convolutional neural network

Provable Learning of Random Hierarchy Models and Hierarchical Shallow-to-Deep Chaining COLT 2026 Quantum-Inspired Orthonormal CNN for Energy-Efficient Medical Image Denoising MIDL 2026 RealDroneVision: Dataset and Architecture Advancements for Small-Object Drone Detection WACV 2026 Remote Sensing Forestry Similarity Convolution WACV 2026 Revisiting Cross-Architecture Distillation: Adaptive Dual-Teacher Transfer for Lightweight Video Models AAAI 2026 Reviving ConvNeXt for Efficient Convolutional Diffusion Models CVPR 2026 SC-Net: Robust Correspondence Learning via Spatial and Cross-Channel Context AAAI 2026 Shift-Equivariant Complex-Valued Convolutional Neural Networks WACV 2026 Shortcut Learning Susceptibility in Vision Classifiers (Student Abstract) AAAI 2026 SinBasis Networks: Matrix-Equivalent Feature Extraction for Wave-Like Optical Spectrograms AAAI 2026 SoftCAM: Making black box models self-explainable for medical image analysis MIDL 2026 SurfDist: Interpretable Three-Dimensional Instance Segmentation Using Curved Surface Patches WACV 2026 Theoretical Compression Bounds for Wide Multilayer Perceptrons COLT 2026 Towards Understanding Generalization in DP-GD: A Case Study in Training Two-Layer CNNs AAAI 2026 WWE-UIE: A Wavelet & White Balance Efficient Network for Underwater Image Enhancement WACV 2026 Adaptive Rectangular Convolution for Remote Sensing Pansharpening CVPR 2025 A Focused Human Body Model for Accurate Anthropometric Measurements Extraction CVPR 2025 A Knowledge Distillation-Based Approach to Enhance Transparency of Classifier Models AAAI 2025 Alignment of CNN and Human Judgments of Geometric and Topological Concepts AAAI 2025 A New Benchmark and Baseline for Real-Time High-Resolution Image Inpainting on Edge Devices WACV 2025 ArabEmoNet: A Lightweight Hybrid 2D CNN-BiLSTM Model with Attention for Robust Arabic Speech Emotion Recognition EMNLP 2025 BERT-like Models for Slavic Morpheme Segmentation ACL 2025 Beyond Skip Connection: Pooling and Unpooling Design for Elimination Singularities AAAI 2025 Beyond Spatial Domain: Cross-domain Promoted Fourier Convolution Helps Single Image Dehazing AAAI 2025 Boosting Image De-Raining via Central-Surrounding Synergistic Convolution AAAI 2025