mutual information

Representation Learning for Sequence Data with Deep Autoencoding Predictive Components ICLR 2021 RGB-D Saliency Detection via Cascaded Mutual Information Minimization ICCV 2021 Self-supervised Bilingual Syntactic Alignment for Neural Machine Translation AAAI 2021 Self-Supervised Hypergraph Convolutional Networks for Session-based Recommendation AAAI 2021 Self-Supervised Learning with Kernel Dependence Maximization NeurIPS 2021 Self-supervised Representation Learning with Relative Predictive Coding ICLR 2021 Semi-Supervised Single-Stage Controllable GANs for Conditional Fine-Grained Image Generation ICCV 2021 Sliced Mutual Information: A Scalable Measure of Statistical Dependence NeurIPS 2021 Submodular combinatorial information measures with applications in machine learning ALT 2021 Surface Form Competition: Why the Highest Probability Answer Isn’t Always Right EMNLP 2021 Understanding Partial Multi-Label Learning via Mutual Information NeurIPS 2021 Unsupervised Hashing with Contrastive Information Bottleneck IJCAI 2021 Unsupervised Representation Learning via Neural Activation Coding ICML 2021 Variational Empowerment as Representation Learning for Goal-Conditioned Reinforcement Learning ICML 2021 VQMIVC: Vector Quantization and Mutual Information-Based Unsupervised Speech Representation Disentanglement for One-Shot Voice Conversion Interspeech 2021 Wasserstein Contrastive Representation Distillation CVPR 2021 Which Mutual-Information Representation Learning Objectives are Sufficient for Control? NeurIPS 2021 Active Ordinal Querying for Tuplewise Similarity Learning AAAI 2020 Addressing Posterior Collapse with Mutual Information for Improved Variational Neural Machine Translation ACL 2020 Adversarial Disentanglement with Grouped Observations AAAI 2020 Adversarial Mutual Information for Text Generation ICML 2020 Adversarial Mutual Information Learning for Network Embedding IJCAI 2020 Adversarial Separation and Adaptation Network for Far-Field Speaker Verification Interspeech 2020 All-or-nothing statistical and computational phase transitions in sparse spiked matrix estimation NeurIPS 2020 An Unsupervised Information-Theoretic Perceptual Quality Metric NeurIPS 2020