Application Areas

ACCoRD: A Multi-Document Approach to Generating Diverse Descriptions of Scientific Concepts EMNLP 2022 Accurate Emotion Strength Assessment for Seen and Unseen Speech Based on Data-Driven Deep Learning Interspeech 2022 Achieving Conversational Goals with Unsupervised Post-hoc Knowledge Injection ACL 2022 Achieving Counterfactual Fairness for Causal Bandit AAAI 2022 Achieving Fairness at No Utility Cost via Data Reweighing with Influence ICML 2022 Achieving Long-Term Fairness in Sequential Decision Making AAAI 2022 ACIL: Analytic Class-Incremental Learning with Absolute Memorization and Privacy Protection NeurIPS 2022 A Closer Look at Parameter Contributions When Training Neural Language and Translation Models COLING 2022 A Closer Look at Smoothness in Domain Adversarial Training ICML 2022 A Comparison of Strategies for Source-Free Domain Adaptation ACL 2022 A Complementary Joint Training Approach Using Unpaired Speech and Text A Complementary Joint Training Approach Using Unpaired Speech and Text Interspeech 2022 A composable machine-learning approach for steady-state simulations on high-resolution grids NeurIPS 2022 A Comprehensive Study on Large-Scale Graph Training: Benchmarking and Rethinking NeurIPS 2022 A Computationally Efficient Framework for Vector Representation of Persistence Diagrams JMLR 2022 A Conservative Approach for Unbiased Learning on Unknown Biases CVPR 2022 A Consistent and Efficient Evaluation Strategy for Attribution Methods ICML 2022 A Context-Integrated Transformer-Based Neural Network for Auction Design ICML 2022 A Contrastive Cross-Channel Data Augmentation Framework for Aspect-Based Sentiment Analysis COLING 2022 A Coupled Design of Exploiting Record Similarity for Practical Vertical Federated Learning NeurIPS 2022 Active approximately metric-fair learning UAI 2022 Active fairness auditing ICML 2022 Active Learning for Domain Adaptation: An Energy-Based Approach AAAI 2022 Active-Passive SimStereo - Benchmarking the Cross-Generalization Capabilities of Deep Learning-based Stereo Methods NeurIPS 2022 Active Sampling for Min-Max Fairness ICML 2022 ActiveZero: Mixed Domain Learning for Active Stereovision With Zero Annotation CVPR 2022