Application Areas

LITMUS Predictor: An AI Assistant for Building Reliable, High-Performing and Fair Multilingual NLP Systems AAAI 2022 LittleBird: Efficient Faster & Longer Transformer for Question Answering EMNLP 2022 LM-CORE: Language Models with Contextually Relevant External Knowledge NAACL 2022 LMN at SemEval-2022 Task 11: A Transformer-based System for English Named Entity Recognition SemEval 2022 LobsDICE: Offline Learning from Observation via Stationary Distribution Correction Estimation NeurIPS 2022 Local-Adaptive Face Recognition via Graph-Based Meta-Clustering and Regularized Adaptation CVPR 2022 Local Augmentation for Graph Neural Networks ICML 2022 Local calibration: metrics and recalibration UAI 2022 Local Differential Privacy for Belief Functions AAAI 2022 Local Differential Privacy Meets Computational Social Choice - Resilience under Voter Deletion IJCAI 2022 Localization Distillation for Dense Object Detection CVPR 2022 Localized Adversarial Domain Generalization CVPR 2022 Local Justice and the Algorithmic Allocation of Scarce Societal Resources AAAI 2022 Local Learning Matters: Rethinking Data Heterogeneity in Federated Learning CVPR 2022 Locally Differentially Private Reinforcement Learning for Linear Mixture Markov Decision Processes ACML 2022 Locally Private k-Means Clustering with Constant Multiplicative Approximation and Near-Optimal Additive Error AAAI 2022 LOG: Active Model Adaptation for Label-Efficient OOD Generalization NeurIPS 2022 Log-Concave and Multivariate Canonical Noise Distributions for Differential Privacy NeurIPS 2022 Logic-Driven Context Extension and Data Augmentation for Logical Reasoning of Text ACL 2022 Logit Mixing Training for More Reliable and Accurate Prediction IJCAI 2022 Logit Perturbation AAAI 2022 Longitudinal Fairness with Censorship AAAI 2022 Long-range Sequence Modeling with Predictable Sparse Attention ACL 2022 Long-Tail Recognition via Compositional Knowledge Transfer CVPR 2022 Long-term Spatio-Temporal Forecasting via Dynamic Multiple-Graph Attention IJCAI 2022