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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Papers (including subtopics)
Robust Data-Driven Output Feedback Control via Bootstrapped Multiplicative Noise
L4DC 2022
Robust Deep Reinforcement Learning through Bootstrapped Opportunistic Curriculum
ICML 2022
Robust Direct Learning for Causal Data Fusion
ACML 2022
Robust Egocentric Photo-Realistic Facial Expression Transfer for Virtual Reality
CVPR 2022
Robust Feature-Level Adversaries are Interpretability Tools
NeurIPS 2022
Robust Graph Neural Networks via Probabilistic Lipschitz Constraints
L4DC 2022
Robust Hate Speech Detection via Mitigating Spurious Correlations
AACL 2022
Robust Heterogeneous Graph Neural Networks against Adversarial Attacks
AAAI 2022
Robust identifiability in linear structural equation models of causal inference
UAI 2022
Robustification of Online Graph Exploration Methods
AAAI 2022
Robustifying Sentiment Classification by Maximally Exploiting Few Counterfactuals
EMNLP 2022
Robust Image Forgery Detection Over Online Social Network Shared Images
CVPR 2022
Robust Imitation of a Few Demonstrations with a Backwards Model
NeurIPS 2022
Robust Interpretable Text Classification against Spurious Correlations Using AND-rules with Negation
IJCAI 2022
Robust Lane Detection via Expanded Self Attention
WACV 2022
Robust Learning Meets Generative Models: Can Proxy Distributions Improve Adversarial Robustness?
ICLR 2022
Robust Lottery Tickets for Pre-trained Language Models
ACL 2022
RobustLR: A Diagnostic Benchmark for Evaluating Logical Robustness of Deductive Reasoners
EMNLP 2022
Robustly Recognizing Irregular Scene Text by Rectifying Principle Irregularities
WACV 2022
Robust Models Are More Interpretable Because Attributions Look Normal
ICML 2022
Robust Multi-Objective Reinforcement Learning with
Dynamic Preferences
ACML 2022
Robustness Analysis of Video-Language Models Against Visual and Language Perturbations
NeurIPS 2022
Robustness and Accuracy Could Be Reconcilable by (Proper) Definition
ICML 2022
Robustness Certificates for Implicit Neural Networks: A Mixed Monotone Contractive Approach
L4DC 2022
Robustness Disparities in Face Detection
NeurIPS 2022