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Convolutional Neural Networks

960 directly classified papers

Papers per year

Papers

Mesoscopic Insights: Orchestrating Multi-Scale & Hybrid Architecture for Image Manipulation Localization AAAI 2025
Open-Canopy: Towards Very High Resolution Forest Monitoring CVPR 2025
Beyond Skip Connection: Pooling and Unpooling Design for Elimination Singularities AAAI 2025
Rotation-Equivariant Self-Supervised Method in Image Denoising CVPR 2025
ShiftwiseConv: Small Convolutional Kernel with Large Kernel Effect CVPR 2025
Beyond Spatial Domain: Cross-domain Promoted Fourier Convolution Helps Single Image Dehazing AAAI 2025
Decomposing and Fusing Intra- and Inter-Sensor Spatio-Temporal Signal for Multi-Sensor Wearable Human Activity Recognition AAAI 2025
Dynamic Clustering Convolutional Neural Network AAAI 2025
LSNet: See Large, Focus Small CVPR 2025
SuperLightNet: Lightweight Parameter Aggregation Network for Multimodal Brain Tumor Segmentation CVPR 2025
POPoS: Improving Efficient and Robust Facial Landmark Detection with Parallel Optimal Position Search AAAI 2025
Relaxed Rotational Equivariance via G-Biases in Vision 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
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
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
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
Multivariate Time-Series Imagification with Time Embedding in Constrained Environments (Student Abstract) AAAI 2024
Post-trained Convolution Networks for Single Image Super-resolution (Abstract Reprint) AAAI 2024
IncepSeqNet: Advancing Signal Classification with Multi-Shape Augmentation (Student Abstract) AAAI 2024
SCTNet: Single-Branch CNN with Transformer Semantic Information for Real-Time Segmentation AAAI 2024
HACDR-Net: Heterogeneous-Aware Convolutional Network for Diabetic Retinopathy Multi-Lesion Segmentation AAAI 2024