Machine Learning

Fair Societies: Algorithms for House Allocations AAAI 2026 FairVLM: Enhancing Fairness and Prompt Sensitivity in Vision Language Models for Medical Image Segmentation WACV 2026 Faithful in Steps: Improving Generalization and Citation in RAG via Query Decomposition AAAI 2026 Fake News Detection Strategies under Dataset Bias: Using Large-scale Coarse-grained Labels EACL 2026 False Alarm Rectification for Early Smoke Segmentation WACV 2026 False Positives Matter: Multidimensional Localization Evaluation and Training-Free Explainable Adversarial Patch Defense AAAI 2026 Falsifying Causal Graphs With Outlier Events UAI 2026 FAMDR: Feature-Aligned Multimodal Denoising for Reliable Diagnostic Reconciliation in Medical Imaging AAAI 2026 FAM: Fine-Grained Alignment Matters in Multimodal Embedding Learning with Large Vision-Language Models AAAI 2026 FanarGuard: A Culturally-Aware Moderation Filter for Arabic Language Models EACL 2026 FaNe: Towards Fine-Grained Cross-Modal Contrast with False-Negative Reduction and Text-Conditioned Sparse Attention AAAI 2026 FANoise: Singular Value-Adaptive Noise Modulation for Robust Multimodal Representation Learning AAAI 2026 Farhan Nafis Rayhan at SemEval-2026 Task 13: Supervised Contrastive Learning Approach with Gated Multiclass Decomposition Ensemble Architecture for Code Authorship Identification SemEval 2026 Fashion Microscope: Pixel-Level Attribute Perception via Optimal Transport and Neural Semantic Aggregation AAAI 2026 Fast algorithms for learning a Gaussian under halfspace truncation with optimal sample complexity COLT 2026 Fast and Accurate Fisher-Guided Quantization via Efficient Kronecker Factorization ACL 2026 Fast and Large-Scale Unbalanced Optimal Transport via its Semi-Dual and Adaptive Gradient Methods COLT 2026 Fast Best-in-Class Regret for Contextual Bandits UAI 2026 Fast Conformal Prediction Using Conditional Interquantile Intervals AAAI 2026 FastDriveVLA: Efficient End-to-End Driving via Plug-and-Play Reconstruction-based Token Pruning AAAI 2026 FAST-EQA: Efficient Embodied Question Answering with Global and Local Region Relevancy WACV 2026 Faster Game Solving via Asymmetry of Step Sizes AAAI 2026 Faster Game Solving via Hyperparameter Schedules AAAI 2026 Faster Newton Methods for Convex and Nonconvex Optimization in Gradient Complexity COLT 2026 FastFLUX: Pruning FLUX with Block-wise Replacement and Sandwich Training AAAI 2026