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
'5
'10
'15
'20
'25
Papers (including subtopics)
Deductive Verification of LLM Generated SPARQL Queries
COLING 2024
DEEM: Dynamic Experienced Expert Modeling for Stance Detection
COLING 2024
DeepAccident: A Motion and Accident Prediction Benchmark for V2X Autonomous Driving
AAAI 2024
Deep Backward and Galerkin Methods for the Finite State Master Equation
JMLR 2024
DeepBern-Nets: Taming the Complexity of Certifying Neural Networks Using Bernstein Polynomial Activations and Precise Bound Propagation
AAAI 2024
Deep Dependency Networks and Advanced Inference Schemes for Multi-Label Classification
AISTATS 2024
Deep Equilibrium Algorithmic Reasoning
NeurIPS 2024
Deeper Insights Without Updates: The Power of In-Context Learning Over Fine-Tuning
EMNLP 2024
Deep Functional Factor Models: Forecasting High-Dimensional Functional Time Series via Bayesian Nonparametric Factorization
ICML 2024
Deep Fusion: Efficient Network Training via Pre-trained Initializations
ICML 2024
Deep Homography Estimation for Visual Place Recognition
AAAI 2024
DeepITE: Designing Variational Graph Autoencoders for Intervention Target Estimation
NeurIPS 2024
Deep Learning-Based Alternative Route Computation
AISTATS 2024
Deep Learning on Graphs: A Data-Centric Exploration
AAAI 2024
Deep Linear Array Pushbroom Image Restoration: A Degradation Pipeline and Jitter-Aware Restoration Network
AAAI 2024
Deep model-free KKL observer: A switching approach
L4DC 2024
Deep Networks Always Grok and Here is Why
ICML 2024
Deep Neural Networks via Complex Network Theory: A Perspective
IJCAI 2024
Deep Neural Room Acoustics Primitive
ICML 2024
Deep Optics for Optomechanical Control Policy Design
WACV 2024
DeepPavlov at SemEval-2024 Task 3: Multimodal Large Language Models in Emotion Reasoning
SemEval 2024
DeepPavlov at SemEval-2024 Task 8: Leveraging Transfer Learning for Detecting Boundaries of Machine-Generated Texts
SemEval 2024
DeepPointMap: Advancing LiDAR SLAM with Unified Neural Descriptors
AAAI 2024
DeepPolar: Inventing Nonlinear Large-Kernel Polar Codes via Deep Learning
ICML 2024
Deep Policy Gradient Methods Without Batch Updates, Target Networks, or Replay Buffers
NeurIPS 2024