Neural Networks

From Parameter to Representation: A Closed-Form Approach for Controllable Model Merging AAAI 2026 FT-MoE: Sustainable-learning Mixture of Experts for Fault-Tolerant Computing AAAI 2026 Fusing Deep Learning and Fuzzy Logic: A Framework for Adaptive and Scalable Interpretability AAAI 2026 FVNet: Harnessing Liquid Neural Dynamics for Lightweight Visual Representation AAAI 2026 Gaussian Swaying: Surface-Based Framework for Aerodynamic Simulation with 3D Gaussians WACV 2026 GenePheno: Interpretable Gene Knockout-Induced Phenotype Abnormality Prediction from Gene Sequences AAAI 2026 Generalized Geometry Encoding Volume for Real-time Stereo Matching AAAI 2026 Generalized Threshold Optimization with Harmony Multi-Threshold Neurons for Accurate ANN-to-SNN Conversion AAAI 2026 Generating Sketches in a Hierarchical Auto-Regressive Process for Flexible Sketch Drawing Manipulation at Stroke-Level AAAI 2026 Generative Graphical Inverse Kinematics (Abstract Reprint) AAAI 2026 Geo2Vec: Shape- and Distance-Aware Neural Representation of Geospatial Entities AAAI 2026 GeoFlow: Real-Time Fine-Grained Cross-View Geolocalization via Iterative Flow Prediction CVPR 2026 GMoE: Global Mixture of Experts with Logit Propagation ACL 2026 GRIM: Task-Oriented Grasping with Conditioning on Generative Examples AAAI 2026 GT-SNT: A Linear-Time Transformer for Large-Scale Graphs via Spiking Node Tokenization AAAI 2026 Guiding Point Cloud Denoising with Learned Structural Priors AAAI 2026 HamiPose: Hamiltonian Optimization for Unsupervised Domain Adaptive Pose Estimation CVPR 2026 HandMCM: Multi-modal Point Cloud-based Correspondence State Space Model for 3D Hand Pose Estimation AAAI 2026 Hierarchical Direction Perception via Atomic Dot-Product Operators for Rotation-Invariant Point Clouds Learning AAAI 2026 Hierarchical Dual-Domain Fusion with Frequency-Guided Spatial Modeling for Pan-Sharpening AAAI 2026 HiFi-Mamba: Dual-Stream ?-Laplacian Enhanced Mamba for High-Fidelity MRI Reconstruction AAAI 2026 HiFi-Mesh: High-Fidelity Efficient 3D Mesh Generation via Compact Autoregressive Dependence AAAI 2026 HiNCoT: Hierarchical Nonlinear Continuous Transform-based Tensor Representation for Multi-Dimensional Data Recovery AAAI 2026 HI-SLAM2: Geometry-Aware Gaussian SLAM for Fast Monocular Scene Reconstruction (Abstract Reprint) AAAI 2026 HLML-SNN：Fast Continual Learning in Spiking Neural Networks Achieved via Hebbian Learning-Driven Meta-Learning AAAI 2026