Kernel Orthogonality does not necessarily imply a Decrease in Feature Map Redundancy in CNNs: Convolutional…
Mapping Africa Settlements: High Resolution Urban and Rural Map by Deep Learning and Satellite Imageryby…
Enhancing DP-SGD through Non-monotonous Adaptive Scaling Gradient Weightby Tao Huang, Qingyu Huang, Xin Shi, Jiayang…
Layer-Adaptive State Pruning for Deep State Space Modelsby Minseon Gwak, Seongrok Moon, Joohwan Ko, PooGyeon…
Enhancing Adversarial Robustness via Uncertainty-Aware Distributional Adversarial Trainingby Junhao Dong, Xinghua Qu, Z. Jane Wang,…
Deep learning-based modularized loading protocol for parameter estimation of Bouc-Wen class modelsby Sebin Oh, Junho…
Energy-Aware Dynamic Neural Inferenceby Marcello Bullo, Seifallah Jardak, Pietro Carnelli, Deniz GündüzFirst submitted to arxiv…
Do graph neural network states contain graph properties?by Tom Pelletreau-Duris, Ruud van Bakel, Michael CochezFirst…
Towards certification: A complete statistical validation pipeline for supervised learning in industryby Lucas Lacasa, Abel…
Optimizing Multi-Scale Representations to Detect Effect Heterogeneity Using Earth Observation and Computer Vision: Applications to…