Cognitive Modeling

The functional specialization of visual cortex emerges from training parallel pathways with self-supervised predictive learning NeurIPS 2021 The Influence of Parallel Processing on Illusory Vowels Interspeech 2021 Transformation Driven Visual Reasoning CVPR 2021 Visual Relation Detection using Hybrid Analogical Learning AAAI 2021 Were We There Already? Applying Minimal Generalization to the SIGMORPHON-UniMorph Shared Task on Cognitively Plausible Morphological Inflection ACL 2021 Achieving Common Ground in Multi-modal Dialogue ACL 2020 A general recurrent state space framework for modeling neural dynamics during decision-making ICML 2020 A mathematical theory of cooperative communication NeurIPS 2020 A meta-learning approach to (re)discover plasticity rules that carve a desired function into a neural network NeurIPS 2020 A Two-Level Interpretation of Modality in Human-Robot Dialogue COLING 2020 Categorisation, Typicality & Object-Specific Features in Spatial Referring Expressions EMNLP 2020 Climbing towards NLU: On Meaning, Form, and Understanding in the Age of Data ACL 2020 Cortical Oscillatory Hierarchy for Natural Sentence Processing Interspeech 2020 Demixed shared component analysis of neural population data from multiple brain areas NeurIPS 2020 Development of Multi-level Linguistic Alignment in Child-adult Conversations EMNLP 2020 Estimating Fluctuations in Neural Representations of Uncertain Environments NeurIPS 2020 From Language to Language-ish: How Brain-Like is an LSTM’s Representation of Nonsensical Language Stimuli? EMNLP 2020 Gold Seeker: Information Gain From Policy Distributions for Goal-Oriented Vision-and-Langauge Reasoning CVPR 2020 Images and Imagination: Automated Analysis of Priming Effects Related to Autism Spectrum Disorder and Developmental Language Disorder EMNLP 2020 Language (Re)modelling: Towards Embodied Language Understanding ACL 2020 Learning abstract structure for drawing by efficient motor program induction NeurIPS 2020 Learning efficient task-dependent representations with synaptic plasticity NeurIPS 2020 Learning Pronoun Case from Distributional Cues: Flexible Frames for Case Acquisition EMNLP 2020 Memory-bounded Neural Incremental Parsing for Psycholinguistic Prediction ACL 2020 Minimax Dynamics of Optimally Balanced Spiking Networks of Excitatory and Inhibitory Neurons NeurIPS 2020