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Convolutional Neural Networks

960 directly classified papers

Papers per year

Papers

Pick-or-Mix: Dynamic Channel Sampling for ConvNets CVPR 2024
Block Image Compressive Sensing with Local and Global Information Interaction AAAI 2024
PICNN: A Pathway towards Interpretable Convolutional Neural Networks AAAI 2024
Omni-Kernel Network for Image Restoration AAAI 2024
NaMa: Neighbor-Aware Multi-Modal Adaptive Learning for Prostate Tumor Segmentation on Anisotropic MR Images AAAI 2024
Multiscale Low-Frequency Memory Network for Improved Feature Extraction in Convolutional Neural Networks AAAI 2024
FRIH: Fine-Grained Region-Aware Image Harmonization AAAI 2024
NeSyFOLD: A Framework for Interpretable Image Classification AAAI 2024
HACDR-Net: Heterogeneous-Aware Convolutional Network for Diabetic Retinopathy Multi-Lesion Segmentation AAAI 2024
AMSP-UOD: When Vortex Convolution and Stochastic Perturbation Meet Underwater Object Detection AAAI 2024
A Convolutional Neural Network Interpretable Framework for Human Ventral Visual Pathway Representation AAAI 2024
SCTNet: Single-Branch CNN with Transformer Semantic Information for Real-Time Segmentation AAAI 2024
IncepSeqNet: Advancing Signal Classification with Multi-Shape Augmentation (Student Abstract) AAAI 2024
Global Latent Neural Rendering CVPR 2024
AsCAN: Asymmetric Convolution-Attention Networks for Efficient Recognition and Generation NIPS 2024
PeLK: Parameter-efficient Large Kernel ConvNets with Peripheral Convolution CVPR 2024
Learning Similarity Metrics for Volumetric Simulations with Multiscale CNNs AAAI 2023
Two Heads Are Better than One: Image-Point Cloud Network for Depth-Based 3D Hand Pose Estimation AAAI 2023
ConvMatch: Rethinking Network Design for Two-View Correspondence Learning AAAI 2023
MSDC: Exploiting Multi-State Power Consumption in Non-intrusive Load Monitoring Based on a Dual-CNN Model AAAI 2023
Interactive Cartoonization With Controllable Perceptual Factors CVPR 2023
DarkFeat: Noise-Robust Feature Detector and Descriptor for Extremely Low-Light RAW Images AAAI 2023
LinK: Linear Kernel for LiDAR-Based 3D Perception CVPR 2023
3D Human Pose Lifting with Grid Convolution AAAI 2023
Learned Image Compression With Mixed Transformer-CNN Architectures CVPR 2023