Application Areas

On Improving Resource Allocations by Sharing AAAI 2022 On learning adaptive acquisition policies for undersampled multi-coil MRI reconstruction MIDL 2022 On Learning and Refutation in Noninteractive Local Differential Privacy NeurIPS 2022 On Learning Fairness and Accuracy on Multiple Subgroups NeurIPS 2022 On Length Divergence Bias in Textual Matching Models ACL 2022 Online Continual Learning on Class Incremental Blurry Task Configuration with Anytime Inference ICLR 2022 Online Convolutional Re-Parameterization CVPR 2022 Online ECG Emotion Recognition for Unknown Subjects via Hypergraph-Based Transfer Learning IJCAI 2022 Online Hybrid Lightweight Representations Learning: Its Application to Visual Tracking IJCAI 2022 Online Knowledge Distillation by Temporal-Spatial Boosting WACV 2022 Online Semantic Parsing for Latency Reduction in Task-Oriented Dialogue ACL 2022 On Measures of Biases and Harms in NLP AACL 2022 On Measuring Excess Capacity in Neural Networks NeurIPS 2022 On Measuring Social Biases in Prompt-Based Multi-Task Learning NAACL 2022 On Mixup Regularization JMLR 2022 On PAC Learning Halfspaces in Non-interactive Local Privacy Model with Public Unlabeled Data ACML 2022 On Privacy and Personalization in Cross-Silo Federated Learning NeurIPS 2022 On Synthetic Data for Back Translation NAACL 2022 On Testing for Discrimination Using Causal Models AAAI 2022 On the Adversarial Robustness of Causal Algorithmic Recourse ICML 2022 On The Arabic Dialects’ Identification: Overcoming Challenges of Geographical Similarities Between Arabic dialects and Imbalanced Datasets EMNLP 2022 On the Calibration of Pre-trained Language Models using Mixup Guided by Area Under the Margin and Saliency ACL 2022 On the Complementarity between Pre-Training and Random-Initialization for Resource-Rich Machine Translation COLING 2022 On the Complementarity of Images and Text for the Expression of Emotions in Social Media ACL 2022 On the Computation of Necessary and Sufficient Explanations AAAI 2022