Representation Learning

Implicit Regularization via Neural Feature Alignment AISTATS 2021 Implicit Representations of Meaning in Neural Language Models ACL 2021 Implicit Sentiment Analysis with Event-centered Text Representation EMNLP 2021 Implicit SVD for Graph Representation Learning NeurIPS 2021 Impression learning: Online representation learning with synaptic plasticity NeurIPS 2021 Improved Autoregressive Modeling with Distribution Smoothing ICLR 2021 Improved Mutual Information Estimation AAAI 2021 Improved Speech Separation with Time-and-Frequency Cross-Domain Feature Selection Interspeech 2021 Improving Breadth-Wise Backpropagation in Graph Neural Networks Helps Learning Long-Range Dependencies. ICML 2021 Improving Compositionality of Neural Networks by Decoding Representations to Inputs NeurIPS 2021 Improving Encoder by Auxiliary Supervision Tasks for Table-to-Text Generation ACL 2021 Improving Generative Moment Matching Networks with Distribution Partition AAAI 2021 Improving Gradient Flow with Unrolled Highway Expectation Maximization AAAI 2021 Improving Graph-based Sentence Ordering with Iteratively Predicted Pairwise Orderings EMNLP 2021 Improving Multimodal fusion via Mutual Dependency Maximisation EMNLP 2021 Improving Multimodal Fusion with Hierarchical Mutual Information Maximization for Multimodal Sentiment Analysis EMNLP 2021 Improving Panoptic Segmentation at All Scales CVPR 2021 Improving Predictors via Combination Across Diverse Task Categories ICML 2021 Improving Relational Regularized Autoencoders with Spherical Sliced Fused Gromov Wasserstein ICLR 2021 Improving Sample Efficiency in Model-Free Reinforcement Learning from Images AAAI 2021 Improving Synonym Recommendation Using Sentence Context EMNLP 2021 Improving the Expressiveness of Neural Vocoding with Non-Affine Normalizing Flows Interspeech 2021 Improving Transferability of Representations via Augmentation-Aware Self-Supervision NeurIPS 2021 Improving Tree-Structured Decoder Training for Code Generation via Mutual Learning AAAI 2021 Improving Ultrametrics Embeddings Through Coresets ICML 2021