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neural network architecture

362 papers

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neural network (6616) convolutional neural network (4216) model compression (3283) image classification (1943) representation learning (6174) object detection (2759) attention mechanism (3975) deep learning (2111) efficient computing (779) computer vision (735)

Papers

Clear Sights on Site: A Spatial-Adaptive Channel Network for Deblurring Construction Site Images WACV 2026
Transformers in Pseudo-Random Number Generation: A Dual Perspective on Theory and Practice AAAI 2026
FARM: Frame-Accelerated Augmentation and Residual Mixture-of-Experts for Physics-Based High-Dynamic Humanoid Control AAAI 2026
Catastrophic Forgetting in Kolmogorov-Arnold Networks AAAI 2026
Specialization through Collaboration: Understanding Expert Interaction in Mixture-of-Expert Large Language Models EACL 2026
ResNet-GA: Evolutionary Deep Learning Models for Adversarial Defense (Student Abstract) AAAI 2026
PartialNet: Compute Less, Perform Better AAAI 2026
Approximating Problems in Abstract Argumentation with Graph Convolutional Networks (Abstract Reprint) AAAI 2026
EffiDec3D: An Optimized Decoder for High-Performance and Efficient 3D Medical Image Segmentation CVPR 2025
Mamba YOLO: A Simple Baseline for Object Detection with State Space Model AAAI 2025
Neural Conjugate Flows: A Physics-Informed Architecture with Flow Structure AAAI 2025
QuARF: Quality-Adaptive Receptive Fields for Degraded Image Perception AAAI 2025
Quad-Pixel Image Defocus Deblurring: A New Benchmark and Model CVPR 2025
FlowSeek: Optical Flow Made Easier with Depth Foundation Models and Motion Bases ICCV 2025
GliaNet: Adaptive Neural Network Structure Learning with Glia-Driven CVPR 2025
MSVIT: Improving Spiking Vision Transformer Using Multi-scale Attention Fusion IJCAI 2025
Efficient Visual Representation Learning with Heat Conduction Equation IJCAI 2025
Sparsifying Mamba EMNLP 2025
Reverse Convolution and Its Applications to Image Restoration ICCV 2025
Mamba-Based Graph Convolutional Networks: Tackling Over-smoothing with Selective State Space IJCAI 2025
ViG: Linear-complexity Visual Sequence Learning with Gated Linear Attention AAAI 2025
Deep Learning-Based Pedestrian Simulation with Limited Real-World Training Data: An Evaluation Framework IJCAI 2025
QiMLP: Quantum-inspired Multilayer Perceptron with Strong Correlation Mining and Parameter Compression AAAI 2025
First Line of Defense: A Robust First Layer Mitigates Adversarial Attacks AAAI 2025
Enriching Local Patterns with Multi-Token Attention for Broad-Sight Neural Networks WACV 2025