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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)

Attention over Learned Object Embeddings Enables Complex Visual Reasoning NeurIPS 2021 Attention vs non-attention for a Shapley-based explanation method NAACL 2021 Attention Weights in Transformer NMT Fail Aligning Words Between Sequences but Largely Explain Model Predictions EMNLP 2021 AttnMove: History Enhanced Trajectory Recovery via Attentional Network AAAI 2021 Attribute-Guided Adversarial Training for Robustness to Natural Perturbations AAAI 2021 A Two-Stage Training Framework with Feature-Label Matching Mechanism for Learning from Label Proportions ACML 2021 Auction Learning as a Two-Player Game ICLR 2021 Audio2Gestures: Generating Diverse Gestures From Speech Audio With Conditional Variational Autoencoders ICCV 2021 Audio- and Gaze-Driven Facial Animation of Codec Avatars WACV 2021 Audio-Driven Emotional Video Portraits CVPR 2021 Audio-Visual Event Localization via Recursive Fusion by Joint Co-Attention WACV 2021 Audio-Visual Instance Discrimination with Cross-Modal Agreement CVPR 2021 Audio-Visual Recognition of Emotional Engagement of People with Dementia Interspeech 2021 Audio-Visual Speech Emotion Recognition by Disentangling Emotion and Identity Attributes Interspeech 2021 Audiovisual Transfer Learning for Audio Tagging and Sound Event Detection Interspeech 2021 Auditing Black-Box Prediction Models for Data Minimization Compliance NeurIPS 2021 Auditing Robot Learning for Safety and Compliance during Deployment CoRL 2021 Augmenting Policy Learning with Routines Discovered from a Single Demonstration AAAI 2021 AugNLG: Few-shot Natural Language Generation using Self-trained Data Augmentation ACL 2021 A Unified Analysis of First-Order Methods for Smooth Games via Integral Quadratic Constraints JMLR 2021 A Unified Approach to Fair Online Learning via Blackwell Approachability NeurIPS 2021 A Unified Approach to Interpreting and Boosting Adversarial Transferability ICLR 2021 A unified approach to sentence segmentation of punctuated text in many languages ACL 2021 A Unified Framework for Planning with Learned Neural Network Transition Models AAAI 2021 A Unified Generative Adversarial Network Training via Self-Labeling and Self-Attention ICML 2021