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
4
10
1
11
82
89
98
89
99
120
153
269
217
273
416
1,053
1,809
3,137
4,063
4,997
5,940
7,896
12,509
17,181
8,128
2000
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'25
Papers (including subtopics)
Angular Quantization-based Binary Codes for Fast Similarity Search
NeurIPS 2012
An Object-Based Approach to Map Human Hand Synergies onto Robotic Hands with Dissimilar Kinematics
RSS 2012
A P300 BCI for the Masses: Prior Information Enables Instant Unsupervised Spelling
NeurIPS 2012
Approximate Inference by Intersecting Semidefinite Bound and Local Polytope
AISTATS 2012
Approximate Inference in Additive Factorial HMMs with Application to Energy Disaggregation
AISTATS 2012
Approximating Equilibria in Sequential Auctions with Incomplete Information and Multi-Unit Demand
NeurIPS 2012
Asymptotically-optimal Path Planning on Manifolds
RSS 2012
Autonomous Exploration For Navigating In MDPs
COLT 2012
Bandit Algorithms boost Brain Computer Interfaces for motor-task selection of a brain-controlled button
NeurIPS 2012
Bayesian Hierarchical Reinforcement Learning
NeurIPS 2012
Burn-in, bias, and the rationality of anchoring
NeurIPS 2012
Causal Bounds and Observable Constraints for Non-deterministic Models
JMLR 2012
Causal discovery with scale-mixture model for spatiotemporal variance dependencies
NeurIPS 2012
Causality with Gates
AISTATS 2012
Characterization and Greedy Learning of Interventional Markov Equivalence Classes of Directed Acyclic Graphs
JMLR 2012
Colour-Consistent Structure-from-Motion Models using Underwater Imagery
RSS 2012
CompAct Arm™: a Compliant Manipulator with Intrinsic Variable Physical Damping
RSS 2012
Complex Inference in Neural Circuits with Probabilistic Population Codes and Topic Models
NeurIPS 2012
Contextual Sequence Prediction with Application to Control Library Optimization
RSS 2012
Controlled Recognition Bounds for Visual Learning and Exploration
NeurIPS 2012
Controlling Selection Bias in Causal Inference
AISTATS 2012
Co-Regularized Hashing for Multimodal Data
NeurIPS 2012
Cost-Sensitive Exploration in Bayesian Reinforcement Learning
NeurIPS 2012
DARWIN: A Framework for Machine Learning and Computer Vision Research and Development
JMLR 2012
Delay Compensation with Dynamical Synapses
NeurIPS 2012