Learning on LoRAs: GL-Equivariant Processing of Low-Rank Weight Spaces for Large Finetuned Modelsby Theo Putterman,…
Towards the Best Solution for Complex System Reliability: Can Statistics Outperform Machine Learning?by Maria Luz…
Improving Distribution Alignment with Diversity-based Samplingby Andrea Napoli, Paul WhiteFirst submitted to arxiv on: 5…
Integrating Physics-Informed Deep Learning and Numerical Methods for Robust Dynamics Discovery and Parameter Estimationby Caitlin…
Cross-Lingual Query-by-Example Spoken Term Detection: A Transformer-Based Approachby Allahdadi Fatemeh, Mahdian Toroghi Rahil, Zareian HassanFirst…
Rethinking Fair Representation Learning for Performance-Sensitive Tasksby Charles Jones, Fabio de Sousa Ribeiro, Mélanie Roschewitz,…
Applying Quantum Autoencoders for Time Series Anomaly Detectionby Robin Frehner, Kurt StockingerFirst submitted to arxiv…
Deep Transfer Learning Based Peer Review Aggregation and Meta-review Generation for Scientific Articlesby Md. Tarek…
UFLUX v2.0: A Process-Informed Machine Learning Framework for Efficient and Explainable Modelling of Terrestrial Carbon…
Measuring and Controlling Solution Degeneracy across Task-Trained Recurrent Neural Networksby Ann Huang, Satpreet H. Singh,…