Neural Networks

Content-Aware Frequency Encoding for Implicit Neural Representations with Fourier-Chebyshev Features CVPR 2026 Convolutional Neural Networks Driven by Content Similarity CVPR 2026 Cosine Similarity is Almost All You Need (for Prototypical-Part Models) WACV 2026 COSMOS: Coherent SuperGaussian Modeling with Spatial Priors for Sparse-View 3D Splatting AAAI 2026 Counterfactual eXplainable AI (XAI) Method for Deep Learning-Based Multivariate Time Series Classification AAAI 2026 Covariance Scattering Transforms AAAI 2026 Cross-Field Interface-Aware Neural Operators for Multiphase Flow Simulation AAAI 2026 CryoKRAQEN: Kernel-Regularized Annealing for Quantized Embedding Networks in Cryo-EM Heterogeneous Reconstruction CVPR 2026 D2Mamba: Dual Domain Guided Informed Search in State Space Model for Underwater Image Enhancement WACV 2026 DARB-Splatting: Generalizing Splatting with Decaying Anisotropic Radial Basis Functions WACV 2026 DCHO: A Decomposition–Composition Framework for Predicting Higher-Order Brain Connectivity to Enhance Diverse Downstream Applications AAAI 2026 Debiased Multiplex Tokenizer for Efficient Map-Free Visual Relocalization AAAI 2026 Deblur4DGS: 4D Gaussian Splatting from Blurry Monocular Video AAAI 2026 Deconstructing Pre-training: Knowledge Attribution Analysis in MoE and Dense Models AAAI 2026 Deep Clustering Based on Sparse Kolmogorov-Arnold Network and Spectral Constraint AAAI 2026 DeepSenseMoE: Harnessing Power of Time Series Foundation Models for Few-Shot Human Activity Recognition AAAI 2026 DeepTracer: Tracing Stolen Model via Deep Coupled Watermarks AAAI 2026 DeformTrace: A Deformable State Space Model with Relay Tokens for Temporal Forgery Localization AAAI 2026 DeloopSGNN: Revisiting Spectral GNNs Through the Lens of Spatial Aggregation AAAI 2026 Demystifying GNN-to-MLP Knowledge Transfer: Theoretical Grounding and Dual-Stream Distillation Method AAAI 2026 DenoiseGS: Delta-Based 3D Gaussian Splatting with B-spline Trajectory Optimization for Dynamic Driving Scene Reconstruction AAAI 2026 Deterministic Hyperdimensional Learning with Rank Refinement (Student Abstract) AAAI 2026 DF-Mamba: Deformable State Space Modeling for 3D Hand Pose Estimation in Interactions WACV 2026 DFRec: Dual Fluctuation Modeling of Multi-level Intent Evolution for Next-Item Recommendation AAAI 2026 Digital Scale: Open-Source On-Device BMI Estimation from Smartphone Camera Images Trained on a Large-Scale Real-World Dataset AAAI 2026