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Representation Learning

2843 directly classified papers

Papers per year

Papers

End-to-end style-conditioned poetry generation: What does it take to learn from examples alone? EMNLP 2021
Mr. TyDi: A Multi-lingual Benchmark for Dense Retrieval EMNLP 2021
A Collective Learning Framework to Boost GNN Expressiveness for Node Classification ICML 2021
Sawtooth Factorial Topic Embeddings Guided Gamma Belief Network ICML 2021
Variational Empowerment as Representation Learning for Goal-Conditioned Reinforcement Learning ICML 2021
Variational Auto-Encoder Based Variability Encoding for Dysarthric Speech Recognition INTERSPEECH 2021
Amendable Generation for Dialogue State Tracking EMNLP 2021
Learning Strategies in Decentralized Matching Markets under Uncertain Preferences JMLR 2021
As You Like It: Localization via Paired Comparisons JMLR 2021
When Does Gradient Descent with Logistic Loss Find Interpolating Two-Layer Networks? JMLR 2021
Multi-view Learning as a Nonparametric Nonlinear Inter-Battery Factor Analysis JMLR 2021
STYLER: Style Factor Modeling with Rapidity and Robustness via Speech Decomposition for Expressive and Controllable Neural Text to Speech INTERSPEECH 2021
Dialogue Response Generation via Contrastive Latent Representation Learning EMNLP 2021
Think Before You Speak: Learning to Generate Implicit Knowledge for Response Generation by Self-Talk EMNLP 2021
Improving Synonym Recommendation Using Sentence Context EMNLP 2021
Unsupervised Contextualized Document Representation EMNLP 2021
Lingua Custodia’s Participation at the WMT 2021 Machine Translation Using Terminologies Shared Task EMNLP 2021
SelfAugment: Automatic Augmentation Policies for Self-Supervised Learning CVPR 2021
Interpreting Text Classifiers by Learning Context-sensitive Influence of Words NAACL 2021
Interpretability Rules: Jointly Bootstrapping a Neural Relation Extractorwith an Explanation Decoder NAACL 2021
AutoDO: Robust AutoAugment for Biased Data With Label Noise via Scalable Probabilistic Implicit Differentiation CVPR 2021
VoxelContext-Net: An Octree Based Framework for Point Cloud Compression CVPR 2021
AGQA: A Benchmark for Compositional Spatio-Temporal Reasoning CVPR 2021
Interpreting Super-Resolution Networks With Local Attribution Maps CVPR 2021
Characterizing Structural Regularities of Labeled Data in Overparameterized Models ICML 2021