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)
Towards Neural Programming Interfaces
NeurIPS 2020
Towards neuromorphic control: A spiking neural network based PID controller for UAV
RSS 2020
Towards Omni-Supervised Face Alignment for Large Scale Unlabeled Videos
AAAI 2020
Towards Open Domain Event Trigger Identification using Adversarial Domain Adaptation
ACL 2020
Towards Persona-Based Empathetic Conversational Models
EMNLP 2020
Towards practical differentially private causal graph discovery
NeurIPS 2020
Towards Preemptive Detection of Depression and Anxiety in Twitter
COLING 2020
Towards Privacy by Design in Learner Corpora Research: A Case of On-the-fly Pseudonymization of Swedish Learner Essays
COLING 2020
Towards Robustifying NLI Models Against Lexical Dataset Biases
ACL 2020
Towards Robust Image Classification Using Sequential Attention Models
CVPR 2020
Towards Safe Policy Improvement for Non-Stationary MDPs
NeurIPS 2020
Towards Scalable Bayesian Learning of Causal DAGs
NeurIPS 2020
Towards Silent Paralinguistics: Deriving Speaking Mode and Speaker ID from Electromyographic Signals
Interspeech 2020
Towards Socially Responsible AI: Cognitive Bias-Aware Multi-Objective Learning
AAAI 2020
Towards Stabilizing Batch Statistics in Backward Propagation of Batch Normalization
ICLR 2020
Towards Stable and Efficient Training of Verifiably Robust Neural Networks
ICLR 2020
Towards Threshold Invariant Fair Classification
UAI 2020
Towards Transferable Targeted Attack
CVPR 2020
Towards Transparent and Explainable Attention Models
ACL 2020
Towards Trustable Explainable AI
IJCAI 2020
Towards Trustworthy Deception Detection: Benchmarking Model Robustness across Domains, Modalities, and Languages
COLING 2020
Towards Understanding and Improving the Transferability of Adversarial Examples in Deep Neural Networks
ACML 2020
Towards Understanding Gender Bias in Relation Extraction
ACL 2020
Towards Universal Languages for Tractable Ontology Mediated Query Answering
AAAI 2020
Towards Universal Text-to-Speech
Interspeech 2020