Publications

2026

  1. Deep learning-based control of electrically evoked activity in human visual cortex
    Pehuen Moure*, Jacob Granley*, Fabrizio Grani*, Leili Soo, Antonio Lozano, and 6 more authors
    Neuron
    Neuron [2026] PDF Video
  2. When Audio-Language Models Fail to Leverage Multimodal Context for Dysarthric Speech Recognition
    Pehuen Moure*, Niclas Pokel*, Bilal Bounajma, Yingqiang Gao, Roman Böhringer, and 2 more authors
    In Conference on Language Modeling
    CoLM [2026] PDF Video
  3. Variational Low-Rank Adaptation for Personalized Impaired Speech Recognition
    Pehuen Moure*, Niclas Pokel*, Roman Böhringer, Shih-Chii Liu, and Yingqiang Gao
    In Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing
    ICASSP [2026] PDF Video
  4. Mechanistic Insights into Audio-Language Models for Impaired Speech
    Pehuen Moure, Bilal Bounajma, Niclas Pokel, Yingqiang Gao, Roman Böhringer, and 3 more authors
    In International Conference on Machine Learning Workshop on Machine Learning for Audio
    ICML [2026]
  5. Demonstration of Adapt4Me: An Uncertainty-Aware Authoring Environment for Personalizing Automatic Speech Recognition to Non-normative Speech
    Niclas Pokel, Yiming Zhao, Pehuen Moure, Yingqiang Gao, and Roman Böhringer
    In Proceedings of the ACM Conference on Conversational User Interfaces
    CUI [2026] PDF
  6. Data-Efficient ASR Personalization for Non-Normative Speech Using an Uncertainty-Based Phoneme Difficulty Score for Guided Sampling
    Niclas Pokel*, Roman Böhringer*, Yingqiang Gao*, and Pehuen Moure*
    In Proceedings of Interspeech
    Preprint at arXiv
    Interspeech [2026] PDF
  7. Reasoning Aligns Language Models to Human Cognition
    Gonçalo Guiomar*, Elia Torre*, Pehuen Moure, Victoria Shavina, Mario Giulianelli, and 2 more authors
    Preprint at arXiv
    [2026] PDF
  8. Active Probabilistic Reasoning in Humans and LLMs
    Gonçalo Guiomar, Elia Torre, Pehuen Moure, Victoria Shavina, Mario Giulianelli, and 2 more authors
    In International Conference on Machine Learning Workshop on Combining Theory and Benchmarks
    ICML [2026]

2025

  1. Temporally-Varying Stimulations for Cortical Visual Neuroprosthetic using Spiking Neural Networks
    Pehuen Moure, Tatyana Pak, Niklas Hahn, Jasper Steveninck, and Shih-Chii Liu
    In International Conference of Engineering in Medicine and Biology Society
    EMBC [2025] PDF
  2. A Behavioral Study of Event-based Depth-Filtered Prosthetic Vision in Simulated Dynamic Environments
    Niklas Hahn, Pehuen Moure, and Shih-Chii Liu
    In International Conference of Engineering in Medicine and Biology Society
    EMBC [2025] PDF
  3. Adaptive Neural Control with Implicit Online Inference of Privileged Parameters
    Marcin Paluch, Florian Bolli, Pehuen Moure, Xiang Deng, and Tobi Delbruck
    In Learning for Dynamics and Control Conference
    L4DC [2025] PDF
  4. Adapting Foundation Speech Recognition Models to Impaired Speech: A Semantic Re-chaining Approach for Personalization of German Speech
    Niclas Pokel, Roman Böhringer*, Yingqiang Gao*, and Pehuen Moure*
    In Disfluency in Spontaneous Speech Workshop at Interspeech
    DISS [2025] PDF

2024

  1. Regularized Parameter Uncertainty for Improving Generalization in Reinforcement Learning
    Pehuen Moure, Longbiao Cheng, Joachim Ott, Zuowen Wang, and Shih-Chii Liu
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition
    CVPR [2024] PDF
  2. Bio-inspired parameter reuse: Exploiting inter-frame representation similarity with recurrence for accelerating temporal visual processing
    Zuowen Wang, Longbiao Cheng, Joachim Ott, Pehuen Moure, and Shih-Chii Liu
    In Proceedings of UniReps: the First Workshop on Unifying Representations in Neural Models
    NeurIPS [2024] PDF
  3. DeltaDEQ: Exploiting Heterogeneous Convergence for Accelerating Deep Equilibrium Iterations
    Zuowen Wang, Longbiao Cheng, Pehuen Moure, Niklas Hahn, and Shih-Chii Liu
    In Neural Information Processing Systems
    NeurIPS [2024] PDF

2021

  1. A Computational Design and Evaluation Tool for 3D Structures with Planar Surfaces
    Chang Liu, Wenzhong Yan, Pehuen Moure, Cody Fan, and Ankur Mehta
    In International Conference on Robotics and Automation
    ICRA [2021] PDF

2018

  1. Can Interactive Systems Be Designed for Conviviality? A Case Study
    Marc Choueiri, Schuyler Duffy, Sanjay Guria, Conrad McCarthy, Pehuen Moure, and 4 more authors
    In Proceedings of the 2018 ACM Conference Companion Publication on Designing Interactive Systems
    DIS [2018]