Machine Learning

Oligodendrocyte-Driven Spiking Neural Model AAAI 2026 OMAN-SPEECH: A Multi-Layer Annotated Speech Corpus for Omani Arabic Dialects EACL 2026 OMeGa: Joint Optimization of Explicit Meshes and Gaussian Splats for Robust Scene-Level Surface Reconstruction WACV 2026 OmniBench: A Comprehensive Benchmark Integrating Real-World, Time-sensitive, and Multi-Hop Questions with a Multi-Dimensional Hybrid Evaluation Framework AAAI 2026 Omni-Effects: Unified and Spatially-Controllable Visual Effects Generation AAAI 2026 OmniEvent: Unified Event Representation Learning AAAI 2026 OmniFM: Toward Modality-Robust and Task-Agnostic Federated Learning for Heterogeneous Medical Imaging CVPR 2026 Omniprediction with Long-Term Constraints COLT 2026 OmniPT: Unleashing the Potential of Large Vision Language Models for Pedestrian Tracking and Understanding AAAI 2026 OmniScale: Scaling Any Modality Model Training with Model-Centric Distributed Recipe Zoo AAAI 2026 OmniSparse: Training-Aware Fine-Grained Sparse Attention for Long-Video MLLMs AAAI 2026 OmniZip: Audio-Guided Dynamic Token Compression for Fast Omnimodal Large Language Models CVPR 2026 On-Average Stability of Multipass Preconditioned SGD and Effective Dimension COLT 2026 On Characterizations for Language Generation: Interplay of Hallucinations, Breadth, and Stability ALT 2026 On Coresets for End-to-end Learning from Crowds AAAI 2026 One2Seq: One-Token Wise Decoder for Efficient Scene Text Recognition AAAI 2026 One-Cycle Structured Pruning via Stability-Driven Subnetwork Search WACV 2026 On efficient robust regression with subquadratic samples COLT 2026 One for All: Synthesis-Free Fingerprint Learning for Attribution of In-the-Wild Synthetic Images AAAI 2026 OneLIP: Unlocking and Improving Long-Text Representations of CLIP via One-Stage Adaptation AAAI 2026 One Model, Many Behaviors: Training-Induced Effects on Out-of-Distribution Detection WACV 2026 One Sentence, Two Embeddings: Contrastive Learning of Explicit and Implicit Semantic Representations EACL 2026 One-Shot Federated Learning based on Random Feature Extractor UAI 2026 One-Shot Fine-Grained Re-Identification of Paint Marked Honey Bees using Vision Foundation Models WACV 2026 One-shot Portrait Stylizaiton via Geometric Alignment WACV 2026