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Convolutional Neural Networks

960 directly classified papers

Papers per year

Papers

Post-trained Convolution Networks for Single Image Super-resolution (Abstract Reprint) AAAI 2024
RTMO: Towards High-Performance One-Stage Real-Time Multi-Person Pose Estimation CVPR 2024
Rethinking the Up-Sampling Operations in CNN-based Generative Network for Generalizable Deepfake Detection CVPR 2024
Pick-or-Mix: Dynamic Channel Sampling for ConvNets CVPR 2024
HACDR-Net: Heterogeneous-Aware Convolutional Network for Diabetic Retinopathy Multi-Lesion Segmentation AAAI 2024
RepKPU: Point Cloud Upsampling with Kernel Point Representation and Deformation CVPR 2024
FRIH: Fine-Grained Region-Aware Image Harmonization AAAI 2024
Multiscale Low-Frequency Memory Network for Improved Feature Extraction in Convolutional Neural Networks AAAI 2024
A Convolutional Neural Network Interpretable Framework for Human Ventral Visual Pathway Representation AAAI 2024
LoCoNet: Long-Short Context Network for Active Speaker Detection CVPR 2024
DVMNet: Computing Relative Pose for Unseen Objects Beyond Hypotheses CVPR 2024
PeLK: Parameter-efficient Large Kernel ConvNets with Peripheral Convolution CVPR 2024
MuRF: Multi-Baseline Radiance Fields CVPR 2024
Rolling-Unet: Revitalizing MLP’s Ability to Efficiently Extract Long-Distance Dependencies for Medical Image Segmentation AAAI 2024
Block Image Compressive Sensing with Local and Global Information Interaction AAAI 2024
NaMa: Neighbor-Aware Multi-Modal Adaptive Learning for Prostate Tumor Segmentation on Anisotropic MR Images AAAI 2024
NeSyFOLD: A Framework for Interpretable Image Classification AAAI 2024
Steerers: A Framework for Rotation Equivariant Keypoint Descriptors CVPR 2024
SCTNet: Single-Branch CNN with Transformer Semantic Information for Real-Time Segmentation AAAI 2024
Omni-Kernel Network for Image Restoration AAAI 2024
Fully Convolutional Slice-to-Volume Reconstruction for Single-Stack MRI CVPR 2024
IncepSeqNet: Advancing Signal Classification with Multi-Shape Augmentation (Student Abstract) AAAI 2024
Affine Equivariant Networks Based on Differential Invariants CVPR 2024
XFeat: Accelerated Features for Lightweight Image Matching CVPR 2024
PICNN: A Pathway towards Interpretable Convolutional Neural Networks AAAI 2024