mutual information

Estimators of Entropy and Information via Inference in Probabilistic Models AISTATS 2022 Fast and Fine-grained Autoscaler for Streaming Jobs with Reinforcement Learning IJCAI 2022 FedSR: A Simple and Effective Domain Generalization Method for Federated Learning NeurIPS 2022 FInfer: Frame Inference-Based Deepfake Detection for High-Visual-Quality Videos AAAI 2022 First Contact: Unsupervised Human-Machine Co-Adaptation via Mutual Information Maximization NeurIPS 2022 Forget-me-not! Contrastive critics for mitigating posterior collapse UAI 2022 From Hyperbolic Geometry Back to Word Embeddings ACL 2022 Frustratingly Easy Transferability Estimation ICML 2022 Generalised Mutual Information for Discriminative Clustering NeurIPS 2022 Generalization Bounds via Convex Analysis COLT 2022 Graph Few-shot Learning with Task-specific Structures NeurIPS 2022 Heterogeneous Skill Learning for Multi-agent Tasks NeurIPS 2022 Hibernated Backdoor: A Mutual Information Empowered Backdoor Attack to Deep Neural Networks AAAI 2022 Improving Adversarial Robustness via Mutual Information Estimation ICML 2022 Improving Mutual Information Estimation with Annealed and Energy-Based Bounds ICLR 2022 Improving Subgraph Recognition With Variational Graph Information Bottleneck CVPR 2022 Increasing Visual Awareness in Multimodal Neural Machine Translation from an Information Theoretic Perspective EMNLP 2022 Information Bottleneck: Exact Analysis of (Quantized) Neural Networks ICLR 2022 Information Prioritization through Empowerment in Visual Model-based RL ICLR 2022 Information-Theoretic Analysis of Epistemic Uncertainty in Bayesian Meta-learning AISTATS 2022 Information theoretic approach to detect collusion in multi-agent games UAI 2022 Information-Theoretic GAN Compression with Variational Energy-based Model NeurIPS 2022 Invariant Information Bottleneck for Domain Generalization AAAI 2022 Iterated Reasoning with Mutual Information in Cooperative and Byzantine Decentralized Teaming ICLR 2022 ITSA: An Information-Theoretic Approach to Automatic Shortcut Avoidance and Domain Generalization in Stereo Matching Networks CVPR 2022