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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)

Any2AnyTryon: Leveraging Adaptive Position Embeddings for Versatile Virtual Clothing Tasks ICCV 2025 any4: Learned 4-bit Numeric Representation for LLMs ICML 2025 Anyattack: Towards Large-scale Self-supervised Adversarial Attacks on Vision-language Models CVPR 2025 AnyCalib: On-Manifold Learning for Model-Agnostic Single-View Camera Calibration ICCV 2025 AnyCam: Learning to Recover Camera Poses and Intrinsics from Casual Videos CVPR 2025 AnyEdit: Edit Any Knowledge Encoded in Language Models ICML 2025 Any Information Is Just Worth One Single Screenshot: Unifying Search With Visualized Information Retrieval ACL 2025 AnyMAC: Cascading Flexible Multi-Agent Collaboration via Next-Agent Prediction EMNLP 2025 AnyPlace: Learning Generalizable Object Placement for Robot Manipulation CoRL 2025 Anyprefer: An Agentic Framework for Preference Data Synthesis ICLR 2025 Any-Resolution AI-Generated Image Detection by Spectral Learning CVPR 2025 AnySat: One Earth Observation Model for Many Resolutions, Scales, and Modalities CVPR 2025 Any-SSR: How Recursive Least Squares Works in Continual Learning of Large Language Model ICCV 2025 Any-step Dynamics Model Improves Future Predictions for Online and Offline Reinforcement Learning ICLR 2025 Anything Goes? A Crosslinguistic Study of (Im)possible Language Learning in LMs ACL 2025 Anytime Acceleration of Gradient Descent COLT 2025 Anytime-Valid A/B Testing of Counting Processes AISTATS 2025 AnyTouch: Learning Unified Static-Dynamic Representation across Multiple Visuo-tactile Sensors ICLR 2025 AoI-MDP: An AoI Optimized Markov Decision Process Dedicated in the Underwater Task (Student Abstract) AAAI 2025 A PAC-Bayesian Link Between Generalisation and Flat Minima ALT 2025 A Parameter-Efficient and Fine-Grained Prompt Learning for Vision-Language Models ACL 2025 A Parametric Approach to Adversarial Augmentation for Cross-Domain Iris Presentation Attack Detection WACV 2025 APAR: Modeling Irregular Target Functions in Tabular Regression via Arithmetic-Aware Pre-Training and Adaptive-Regularized Fine-Tuning AAAI 2025 APB: Accelerating Distributed Long-Context Inference by Passing Compressed Context Blocks across GPUs ACL 2025 A Peer-review Look on Multi-modal Clustering: An Information Bottleneck Realization Method ICML 2025