Machine Learning

Neural Collapse-Informed Initialization with Perturbation Injection in Classification-based Metric Learning AAAI 2026 Neural Collapse Priors Driven Trust Semi-Supervised Multi-View Classification AAAI 2026 Neural Diffusion Intensity Models for Point Process Data UAI 2026 Neural Exploitation and Exploration of Contextual Bandits JMLR 2026 Neural Field-Based 3D Surface Reconstruction of Microstructures from Multi-Detector Signals in Scanning Electron Microscopy CVPR 2026 Neural Geometry Image-Based Representations with Optimal Transport (OT) WACV 2026 Neural Graph Navigation for Intelligent Subgraph Matching AAAI 2026 NeuralGS: Bridging Neural Fields and 3D Gaussian Splatting for Compact 3D Representations AAAI 2026 Neural Mixture Density Processes CVPR 2026 Neural network embeddings recover value dimensions from psychometric survey items on par with human data EACL 2026 NeuralOM: Neural Ocean Model for Subseasonal-to-Seasonal Simulation AAAI 2026 Neural Routed Boosting: Robust Learning against Heteroscedastic Noise UAI 2026 Neural Tangent Kernels Under Stochastic Data Augmentation AAAI 2026 Neural Video Compression with Reference Hierarchy AAAI 2026 NeuroBridge: Bio-Inspired Self-Supervised EEG-to-Image Decoding via Cognitive Priors and Bidirectional Semantic Alignment AAAI 2026 NeuroBridge: Few-Shot Cross-Modal Neuron Re-identification via Dual-Channel Deep Metric Learning WACV 2026 New Metrics for Disambiguating Feature Overlap and Catastrophic Forgetting in Incremental Learning Contexts (Student Abstract) AAAI 2026 NewsLensAI: NER-Guided Summarization for Mitigating Hallucination and Bias in LLM-Based News Summaries (Student Abstract) AAAI 2026 New Synthetic Goldmine: Hand Joint Angle-Driven EMG Data Generation Framework for Micro-Gesture Recognition AAAI 2026 Next Generation Active Learning: Mixture of LLMs in the Loop AAAI 2026 Next Generation of Empirical Performance Prediction AAAI 2026 Next Patch Prediction for AutoRegressive Visual Generation AAAI 2026 NGTM: Substructure-based Neural Graph Topic Model for Interpretable Graph Generation AAAI 2026 NICE: Neural Implicit Craniofacial Model for Orthognathic Surgery Prediction AAAI 2026 Nighttime Flare Removal via Wavelet-Guided and Gated-Enhanced Spatial-Frequency Fusion Network AAAI 2026