neural network architecture

Approximating Problems in Abstract Argumentation with Graph Convolutional Networks (Abstract Reprint) AAAI 2026 Catastrophic Forgetting in Kolmogorov-Arnold Networks AAAI 2026 Clear Sights on Site: A Spatial-Adaptive Channel Network for Deblurring Construction Site Images WACV 2026 FARM: Frame-Accelerated Augmentation and Residual Mixture-of-Experts for Physics-Based High-Dynamic Humanoid Control AAAI 2026 PartialNet: Compute Less, Perform Better AAAI 2026 ResNet-GA: Evolutionary Deep Learning Models for Adversarial Defense (Student Abstract) AAAI 2026 Specialization through Collaboration: Understanding Expert Interaction in Mixture-of-Expert Large Language Models EACL 2026 Transformers in Pseudo-Random Number Generation: A Dual Perspective on Theory and Practice AAAI 2026 Autoregressive Pretraining with Mamba in Vision ICLR 2025 CSECU-DSG at SemEval-2025 Task 6: Exploiting Multilingual Feature Fusion-based Approach for Corporate Promise Verification SemEval 2025 Deep Learning Alternatives Of The Kolmogorov Superposition Theorem ICLR 2025 Deep Learning-Based Pedestrian Simulation with Limited Real-World Training Data: An Evaluation Framework IJCAI 2025 Deep Learning for Multivariate Time Series Imputation: A Survey IJCAI 2025 Efficient Neural and Numerical Methods for High-QualityOnline Speech Spectrogram Inversion via Gradient Theorem Interspeech 2025 Efficient Visual Representation Learning with Heat Conduction Equation IJCAI 2025 EffiDec3D: An Optimized Decoder for High-Performance and Efficient 3D Medical Image Segmentation CVPR 2025 Enriching Local Patterns with Multi-Token Attention for Broad-Sight Neural Networks WACV 2025 FIDLAR: Forecast-Informed Deep Learning Architecture for Flood Mitigation AAAI 2025 First Line of Defense: A Robust First Layer Mitigates Adversarial Attacks AAAI 2025 FlowSeek: Optical Flow Made Easier with Depth Foundation Models and Motion Bases ICCV 2025 FreeNet: Liberating Depth-Wise Separable Operations for Building Faster Mobile Vision Architectures AAAI 2025 GliaNet: Adaptive Neural Network Structure Learning with Glia-Driven CVPR 2025 Kolmogorov-Arnold Transformer ICLR 2025 Looped Transformers for Length Generalization ICLR 2025 Mamba-Based Graph Convolutional Networks: Tackling Over-smoothing with Selective State Space IJCAI 2025