Machine Learning

Minimal, Local, and Robust: Embedding-Only Edits for Implicit Bias in T2I Models EMNLP 2025 Minimal Pair-Based Evaluation of Code-Switching ACL 2025 Minimal Ranks, Maximum Confidence: Parameter-efficient Uncertainty Quantification for LoRA EMNLP 2025 Minimal Variance Model Aggregation: A principled, non-intrusive, and versatile integration of black box models ICLR 2025 MINIMA: Modality Invariant Image Matching CVPR 2025 Minimax-optimal and Locally-adaptive Online Nonparametric Regression ALT 2025 Minimax Optimal Deep Neural Network Classifiers Under Smooth Decision Boundary JMLR 2025 Minimax Optimal Nonsmooth Nonparametric Regression via Fractional Laplacian Eigenmaps UAI 2025 Minimax Optimal Two-Sample Testing under Local Differential Privacy JMLR 2025 Minimax Optimal Two-Stage Algorithm For Moment Estimation Under Covariate Shift ICLR 2025 Minimizing Labeled, Maximizing Unlabeled: An Image-Driven Approach for Video Instance Segmentation CVPR 2025 Minimizing Polarization and Disagreement in the Friedkin–Johnsen Model with Unknown Innate Opinions IJCAI 2025 Minimizing Queries, Maximizing Impact: Adaptive Score-Based Attack and Defense for Sentiment Analysis IJCNLP 2025 Mini-Monkey: Alleviating the Semantic Sawtooth Effect for Lightweight MLLMs via Complementary Image Pyramid ICLR 2025 Minimum Empirical Divergence for Sub-Gaussian Linear Bandits AISTATS 2025 Minimum Width for Universal Approximation using Squashable Activation Functions ICML 2025 Mining In-distribution Attributes in Outliers for Out-of-distribution Detection AAAI 2025 Mining Social Media for Barriers to Opioid Recovery with LLMs NAACL 2025 Mining the Past with Dual Criteria: Integrating Three types of Historical Information for Context-aware Event Forecasting EMNLP 2025 Mining the uncertainty patterns of humans and models in the annotation of moral foundations and human values ACL 2025 Mining your own secrets: Diffusion Classifier Scores for Continual Personalization of Text-to-Image Diffusion Models ICLR 2025 Min-K%++: Improved Baseline for Pre-Training Data Detection from Large Language Models ICLR 2025 Minority-Focused Text-to-Image Generation via Prompt Optimization CVPR 2025 MIPT: Multilevel Informed Prompt Tuning for Robust Molecular Property Prediction ICML 2025 MIRACLE 3D: Memory-efficient Integrated Robust Approach for Continual Learning on 3D Point Clouds via Shape Model Construction ICLR 2025