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Core AI

68,645 papers (13 classified directly here)

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

Multimodal Learning (14,926) Large Language Models (9,515) Interpretability (8,292) Foundation Models (5,277) Agent Systems (4,710) Causal Inference (3,958) Multi-Agent Systems (3,842) AI Safety (3,602) Planning (3,482) Reasoning (3,360) Human-AI Interaction (2,465) Model Compression (2,258) Natural Language Processing (2,186) Responsible AI (2,130) Computer Vision (1,901) Game AI (1,846) Reinforcement Learning (1,698) Adversarial Learning (1,500) Autonomous Vehicles (1,488) Language (1,345) Fairness (1,279) Game Theory (1,129) Robotics (1,087) Dialogue Systems (1,066) Efficient Computing (956) Vision-Language Models (928) Knowledge Graph (735) Procedural Generation (709) Trajectory Prediction (676) Evaluation (655) Privacy (617) Natural Language Generation (573) Information Retrieval (541) Memory (526) Decision Making (480) Safety (474) Knowledge Representation (409) Knowledge (386) Information Extraction (378) Speech Processing (310) Knowledge Graphs (282) Security (256) Uncertainty Quantification (246) Representation Learning (239) Retrieval-Augmented Generation (225) Knowledge Editing (200) Question Answering (199) Attention (198) Robustness (186) Knowledge Distillation (185) Code Generation (168) Explainability (142) Brain-Computer Interface (141) Neural Networks (136) Anomaly Detection (132) Automated Reasoning (84) Natural Language Understanding (81) Multi-Lingual Learning (79) Education (64) Machine Translation (57) Learning Paradigms (57) Speech Recognition (55) Risk Management (51) Visual Question Answering (49) Communication (35) Motion Analysis (32) Natural Language Inference (29) Sentiment Analysis (19) Representation (17)

Papers per year

1
11
99
273
4,063
17,181
2000
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'10
'15
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'25

Papers (including subtopics)

Interacting Markov Random Fields for Simultaneous Terrain Modeling and Obstacle Detection RSS 2005 Learning Hidden Variable Networks: The Information Bottleneck Approach JMLR 2005 Square Root SAM RSS 2005 Time Complexity of Sensor-Based Vehicle Routing RSS 2005 Exact Bayesian Structure Discovery in Bayesian Networks JMLR 2004 An Empirical Study of the Use of Relevance Information in Inductive Logic Programming JMLR 2003 Blind Source Recovery: A Framework in the State Space JMLR 2003 ILP: A Short Look Back and a Longer Look Forward JMLR 2003 Learning Behavior-Selection by Emotions and Cognition in a Multi-Goal Robot Task JMLR 2003 Matching Words and Pictures JMLR 2003 Nash Q-Learning for General-Sum Stochastic Games JMLR 2003 On Inclusion-Driven Learning of Bayesian Networks JMLR 2003 Preference Elicitation via Theory Refinement JMLR 2003 Relational Learning as Search in a Critical Region JMLR 2003 Speedup Learning for Repair-based Search by Identifying Redundant Steps JMLR 2003 Learning Precise Timing with LSTM Recurrent Networks JMLR 2002 Lyapunov Design for Safe Reinforcement Learning JMLR 2002 Optimal Structure Identification With Greedy Search JMLR 2002 Tracking a Small Set of Experts by Mixing Past Posteriors JMLR 2002 Learning Evaluation Functions to Improve Optimization by Local Search JMLR 2000