Neural Networks

How Many Experts Are Enough? Towards Optimal Semantic Specialization for Mixture-of-Experts AAAI 2026 How to Design and Train Your Implicit Neural Representation for Video Compression WACV 2026 HSA-Net: Hierarchical and Structure-Aware Framework for Efficient and Scalable Molecular Language Modeling AAAI 2026 HyFI: Hyperbolic Feature Interpolation for Brain-Vision Alignment AAAI 2026 Hyperbolic Busemann Neural Networks CVPR 2026 Hyperbolic U-Net for Robust Medical Image Segmentation MIDL 2026 HyperNAS: Enhancing Architecture Representation for NAS Predictor via Hypernetwork CVPR 2026 HyperPose: Hyper-pose Embeddings for 3D-Aware Generative Models with Self-Supervised Disentangling of Pose and Scene WACV 2026 HypoxSpike: Ternary Spiking Neural Network for Opioid Overdose Detection AAAI 2026 HyRNN: Hybrid Recurrent Neural Networks for Approximating Hybrid Dynamical Systems AAAI 2026 I2E: Real-Time Image-to-Event Conversion for High-Performance Spiking Neural Networks AAAI 2026 IdealTSF: Can Non-Ideal Data Contribute to Enhancing the Performance of Time Series Forecasting Models? AAAI 2026 Image Content Matters: An Image Content Aware State Space Model for Accelerated MRI Reconstruction AAAI 2026 Implicit Neural Representation with Multi-Scale Sine Activation AAAI 2026 Improved Wildfire Spread Prediction with Time-Series Data and the WSTS+ Benchmark WACV 2026 Improving Day-Ahead Grid Carbon Intensity Forecasting by Joint Modeling of Local-Temporal and Cross-Variable Dependencies Across Different Frequencies AAAI 2026 Improving Sparse IMU-based Motion Capture with Motion Label Smoothing AAAI 2026 IMRNNs: An Efficient Method for Interpretable Dense Retrieval via Embedding Modulation EACL 2026 INRetouch: Context Aware Implicit Neural Representation for Photography Retouching WACV 2026 Integrating Fourier Neural Operators into High-Fidelity Helicopter Flight Simulation for Real-Time Urban Wind Prediction AAAI 2026 Integrating Multi-scale and Multi-filtration Topological Features for Medical Image Classification WACV 2026 InterMoE: Individual-Specific 3D Human Interaction Generation via Dynamic Temporal-Selective MoE AAAI 2026 Interpreting Capsule Networks for Image Classification by Routing Path Visualization (Abstract Reprint) AAAI 2026 IQGS: Instance Query-based Gaussian Segmentation AAAI 2026 KineST: A Kinematics-guided Spatiotemporal State Space Model for Human Motion Tracking from Sparse Signals AAAI 2026