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Core AI

68,645 papers (13 classified directly here)

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)
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Papers (including subtopics)

Fair Classifiers that Abstain without Harm ICLR 2024 FairCLIP: Harnessing Fairness in Vision-Language Learning CVPR 2024 FairDeDup: Detecting and Mitigating Vision-Language Fairness Disparities in Semantic Dataset Deduplication CVPR 2024 Fair Distribution of Delivery Orders IJCAI 2024 FairerCLIP: Debiasing CLIP's Zero-Shot Predictions using Functions in RKHSs ICLR 2024 Fairer Preferences Elicit Improved Human-Aligned Large Language Model Judgments EMNLP 2024 Fair Federated Learning with Biased Vision-Language Models ACL 2024 FairGT: A Fairness-aware Graph Transformer IJCAI 2024 Fair Lotteries for Participatory Budgeting AAAI 2024 Fair Machine Unlearning: Data Removal while Mitigating Disparities AISTATS 2024 FairMedFM: Fairness Benchmarking for Medical Imaging Foundation Models NeurIPS 2024 Fair Multivariate Adaptive Regression Splines for Ensuring Equity and Transparency AAAI 2024 Fairness and Optimization in Dynamic Multiagent Allocation Problems IJCAI 2024 Fairness-Aware Meta-Learning via Nash Bargaining NeurIPS 2024 Fairness-Aware Online Positive-Unlabeled Learning EMNLP 2024 Fairness-Aware Structured Pruning in Transformers AAAI 2024 Fairness guarantees in multi-class classification with demographic parity JMLR 2024 Fairness in Serving Large Language Models OSDI 2024 Fairness with Censorship: Bridging the Gap between Fairness Research and Real-World Deployment AAAI 2024 Fairness without Harm: An Influence-Guided Active Sampling Approach NeurIPS 2024 Fair Off-Policy Learning from Observational Data ICML 2024 Fair Online Bilateral Trade NeurIPS 2024 FairPlay: A Multi-Sided Fair Dynamic Pricing Policy for Hotels AAAI 2024 FairProof : Confidential and Certifiable Fairness for Neural Networks ICML 2024 FairQueue: Rethinking Prompt Learning for Fair Text-to-Image Generation NeurIPS 2024