Application Areas

Regularity as Regularization: Smooth and Strongly Convex Brenier Potentials in Optimal Transport AISTATS 2020 Regularization via Structural Label Smoothing AISTATS 2020 Regularized Fine-Grained Meta Face Anti-Spoofing AAAI 2020 Regularized Training and Tight Certification for Randomized Smoothed Classifier with Provable Robustness AAAI 2020 Regularized Wasserstein Means for Aligning Distributional Data AAAI 2020 Regularizing Class-Wise Predictions via Self-Knowledge Distillation CVPR 2020 Regularizing Neural Networks via Minimizing Hyperspherical Energy CVPR 2020 Reinforced Genetic Algorithm Learning for Optimizing Computation Graphs ICLR 2020 Reinforcement-Learning Based Portfolio Management with Augmented Asset Movement Prediction States AAAI 2020 Reinforcement Learning with Augmented Data NeurIPS 2020 Reinforcement Learning with Imbalanced Dataset for Data-to-Text Medical Report Generation EMNLP 2020 Rel3D: A Minimally Contrastive Benchmark for Grounding Spatial Relations in 3D NeurIPS 2020 RelatIF: Identifying Explanatory Training Samples via Relative Influence AISTATS 2020 Relational Teacher Student Learning with Neural Label Embedding for Device Adaptation in Acoustic Scene Classification Interspeech 2020 Relative and Incomplete Time Expression Anchoring for Clinical Text EMNLP 2020 Reliable Weighted Optimal Transport for Unsupervised Domain Adaptation CVPR 2020 ReMixMatch: Semi-Supervised Learning with Distribution Matching and Augmentation Anchoring ICLR 2020 Removing Bias in Multi-modal Classifiers: Regularization by Maximizing Functional Entropies NeurIPS 2020 Rényi Fair Inference ICLR 2020 Representation Learning with Multiple Lipschitz-Constrained Alignments on Partially-Labeled Cross-Domain Data AAAI 2020 Representations of Syntax [MASK] Useful: Effects of Constituency and Dependency Structure in Recursive LSTMs ACL 2020 Residual Distillation: Towards Portable Deep Neural Networks without Shortcuts NeurIPS 2020 Residual Sum-Product Networks PGM 2020 Resisting Large Data Variations via Introspective Transformation Network WACV 2020 Resolution Adaptive Networks for Efficient Inference CVPR 2020