34 citations · 94 across the 42 of their papers we have counts for
13 papers · 1 filter
Mask-Induced Displacement in Audio XAI via Logit Trajectory Decomposition
Nico García-Peguinho, David Kelly, Fabrizio Smeraldi +1
Perturbation-based XAI methods for audio classifiers often estimate feature importance by masking spectrogram regions and crediting output changes to the retained signal. Yet they…
Matrix Aggregation Operators
Inmaculada Gutiérrez, Asier Urio-Larrea, J. Tinguaro Rodríguez +3
Aggregation theory has traditionally focused on operators defined over vectors. However, many applications-including Multi-Criteria Decision Making, Group Decision Making, Fuzzy Ru…
GERIS: A Game-Theoretic Framework for Filtering Instance-Dependent Label Noise in License Plate Data Augmentation
Seyedeh Sara Jalili Shani, Rouhollah Ahmadian, Amin Rahmani +2
In this paper, we propose GERIS, a game-theoretic framework for instance selection in the data augmentation phase of license plate recognition systems. During augmentation, synthet…
Precise QCD Predictions for the Scotogenic Model at Colliders
Mohammed Boukidi, Camila Ramos, Richard Ruiz
Motivated by the anticipated data rates of the high-luminosity phase of the Large Hadron Collider, we report the first predictions up to next-to-leading order in quantum chromodyna…
Domain-Adaptive Pretraining Enhances Water Treatment Semantic Representation for Large-Scale Structured Literature Mining
Mudi Zhai, Ruihong Qiu, Qingyun Zeng +3
Water treatment research is expanding rapidly, but much of the knowledge acquired from this research remains scattered across unstructured literature. The field still lacks a dedic…
Muon Can Outperform Dedicated Continual Learning Methods
Sebastian George Sincari, Bogdan Alexandru Gheorghe, Antonio Barbalau
Continual learning with Low-Rank Adapters (LoRA) typically mitigates forgetting by penalizing the overlap between a new update and the accumulated past weights, which discourages c…