convolutional neural network

A Combination of Noise and Bilateral Filters Achieve Supralinear and Scalable Adversarial Robustness in CNNs CVPR 2026 A Fast, Simple, and Flexible Scale Informative Feature Transform Module for Arbitrary Scale Image Super-Resolution WACV 2026 AI-Driven Real-Time Acoustic Modelling for Better Audio Perception in Dynamic Environments AAAI 2026 Boosting Adversarial Transferability via Ensemble Non-Attention AAAI 2026 Consensus vs. Controversy: Mapping the Decision Space Where Architectures Diverge CVPR 2026 Convolutional Neural Networks Driven by Content Similarity CVPR 2026 DeepGB-TB: A Risk-Balanced Cross-Attention Gradient-Boosted Convolutional Network for Rapid, Interpretable Tuberculosis Screening AAAI 2026 Deep Learning Based Emboli Detection Using Ultrasound Doppler Imaging MIDL 2026 DRM-Net: Explicit Residual Modelling with Subaquatic Multi-Scale Context Fusion for Underwater Image Enhancement AAAI 2026 EagleConv: Bio-inspired Dual-Foveated Convolution for Robust Small Object Detection UAI 2026 EdgeMTSC: A Lightweight Large-Kernel ConvNet for Multivariate Time Series Classification AAAI 2026 Efficient Forecasting of Geostationary Infrared Brightness Temperature Sequences: A Benchmark and a Lightweight Model AAAI 2026 FedDNA: DNA Sequence Reconstruction via Deep Evidential Learning and Personalized Federated Aggregation AAAI 2026 From Lightweight CNNs to SpikeNets: Benchmarking Accuracy-Energy Tradeoffs with Pruned Spiking SqueezeNet WACV 2026 Guarding Digital Identity: Attention-Guided Fusion for Detecting Forged ID Documents (Student Abstract) AAAI 2026 Integrating Multi-scale and Multi-filtration Topological Features for Medical Image Classification WACV 2026 Life, Machine Learning, and the Search for Habitability: Predicting Biosignature Fluxes for the Habitable Worlds Observatory AAAI 2026 Multi-site Benchmarking of Deep Learning Models for Intraparenchymal Hemorrhage Segmentation on NCCT MIDL 2026 Non-invasive estimation of haemodynamic parameters in pulmonary hypertension — A deep learning approach integrating all B-mode cine loops in an echocardiographic exam MIDL 2026 On the Dataless Training of Neural Networks AAAI 2026 Optical Diffraction-based Convolution for Semiconductor Lithography CVPR 2026 Optimal Approximation and Generalization Errors for Deep Convolutional Neural Networks JMLR 2026 PGMamba: A Physical Model-Guided Global Mamba for Underwater Image Enhancement AAAI 2026 PMRNet: Physics-informed Multi-scale Refinement Network for Medical Image Segmentation CVPR 2026 Primary Visual Cortex Inspired Point Cloud Analysis Framework AAAI 2026