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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

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11
99
273
4,063
17,181
2000
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Papers (including subtopics)

Cultural and Geographical Influences on Image Translatability of Words across Languages NAACL 2021 Cumulants of Hawkes Processes are Robust to Observation Noise ICML 2021 Curriculum Graph Co-Teaching for Multi-Target Domain Adaptation CVPR 2021 Curriculum Learning for Vision-and-Language Navigation NeurIPS 2021 Curse or Redemption? How Data Heterogeneity Affects the Robustness of Federated Learning AAAI 2021 cushLEPOR: customising hLEPOR metric using Optuna for higher agreement with human judgments or pre-trained language model LaBSE EMNLP 2021 Custom-Design of FDR Encodings: The Case of Red-Black Planning IJCAI 2021 Cyclic Co-Learning of Sounding Object Visual Grounding and Sound Separation CVPR 2021 D2-Net: Weakly-Supervised Action Localization via Discriminative Embeddings and Denoised Activations ICCV 2021 DAGSurv: Directed Ayclic Graph Based Survival Analysis Using Deep Neural Networks ACML 2021 dalex: Responsible Machine Learning with Interactive Explainability and Fairness in Python JMLR 2021 DANCE: Enhancing saliency maps using decoys ICML 2021 DanNet2: Extending the coverage of adjectives in DanNet based on thesaurus data (project presentation) EACL 2021 Data and Parameter Scaling Laws for Neural Machine Translation EMNLP 2021 Data-driven design of switching reference governors for brake-by-wire applications L4DC 2021 Data Efficient Algorithms and Interpretability Requirements for Personalized Assessment of Taskable AI Systems IJCAI 2021 Data-efficient Hindsight Off-policy Option Learning ICML 2021 Data-Efficient Language Shaped Few-shot Image Classification EMNLP 2021 Data Efficient Masked Language Modeling for Vision and Language EMNLP 2021 Data-Efficient Reinforcement Learning with Self-Predictive Representations ICLR 2021 Data-Free Universal Adversarial Perturbation and Black-Box Attack ICCV 2021 Dataset Inference: Ownership Resolution in Machine Learning ICLR 2021 DCNAS: Densely Connected Neural Architecture Search for Semantic Image Segmentation CVPR 2021 DDPNOpt: Differential Dynamic Programming Neural Optimizer ICLR 2021 DDRel: A New Dataset for Interpersonal Relation Classification in Dyadic Dialogues AAAI 2021