approximations of large symmetric matrices using biharmonic interpolation. CoRR (2017)