Deep Learning

NESTOR: A Nested MOE-based Neural Operator for Large-Scale PDE Pre-Training CVPR 2026 Nestwork: Conditional 3D Furnished House Layout Generation through Latent Heterogeneous Graph Diffusion CVPR 2026 NeuPAN: Direct Point Robot Navigation with End-to-End Model-Based Learning (Abstract Reprint) AAAI 2026 Neural-Augmented Kelvinlet for Real-Time Soft Tissue Deformation Modeling AAAI 2026 Neural-Centric Video Processing Pipeline for Unified Multi-Task Inference CVPR 2026 Neural Collapse in Test-Time Adaptation CVPR 2026 Neural Differentiation in Deep Networks: A Theoretical Framework for Expressivity and Representational Diversity CVPR 2026 Neural Diffusion Intensity Models for Point Process Data UAI 2026 Neural Distribution Prior for LiDAR Out-of-Distribution Detection CVPR 2026 Neural Dynamic GI: Random-Access Neural Compression for Temporal Lightmaps in Dynamic Lighting Environments CVPR 2026 Neural Field-Based 3D Surface Reconstruction of Microstructures from Multi-Detector Signals in Scanning Electron Microscopy CVPR 2026 NeuralFSM: Adaptive Multi-Agent Coordination via Learning Finite-State Execution Policy ACL 2026 Neural Gabor Splatting: Enhanced Gaussian Splatting with Neural Gabor for High-frequency Surface Reconstruction CVPR 2026 NeuralGS: Bridging Neural Fields and 3D Gaussian Splatting for Compact 3D Representations AAAI 2026 Neural Network Parameter-optimization of Gaussian Pre-marginalized Directed Acyclic Graphs JMLR 2026 NeuralOM: Neural Ocean Model for Subseasonal-to-Seasonal Simulation AAAI 2026 Neural Outline Cache for Real-time Anti-aliasing Font Rendering AAAI 2026 Neural Video Compression with Reference Hierarchy AAAI 2026 NeuroFlow: Toward Unified Visual Encoding and Decoding from Neural Activity CVPR 2026 NeuROK: Generative 4D Neural Object Kinematics CVPR 2026 Neuron-Aware Active Few-Shot Learning for LLMs ACL 2026 NeuroSeg Meets DINOv3: Transferring 2D Self-Supervised Visual Priors to 3D Neuron Segmentation via DINOv3 Initialization CVPR 2026 Neuro-Symbolic Federated Learning over Heterogeneous Data-Views: A Structured Approach to Distributive EHR Modelling AAAI 2026 New Synthetic Goldmine: Hand Joint Angle-Driven EMG Data Generation Framework for Micro-Gesture Recognition AAAI 2026 New Terms, New Toxicity: Consensus-based Chinese Neologism Toxicity Detection via Search-Augmented LLMs ACL 2026