Jekyll2026-05-18T06:28:41+00:00https://proceedings.mlr.press/v308/feed.xmlProceedings of Machine Learning ResearchProceedings of the First Workshop on NeuroAI Multimodal Intelligence @ AAAI 2026
Held in Singapore on 27 January 2026
Published as Volume 308 by the Proceedings of Machine Learning Research on 18 May 2026.
Volume Edited by:
Reza Abbasi-Asl
Asim Iqbal
Shinya Ito
Anton Arkhipov
Sophia Sanborn
Series Editors:
Neil D. Lawrence
PMLRHierarchical Predictive Processing for Uncertainty-Aware Multimodal Transformers2026-05-18T00:00:00+00:002026-05-18T00:00:00+00:00https://proceedings.mlr.press/v308/achyuthan26a[{"given"=>"Namita", "family"=>"Achyuthan"}, {"given"=>"Bhaskarjyoti", "family"=>"Das"}]Electrophysiologically Informed Neuromorphic Spiking Networks for Spatial Navigation2026-05-18T00:00:00+00:002026-05-18T00:00:00+00:00https://proceedings.mlr.press/v308/cohen26a[{"given"=>"Lear", "family"=>"Cohen"}, {"given"=>"Hadar Cohen", "family"=>"Duwek"}, {"given"=>"Elishai Ezra", "family"=>"Tsur"}]Multi-Modal Natural Intelligence through Active Predictive Coding2026-05-18T00:00:00+00:002026-05-18T00:00:00+00:00https://proceedings.mlr.press/v308/duan26a[{"given"=>"Jeffrey", "family"=>"Duan"}, {"given"=>"Vishwas", "family"=>"Sathish"}, {"given"=>"Crimson", "family"=>"Stambaugh"}, {"given"=>"Rajesh P. N.", "family"=>"Rao"}]A Biologically Interpretable Cognitive Architecture for Online Structuring of Episodic Memories into Cognitive Maps2026-05-18T00:00:00+00:002026-05-18T00:00:00+00:00https://proceedings.mlr.press/v308/dzhivelikian26a[{"given"=>"Evgenii", "family"=>"Dzhivelikian"}, {"given"=>"Nikita", "family"=>"Bainaev-Mangilev"}, {"given"=>"Aleksandr", "family"=>"Panov"}]G-LaD: Graph-Language alignment for few-shot Diagnosis from fMRI2026-05-18T00:00:00+00:002026-05-18T00:00:00+00:00https://proceedings.mlr.press/v308/gupta26a[{"given"=>"Abhishek", "family"=>"Gupta"}, {"given"=>"Vipul Kumar", "family"=>"Singh"}, {"given"=>"Jyotismita", "family"=>"Barman"}, {"given"=>"Sandeep", "family"=>"Kumar"}, {"given"=>"Anish", "family"=>"Arora"}]DynaTab: Dynamic Feature Ordering as Neural Rewiring for High-Dimensional Tabular Data2026-05-18T00:00:00+00:002026-05-18T00:00:00+00:00https://proceedings.mlr.press/v308/habib26a[{"given"=>"Al Zadid Sultan Bin", "family"=>"Habib"}, {"given"=>"Gianfranco", "family"=>"Doretto"}, {"given"=>"Donald A.", "family"=>"Adjeroh"}]Neural Attention Maps Alignment in Vision Transformers and Mammalian Visual Cortex2026-05-18T00:00:00+00:002026-05-18T00:00:00+00:00https://proceedings.mlr.press/v308/jalil26a[{"given"=>"Hamd", "family"=>"Jalil"}, {"given"=>"Ahmed Rashid", "family"=>"Qazi"}, {"given"=>"Asim", "family"=>"Iqbal"}]Out-of-Distribution Generalization under Augmented Stimuli Reveals the Inductive Bias of Visual Cortex Digital Twins2026-05-18T00:00:00+00:002026-05-18T00:00:00+00:00https://proceedings.mlr.press/v308/kasagi26a[{"given"=>"Ayumi", "family"=>"Kasagi"}, {"given"=>"Takemi", "family"=>"Hieda"}, {"given"=>"Yuki", "family"=>"Hosaka"}, {"given"=>"Ruixiang", "family"=>"Li"}, {"given"=>"Masato", "family"=>"Taki"}, {"given"=>"Teppei", "family"=>"Matsui"}]Shared Latent Coordinates and Multi-Observable Phase-Diagram Placement Yield Directly Comparable Mechanistic Fingerprints of Whole-Brain Dynamics2026-05-18T00:00:00+00:002026-05-18T00:00:00+00:00https://proceedings.mlr.press/v308/kedys26a[{"given"=>"Julian", "family"=>"Kedys"}, {"given"=>"Cezary", "family"=>"Mazurek"}]Developing Autoencoder: Incremental Bottleneck Expansion Leads to an Informed Latent Space2026-05-18T00:00:00+00:002026-05-18T00:00:00+00:00https://proceedings.mlr.press/v308/kong26a[{"given"=>"Deyue", "family"=>"Kong"}, {"given"=>"Jonas", "family"=>"Elpelt"}, {"given"=>"David", "family"=>"Vogenauer"}, {"given"=>"Markos", "family"=>"Genios"}, {"given"=>"Matthias", "family"=>"Kaschube"}]