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)
N-Singer: A Non-Autoregressive Korean Singing Voice Synthesis System for Pronunciation Enhancement
Interspeech 2021
NUANCED: Natural Utterance Annotation for Nuanced Conversation with Estimated Distributions
EMNLP 2021
Numerical reasoning in machine reading comprehension tasks: are we there yet?
EMNLP 2021
NUQSGD: Provably Communication-efficient Data-parallel SGD via Nonuniform Quantization
JMLR 2021
O2O-Afford: Annotation-Free Large-Scale Object-Object Affordance Learning
CoRL 2021
OadTR: Online Action Detection With Transformers
ICCV 2021
Object-Aware Regularization for Addressing Causal Confusion in Imitation Learning
NeurIPS 2021
Object Classification From Randomized EEG Trials
CVPR 2021
Object DGCNN: 3D Object Detection using Dynamic Graphs
NeurIPS 2021
Objective-aware Traffic Simulation via Inverse Reinforcement Learning
IJCAI 2021
Object Relation Attention for Image Paragraph Captioning
AAAI 2021
Objectron: A Large Scale Dataset of Object-Centric Videos in the Wild With Pose Annotations
CVPR 2021
Off-Belief Learning
ICML 2021
Off-Dynamics Reinforcement Learning: Training for Transfer with Domain Classifiers
ICLR 2021
Offline Reinforcement Learning as One Big Sequence Modeling Problem
NeurIPS 2021
Offline Reinforcement Learning from Human Feedback in Real-World Sequence-to-Sequence Tasks
ACL 2021
Off-policy Evaluation in Infinite-Horizon Reinforcement Learning with Latent Confounders
AISTATS 2021
Offset-free setpoint tracking using neural network controllers
L4DC 2021
Olá, Bonjour, Salve! XFORMAL: A Benchmark for Multilingual Formality Style Transfer
NAACL 2021
On a Competitive Secretary Problem with Deferred Selections
IJCAI 2021
On Attention Redundancy: A Comprehensive Study
NAACL 2021
On Avoiding the Union Bound When Answering Multiple Differentially Private Queries
COLT 2021
On Belief Change for Multi-Label Classifier Encodings
IJCAI 2021
On Blame Attribution for Accountable Multi-Agent Sequential Decision Making
NeurIPS 2021
Once Quantization-Aware Training: High Performance Extremely Low-Bit Architecture Search
ICCV 2021