Machine Learning

Frequency-Guided Posterior Sampling for Diffusion-Based Image Restoration ICCV 2025 Frequency-Masked Embedding Inference: A Non-Contrastive Approach for Time Series Representation Learning AAAI 2025 Frequency-Semantic Enhanced Variational Autoencoder for Zero-Shot Skeleton-based Action Recognition ICCV 2025 Frequentist Guarantees of Distributed (Non)-Bayesian Inference JMLR 2025 FRESA: Feedforward Reconstruction of Personalized Skinned Avatars from Few Images CVPR 2025 FreSh: Frequency Shifting for Accelerated Neural Representation Learning ICLR 2025 FRET: Feature Redundancy Elimination for Test Time Adaptation ICCV 2025 Frictional Agent Alignment Framework: Slow Down and Don’t Break Things ACL 2025 FROC: Building Fair ROC from a Trained Classifier AAAI 2025 From Address Blocks to Authorized Prefixes: Redesigning RPKI ROV with a Hierarchical Hashing Scheme for Fast and Memory-Efficient Validation NSDI 2025 From Alexnet to Transformers: Measuring the Non-linearity of Deep Neural Networks with Affine Optimal Transport CVPR 2025 From Allies to Adversaries: Manipulating LLM Tool-Calling through Adversarial Injection NAACL 2025 From Anger to Joy: How Nationality Personas Shape Emotion Attribution in Large Language Models IJCNLP 2025 From Annotation to Adaptation: Metrics, Synthetic Data, and Aspect Extraction for Aspect-Based Sentiment Analysis with Large Language Models NAACL 2025 From Argumentation to Deliberation: Perspectivized Stance Vectors for Fine-grained (Dis)agreement Analysis NAACL 2025 From Attention to Activation: Unraveling the Enigmas of Large Language Models ICLR 2025 From Benchmark to Better Embeddings: Leveraging Synonym Substitution to Enhance Multimodal Models in Ukrainian EMNLP 2025 From Calculation to Adjudication: Examining LLM Judges on Mathematical Reasoning Tasks ACL 2025 From Chain to Tree: Refining Chain-like Rules into Tree-like Rules on Knowledge Graphs COLING 2025 From Characters to Tokens: Dynamic Grouping with Hierarchical BPE EMNLP 2025 From Charts to Fair Narratives: Uncovering and Mitigating Geo-Economic Biases in Chart-to-Text EMNLP 2025 From Citations to Criticality: Predicting Legal Decision Influence in the Multilingual Swiss Jurisprudence ACL 2025 From civility to parity: Marxist-feminist ethics for context-aware algorithmic content moderation ACL 2025 From Coarse to Fine: A Matching and Alignment Framework for Unsupervised Cross-View Geo-Localization AAAI 2025 From Complexity to Clarity: AI/NLP’s Role in Regulatory Compliance ACL 2025