Machine Learning

Sheaf Graph Neural Networks via PAC-Bayes Spectral Optimization AAAI 2026 Shedding the Facades, Connecting the Domains: Detecting Shifting Multimodal Hate Video with Test-Time Adaptation AAAI 2026 ShefFriday at SemEval-2026 Task 9: LLM-Based Annotation Methods for Detecting Multilingual, Multicultural and Multievent Online Polarisation SemEval 2026 ShieldRAG: Safeguarding Retrieval-Augmented Generation from Untrusted Knowledge Bases AAAI 2026 Shifting Perspectives: Steering Vectors for Robust Bias Mitigation in LLMs EACL 2026 Shortcut Learning Susceptibility in Vision Classifiers (Student Abstract) AAAI 2026 Should You Use Your Large Language Model to Explore or Exploit? UAI 2026 Shrinking the Teacher: An Adaptive Teaching Paradigm for Asymmetric EEG-Vision Alignment AAAI 2026 SIAM: Towards Generalizable Articulated Object Modeling via Single Robot-Object Interaction AAAI 2026 SICNav: Safe and Interactive Crowd Navigation Using Model Predictive Control and Bilevel Optimization (Abstract Reprint) AAAI 2026 SIDE: Surrogate Conditional Data Extraction from Diffusion Models AAAI 2026 SigFusion: Unified Signal-Level Self-Supervised Learning Paradigm for Image Fusion AAAI 2026 Signal Enhancement via Multi-view Dynamic Representation and Alignment-aware Fusion AAAI 2026 Silenced Biases: The Dark Side LLMs Learned to Refuse AAAI 2026 SilkPeak at SemEval-2026 Task 6: When Politicians Dodge — Unmasking Evasion in Political Interviews through Joint Multi-Task Transformer Learning SemEval 2026 SilverLining: Data-First Mitigation of Spatial and Spectral Shortcuts Without Introducing New Confounders WACV 2026 Similarity-as-Evidence: Calibrating Overconfident VLMs for Interpretable and Label-Efficient Medical Active Learning CVPR 2026 Similarity-aware Probabilistic Embeddings Modeling for Video-Text Retrieval WACV 2026 Similar Region Search using LLMs on Spatial Feature Space EACL 2026 SimLabel: Similarity-Weighted Semi-supervision for Multi-annotator Learning with Missing Labels AAAI 2026 Simplex-to-Euclidean Bijection for Conjugate and Calibrated Multiclass Gaussian Process Classification UAI 2026 SimROD: A Simple Baseline for Raw Object Detection with Global and Local Enhancements AAAI 2026 Sim-to-Real: An Unsupervised Noise Layer for Screen-Camera Watermarking Robustness AAAI 2026 Simulating Distribution Dynamics: Liquid Temporal Feature Evolution for Single-Domain Generalized Object Detection AAAI 2026 Simulation-based Calibration of Uncertainty Intervals under Approximate Bayesian Estimation JMLR 2026