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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
'5
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'25

Papers (including subtopics)

Towards Integrative Causal Analysis of Heterogeneous Data Sets and Studies JMLR 2012 Towards Persistent Localization and Mapping with a Continuous Appearance-based Topology RSS 2012 Tractable Objectives for Robust Policy Optimization NeurIPS 2012 Trajectory-Based Short-Sighted Probabilistic Planning NeurIPS 2012 Transferring Expectations in Model-based Reinforcement Learning NeurIPS 2012 Turning-rate Selective Control : A New Method for Independent Control of Stress-engineered MEMS Microrobots RSS 2012 Two-way Parallel Class Expression Learning ACML 2012 Unsupervised Template Learning for Fine-Grained Object Recognition NeurIPS 2012 Value Pursuit Iteration NeurIPS 2012 Variational Bayesian Optimization for Runtime Risk-Sensitive Control RSS 2012 Visual Route Recognition with a Handful of Bits RSS 2012 Walking and running on yielding and fluidizing ground RSS 2012 Waveform Driven Plasticity in BiFeO3 Memristive Devices: Model and Implementation NeurIPS 2012 (weak) Calibration is Computationally Hard COLT 2012 Weighted Likelihood Policy Search with Model Selection NeurIPS 2012 What Types of Interactions do Bio-Inspired Robot Swarms and Flocks Afford a Human? RSS 2012 A Brain-Machine Interface Operating with a Real-Time Spiking Neural Network Control Algorithm NeurIPS 2011 A Collaborative Mechanism for Crowdsourcing Prediction Problems NeurIPS 2011 A conditional game for comparing approximations AISTATS 2011 Action-Gap Phenomenon in Reinforcement Learning NeurIPS 2011 Active Classification based on Value of Classifier NeurIPS 2011 Active dendrites: adaptation to spike-based communication NeurIPS 2011 A Framework for Push-Grasping in Clutter RSS 2011 Agnostic KWIK learning and efficient approximate reinforcement learning COLT 2011 Analysis and Improvement of Policy Gradient Estimation NeurIPS 2011