TMLR 2026: prescriptive SVD-inspired attention via spectral energy retention
The paper “Prescriptive SVD-Inspired Attention via Spectral Energy Retention” has been published in Transactions on
Selected research outputs, publications and technical milestones from MediaLab projects.
The paper “Prescriptive SVD-Inspired Attention via Spectral Energy Retention” has been published in Transactions on
The article “Towards Heritage World Models” extends the discussion around ARGUS, PANOPTES, semantic digital twins
“Representation-Diverse Self-Supervision for Cross-Domain Bioacoustic Learning in Low-Resource Settings” was presented at ICASSP 2026. The
The paper “Process-Tensor Tomography of SGD: Measuring Non-Markovian Memory via Back-Flow of Distinguishability” was published
“Two-Stage Angular Alignment for Positive-Unlabeled Learning” proposes a geometric weak-supervision method for settings where only
“Interpretable Vision Transformers in Image Classification via SVDA” extends the group’s SVD-inspired attention work to
The paper “Angular Regularization for Positive-Unlabeled Learning on the Hypersphere” received TMLR certification and was
“Krikri: Advancing Open Large Language Models for Greek” was published in Findings of EMNLP 2025
The article “Towards Evolving Actor-Network Ontologies: Enabling Reflexive Digital Twins for Cultural Heritage” advances the
The paper “AHMP: Agile Humanoid Motion Planning with Contact Sequence Discovery” was presented at IEEE-RAS