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representation learning

6206 papers

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Also known as

RL

Co-occurring keywords

contrastive learning (4032) self-supervised learning (3777) transfer learning (5449) neural network (6616) unsupervised learning (3264) graph neural network (3962) multimodal learning (4645) domain adaptation (4595) feature learning (1311) language model (4599)

Papers

Learning Counterfactual Representations for Estimating Individual Dose-Response Curves AAAI 2020
Hierarchically Robust Representation Learning CVPR 2020
Making Monolingual Sentence Embeddings Multilingual using Knowledge Distillation EMNLP 2020
Multiview-Consistent Semi-Supervised Learning for 3D Human Pose Estimation CVPR 2020
Analogies minus analogy test: measuring regularities in word embeddings EMNLP 2020
Crossmodal Sound Retrieval Based on Specific Target Co-Occurrence Denoted with Weak Labels INTERSPEECH 2020
Two-sample Testing Using Deep Learning AISTATS 2020
Robust Graph Representation Learning via Neural Sparsification ICML 2020
Asking without Telling: Exploring Latent Ontologies in Contextual Representations EMNLP 2020
Quantitative stability of optimal transport maps and linearization of the 2-Wasserstein space AISTATS 2020
Differentially Private Representation for NLP: Formal Guarantee and An Empirical Study on Privacy and Fairness EMNLP 2020
Learning Contextual Language Embeddings for Monaural Multi-Talker Speech Recognition INTERSPEECH 2020
When Does Self-Supervision Help Graph Convolutional Networks? ICML 2020
Towards Learning Affine-Invariant Representations via Data-Efficient CNNs WACV 2020
GroupFace: Learning Latent Groups and Constructing Group-Based Representations for Face Recognition CVPR 2020
Informative Dropout for Robust Representation Learning: A Shape-bias Perspective ICML 2020
PREDICT & CLUSTER: Unsupervised Skeleton Based Action Recognition CVPR 2020
Deep Semantic Clustering by Partition Confidence Maximisation CVPR 2020
FM2u-Net: Face Morphological Multi-Branch Network for Makeup-Invariant Face Verification CVPR 2020
Attack to Explain Deep Representation CVPR 2020
BlaBla: Linguistic Feature Extraction for Clinical Analysis in Multiple Languages INTERSPEECH 2020
Unsupervised Subword Modeling Using Autoregressive Pretraining and Cross-Lingual Phone-Aware Modeling INTERSPEECH 2020
Steering Self-Supervised Feature Learning Beyond Local Pixel Statistics CVPR 2020
Multi-Agent Actor-Critic with Hierarchical Graph Attention Network AAAI 2020
Invariant Representations through Adversarial Forgetting AAAI 2020