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Machine Learning

132,800 papers (10 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Learning Types (56,253) Core Methods (51,083) Optimization & Theory (43,292) Application Areas (34,437) Bayesian & Probabilistic (4,733) Learning Paradigms (2,205)

Papers per year

5
76
533
1,651
11,133
21,167
2000
'5
'10
'15
'20
'25

Papers (including subtopics)

Fast unsupervised ground metric learning with tree-Wasserstein distance ICLR 2025 Fast Video Generation with Sliding Tile Attention ICML 2025 FastVLM: Efficient Vision Encoding for Vision Language Models CVPR 2025 FastVLM: Self-Speculative Decoding for Fast Vision-Language Model Inference IJCNLP 2025 FATE: Full-head Gaussian Avatar with Textural Editing from Monocular Video CVPR 2025 FatesGS: Fast and Accurate Sparse-View Surface Reconstruction Using Gaussian Splatting with Depth-Feature Consistency AAAI 2025 Fathom: A Fast and Modular RAG Pipeline for Fact-Checking ACL 2025 Fault Diagnosis in REDNet Model Space IJCAI 2025 Faux Polyglot: A Study on Information Disparity in Multilingual Large Language Models NAACL 2025 FaVe: Factored and Verified Search Rationale for Long-form Answer ACL 2025 FB-Bench: A Fine-Grained Multi-Task Benchmark for Evaluating LLMs’ Responsiveness to Human Feedback EMNLP 2025 FBQuant: FeedBack Quantization for Large Language Models IJCAI 2025 FB-RAG: Improving RAG with Forward and Backward Lookup IJCNLP 2025 FBRT-YOLO: Faster and Better for Real-Time Aerial Image Detection AAAI 2025 FC-Attack: Jailbreaking Multimodal Large Language Models via Auto-Generated Flowcharts EMNLP 2025 FCKT: Fine-Grained Cross-Task Knowledge Transfer with Semantic Contrastive Learning for Targeted Sentiment Analysis IJCAI 2025 FCMR: Robust Evaluation of Financial Cross-Modal Multi-Hop Reasoning ACL 2025 FCOM: A Federated Collaborative Online Monitoring Framework via Representation Learning AAAI 2025 FDGen: A Fairness-Aware Graph Generation Model ICML 2025 FDPT: Federated Discrete Prompt Tuning for Black-Box Visual-Language Models ICCV 2025 FDR-SVM: A Federated Distributionally Robust Support Vector Machine via a Mixture of Wasserstein Balls Ambiguity Set UAI 2025 FDS: Feedback-Guided Domain Synthesis with Multi-Source Conditional Diffusion Models for Domain Generalization WACV 2025 FEA-Bench: A Benchmark for Evaluating Repository-Level Code Generation for Feature Implementation ACL 2025 Feasibility-Driven Trust Region Bayesian Optimization AutoML 2025 Feasible Action Search for Bandit Linear Programs via Thompson Sampling ICML 2025