Enhancing Model Fairness and Accuracy with Similarity Networks: A Methodological Approachby Samira Maghool, Paolo CeravoloFirst…
Multi-armed Bandits with Missing Outcomeby Ilia Mahrooghi, Mahshad Moradi, Sina Akbari, Negar KiyavashFirst submitted to…
Online-LoRA: Task-free Online Continual Learning via Low Rank Adaptationby Xiwen Wei, Guihong Li, Radu MarculescuFirst…
Tell What You Hear From What You See – Video to Audio Generation Through Textby…
YOSO: You-Only-Sample-Once via Compressed Sensing for Graph Neural Network Trainingby Yi Li, Zhichun Guo, Guanpeng…
Visual-TCAV: Concept-based Attribution and Saliency Maps for Post-hoc Explainability in Image Classificationby Antonio De Santis,…
Sample and Computationally Efficient Robust Learning of Gaussian Single-Index Modelsby Puqian Wang, Nikos Zarifis, Ilias…
Scaling Laws for Task-Optimized Models of the Primate Visual Ventral Streamby Abdulkadir Gokce, Martin SchrimpfFirst…
Graph-Dictionary Signal Model for Sparse Representations of Multivariate Databy William Cappelletti, Pascal FrossardFirst submitted to…
STARS: Sensor-agnostic Transformer Architecture for Remote Sensingby Ethan King, Jaime Rodriguez, Diego Llanes, Timothy Doster,…