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)
Towards Uncertainty Unification: A Case Study for Preference Learning
RSS 2025
Towards Understanding and Quantifying Uncertainty for Text-to-Image Generation
CVPR 2025
Towards Understanding Fine-Tuning Mechanisms of LLMs via Circuit Analysis
ICML 2025
Towards Understanding How Knowledge Evolves in Large Vision-Language Models
CVPR 2025
Towards Understanding LLM-Generated Biomedical Lay Summaries
NAACL 2025
Towards Understanding Multi-Task Learning (Generalization) of LLMs via Detecting and Exploring Task-Specific Neurons
COLING 2025
Towards Understanding the Fragility of Multilingual LLMs against Fine-Tuning Attacks
NAACL 2025
Towards Understanding the Universality of Transformers for Next-Token Prediction
ICLR 2025
Towards Understanding Why Label Smoothing Degrades Selective Classification and How to Fix It
ICLR 2025
Towards Unified, Dynamic and Annotation-based Visualisations and Exploration of Annotated Big Data Corpora with the Help of Unified Corpus Explorer
NAACL 2025
Towards Unified Human Motion-Language Understanding via Sparse Interpretable Characterization
ICLR 2025
Towards Unifying Evaluation of Counterfactual Explanations: Leveraging Large Language Models for Human-Centric Assessments
AAAI 2025
Towards Universal AI-Generated Image Detection by Variational Information Bottleneck Network
CVPR 2025
Towards Universal Debiasing for Language Models-based Tabular Data Generation
EMNLP 2025
Towards Universality: Studying Mechanistic Similarity Across Language Model Architectures
ICLR 2025
Towards Universal Offline Black-Box Optimization via Learning Language Model Embeddings
ICML 2025
Towards Universal Soccer Video Understanding
CVPR 2025
Towards Utilising a Range of Neural Activations for Comprehending Representational Associations
WACV 2025
Towards Verifiable Text Generation with Generative Agent
AAAI 2025
Towards Video Thinking Test: A Holistic Benchmark for Advanced Video Reasoning and Understanding
ICCV 2025
Towards World Simulator: Crafting Physical Commonsense-Based Benchmark for Video Generation
ICML 2025
Towards Zero-Shot Anomaly Detection and Reasoning with Multimodal Large Language Models
CVPR 2025
Towards Zero-Shot Multimodal Machine Translation
NAACL 2025
Toward Understanding In-context vs. In-weight Learning
ICLR 2025
Toward Universal Laws of Outlier Propagation
UAI 2025