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Convolutional Neural Networks

973 papers

Papers per year

2
63
112
24
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Papers

SGDC: Structurally-Guided Dynamic Convolution for Medical Image Segmentation MIDL 2026
Quantum-Inspired Orthonormal CNN for Energy-Efficient Medical Image Denoising 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
TTT-UNet: Enhancing U-Net with Test-Time Training Layers for Biomedical Image Segmentation MIDL 2026
MGMT Promoter Methylation Prediction in Glioblastoma Using 3D CNNs with Advanced MRI Sequences MIDL 2026
GraphULM: A Multi-Resolution CNN and GCN Framework for Ultrasound Localization Microscopy MIDL 2026
Expert Branches: Module Diversity for Stronger Feature Learning in Laparoscopic Segmentation MIDL 2026
A Multi-Scale Inception-UNet with Structure-Aware Evaluation for Branch-Preserving Segmentation of Organoids MIDL 2026
Multi-site Benchmarking of Deep Learning Models for Intraparenchymal Hemorrhage Segmentation on NCCT MIDL 2026
Alignment of CNN and Human Judgments of Geometric and Topological Concepts AAAI 2025
IniRetinex: Rethinking Retinex-type Low-Light Image Enhancer via Initialization Perspective AAAI 2025
Relaxed Rotational Equivariance via G-Biases in Vision AAAI 2025
POPoS: Improving Efficient and Robust Facial Landmark Detection with Parallel Optimal Position Search AAAI 2025
PBECount: Prompt-Before-Extract Paradigm for Class-Agnostic Counting AAAI 2025
Pinwheel-shaped Convolution and Scale-based Dynamic Loss for Infrared Small Target Detection AAAI 2025
Beyond Spatial Domain: Cross-domain Promoted Fourier Convolution Helps Single Image Dehazing AAAI 2025
Mesoscopic Insights: Orchestrating Multi-Scale & Hybrid Architecture for Image Manipulation Localization AAAI 2025
Decomposing and Fusing Intra- and Inter-Sensor Spatio-Temporal Signal for Multi-Sensor Wearable Human Activity Recognition AAAI 2025
QuARF: Quality-Adaptive Receptive Fields for Degraded Image Perception AAAI 2025
Balancing Privacy and Performance: A Many-in-One Approach for Image Anonymization AAAI 2025
Dynamic Clustering Convolutional Neural Network AAAI 2025
Beyond Skip Connection: Pooling and Unpooling Design for Elimination Singularities AAAI 2025
LayerAct: Advanced Activation Mechanism for Robust Inference of CNNs AAAI 2025
Neurons to Words: A Novel Method for Automated Neural Network Interpretability and Alignment AAAI 2025
LSNet: See Large, Focus Small CVPR 2025