Machine Learning

FicGCN: Unveiling the Homomorphic Encryption Efficiency from Irregular Graph Convolutional Networks ICML 2025 FIction: 4D Future Interaction Prediction from Video CVPR 2025 FIC-TSC: Learning Time Series Classification with Fisher Information Constraint ICML 2025 Fiddler: CPU-GPU Orchestration for Fast Inference of Mixture-of-Experts Models ICLR 2025 FIDELITY: Fine-grained Interpretable Distillation for Effective Language Insights and Topic Yielding NAACL 2025 Field Matching: an Electrostatic Paradigm to Generate and Transfer Data ICML 2025 Fields of The World: A Machine Learning Benchmark Dataset for Global Agricultural Field Boundary Segmentation AAAI 2025 Field to Model: Pairing Community Data Collection with Scalable NLP through the LiFE Suite ACL 2025 FIER: Fine-Grained and Efficient KV Cache Retrieval for Long-context LLM Inference EMNLP 2025 FIG: Flow with Interpolant Guidance for Linear Inverse Problems ICLR 2025 Fighting Spurious Correlations in Text Classification via a Causal Learning Perspective NAACL 2025 Filipino Benchmarks for Measuring Sexist and Homophobic Bias in Multilingual Language Models from Southeast Asia COLING 2025 Filling Memory Gaps: Enhancing Continual Semantic Parsing via SQL Syntax Variance-Guided LLMs Without Real Data Replay AAAI 2025 Filling the Gap for Uzbek: Creating Translation Resources for Southern Uzbek EMNLP 2025 Filling the Missings: Spatiotemporal Data Imputation by Conditional Diffusion IJCAI 2025 Filling the Temporal Void: Recovering Missing Publication Years in the Project Gutenberg Corpus Using LLMs ACL 2025 Filter-And-Refine: A MLLM Based Cascade System for Industrial-Scale Video Content Moderation ACL 2025 Filtered not Mixed: Filtering-Based Online Gating for Mixture of Large Language Models ICLR 2025 Filter Images First, Generate Instructions Later: Pre-Instruction Data Selection for Visual Instruction Tuning CVPR 2025 Filter or Compensate: Towards Invariant Representation from Distribution Shift for Anomaly Detection AAAI 2025 Filter-then-Generate: Large Language Models with Structure-Text Adapter for Knowledge Graph Completion COLING 2025 FilterTS: Comprehensive Frequency Filtering for Multivariate Time Series Forecasting AAAI 2025 FIMA-Q: Post-Training Quantization for Vision Transformers by Fisher Information Matrix Approximation CVPR 2025 Finally Rank-Breaking Conquers MNL Bandits: Optimal and Efficient Algorithms for MNL Assortment ICLR 2025 Finance Language Model Evaluation (FLaME) ACL 2025