mutual information

Anomaly Detection for Tabular Data with Internal Contrastive Learning ICLR 2022 A Probabilistic Code Balance Constraint with Compactness and Informativeness Enhancement for Deep Supervised Hashing IJCAI 2022 A time-resolved theory of information encoding in recurrent neural networks NeurIPS 2022 Batch Multi-Fidelity Active Learning with Budget Constraints NeurIPS 2022 Beyond Images: Label Noise Transition Matrix Estimation for Tasks with Lower-Quality Features ICML 2022 Chained generalisation bounds COLT 2022 Cheat Codes to Quantify Missing Source Information in Neural Machine Translation NAACL 2022 Combating the instability of mutual information-based losses via regularization UAI 2022 Competing Mutual Information Constraints with Stochastic Competition-Based Activations for Learning Diversified Representations AAAI 2022 Contrastive Fine-grained Class Clustering via Generative Adversarial Networks ICLR 2022 Contrastive Neural Ratio Estimation NeurIPS 2022 DARE: Disentanglement-Augmented Rationale Extraction NeurIPS 2022 Decorrelate Irrelevant, Purify Relevant: Overcome Textual Spurious Correlations from a Feature Perspective COLING 2022 Decoupling Local and Global Representations of Time Series AISTATS 2022 Deep Multi-Fidelity Active Learning of High-Dimensional Outputs AISTATS 2022 Deep Representation Debiasing via Mutual Information Minimization and Maximization (Student Abstract) AAAI 2022 Delivering Fairness in Human Resources AI: Mutual Information to the Rescue AACL 2022 Direct then Diffuse: Incremental Unsupervised Skill Discovery for State Covering and Goal Reaching ICLR 2022 DisenCite: Graph-Based Disentangled Representation Learning for Context-Specific Citation Generation AAAI 2022 Disentangled Spatiotemporal Graph Generative Models AAAI 2022 Domain Adaptation via Maximizing Surrogate Mutual Information IJCAI 2022 DOMINO: Decomposed Mutual Information Optimization for Generalized Context in Meta-Reinforcement Learning NeurIPS 2022 Dual-discriminative Graph Neural Network for Imbalanced Graph-level Anomaly Detection NeurIPS 2022 Efficient Knowledge Distillation from Model Checkpoints NeurIPS 2022 Empirical Bayesian Approaches for Robust Constraint-based Causal Discovery under Insufficient Data IJCAI 2022