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)
Fair Classifiers that Abstain without Harm
ICLR 2024
FairCLIP: Harnessing Fairness in Vision-Language Learning
CVPR 2024
FairDeDup: Detecting and Mitigating Vision-Language Fairness Disparities in Semantic Dataset Deduplication
CVPR 2024
Fair Distribution of Delivery Orders
IJCAI 2024
FairerCLIP: Debiasing CLIP's Zero-Shot Predictions using Functions in RKHSs
ICLR 2024
Fairer Preferences Elicit Improved Human-Aligned Large Language Model Judgments
EMNLP 2024
Fair Federated Learning with Biased Vision-Language Models
ACL 2024
FairGT: A Fairness-aware Graph Transformer
IJCAI 2024
Fair Lotteries for Participatory Budgeting
AAAI 2024
Fair Machine Unlearning: Data Removal while Mitigating Disparities
AISTATS 2024
FairMedFM: Fairness Benchmarking for Medical Imaging Foundation Models
NeurIPS 2024
Fair Multivariate Adaptive Regression Splines for Ensuring Equity and Transparency
AAAI 2024
Fairness and Optimization in Dynamic Multiagent Allocation Problems
IJCAI 2024
Fairness-Aware Meta-Learning via Nash Bargaining
NeurIPS 2024
Fairness-Aware Online Positive-Unlabeled Learning
EMNLP 2024
Fairness-Aware Structured Pruning in Transformers
AAAI 2024
Fairness guarantees in multi-class classification with demographic parity
JMLR 2024
Fairness in Serving Large Language Models
OSDI 2024
Fairness with Censorship: Bridging the Gap between Fairness Research and Real-World Deployment
AAAI 2024
Fairness without Harm: An Influence-Guided Active Sampling Approach
NeurIPS 2024
Fair Off-Policy Learning from Observational Data
ICML 2024
Fair Online Bilateral Trade
NeurIPS 2024
FairPlay: A Multi-Sided Fair Dynamic Pricing Policy for Hotels
AAAI 2024
FairProof : Confidential and Certifiable Fairness for Neural Networks
ICML 2024
FairQueue: Rethinking Prompt Learning for Fair Text-to-Image Generation
NeurIPS 2024