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representation learning

6174 papers

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Also known as

WAV2VEC2.0 RL NRMS NDFS

Co-occurring keywords

contrastive learning (3979) self-supervised learning (3751) transfer learning (5442) neural network (6616) unsupervised learning (3255) graph neural network (3945) multimodal learning (4622) domain adaptation (4578) feature learning (1309) language model (4573)

Papers

LEEP: A New Measure to Evaluate Transferability of Learned Representations ICML 2020
Learning Adversarially Robust Representations via Worst-Case Mutual Information Maximization ICML 2020
Differentiating through the Fréchet Mean ICML 2020
Automatic Shortcut Removal for Self-Supervised Representation Learning ICML 2020
Interferometric Graph Transform: a Deep Unsupervised Graph Representation ICML 2020
Universal Equivariant Multilayer Perceptrons ICML 2020
Random Matrix Theory Proves that Deep Learning Representations of GAN-data Behave as Gaussian Mixtures ICML 2020
An Explicitly Relational Neural Network Architecture ICML 2020
LIMIT-BERT : Linguistics Informed Multi-Task BERT EMNLP 2020
Entity Attribute Relation Extraction with Attribute-Aware Embeddings EMNLP 2020
Learning De-biased Representations with Biased Representations ICML 2020
On the Global Optimality of Model-Agnostic Meta-Learning ICML 2020
Representation learning of writing style EMNLP 2020
Representation Learning via Adversarially-Contrastive Optimal Transport ICML 2020
Latent Space Factorisation and Manipulation via Matrix Subspace Projection ICML 2020
Learning Representations that Support Extrapolation ICML 2020
Emergence of Separable Manifolds in Deep Language Representations ICML 2020
Learning Task-Agnostic Embedding of Multiple Black-Box Experts for Multi-Task Model Fusion ICML 2020
Probing Emergent Semantics in Predictive Agents via Question Answering ICML 2020
Bootstrap Latent-Predictive Representations for Multitask Reinforcement Learning ICML 2020
CURL: Contrastive Unsupervised Representations for Reinforcement Learning ICML 2020
Self-supervised Label Augmentation via Input Transformations ICML 2020
Adaptive Adversarial Multi-task Representation Learning ICML 2020
Biased Feature Learning for Occlusion Invariant Face Recognition IJCAI 2020
Topologically Densified Distributions ICML 2020