Application Areas

Smoothed Online Learning is as Easy as Statistical Learning COLT 2022 SMPL: Simulated Industrial Manufacturing and Process Control Learning Environments NeurIPS 2022 SMSMix: Sense-Maintained Sentence Mixup for Word Sense Disambiguation EMNLP 2022 SNAIL: Semi-Separated Uncertainty Adversarial Learning for Universal Domain Adaptation ACML 2022 Snapshot-Guided Domain Adaptation for ELECTRA EMNLP 2022 SNU-Causality Lab @ Causal News Corpus 2022: Detecting Causality by Data Augmentation via Part-of-Speech tagging EMNLP 2022 Social Bot-Aware Graph Neural Network for Early Rumor Detection COLING 2022 Social-Inverse: Inverse Decision-making of Social Contagion Management with Task Migrations NeurIPS 2022 Socially Fair Mitigation of Misinformation on Social Networks via Constraint Stochastic Optimization AAAI 2022 So Different Yet So Alike! Constrained Unsupervised Text Style Transfer ACL 2022 SoFaiR: Single Shot Fair Representation Learning IJCAI 2022 Solving PDE-Constrained Control Problems Using Operator Learning AAAI 2022 Some Languages are More Equal than Others: Probing Deeper into the Linguistic Disparity in the NLP World AACL 2022 SOS: Systematic Offensive Stereotyping Bias in Word Embeddings COLING 2022 SoteriaFL: A Unified Framework for Private Federated Learning with Communication Compression NeurIPS 2022 Source-Free Adaptation to Measurement Shift via Bottom-Up Feature Restoration ICLR 2022 Source-Free Domain Adaptation via Distribution Estimation CVPR 2022 Source-Free Object Detection by Learning To Overlook Domain Style CVPR 2022 SpaceMAP: Visualizing High-Dimensional Data by Space Expansion ICML 2022 SPAct: Self-Supervised Privacy Preservation for Action Recognition CVPR 2022 SparCL: Sparse Continual Learning on the Edge NeurIPS 2022 SparseAdapter: An Easy Approach for Improving the Parameter-Efficiency of Adapters EMNLP 2022 Sparse Distillation: Speeding Up Text Classification by Using Bigger Student Models NAACL 2022 SparseFed: Mitigating Model Poisoning Attacks in Federated Learning with Sparsification AISTATS 2022 Sparse Invariant Risk Minimization ICML 2022