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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 efficient task-dependent representations with synaptic plasticity NIPS 2020
Implicit Bias in Deep Linear Classification: Initialization Scale vs Training Accuracy NIPS 2020
Towards Better Context-aware Lexical Semantics:Adjusting Contextualized Representations through Static Anchors EMNLP 2020
Unsupervised Distillation of Syntactic Information from Contextualized Word Representations EMNLP 2020
SAM: Squeeze-and-Mimic Networks for Conditional Visual Driving Policy Learning CORL 2020
Towards Maximizing the Representation Gap between In-Domain & Out-of-Distribution Examples NIPS 2020
Self-Supervised Learning of Pretext-Invariant Representations CVPR 2020
Entrainment2Vec: Embedding Entrainment for Multi-Party Dialogues AAAI 2020
ClusterFit: Improving Generalization of Visual Representations CVPR 2020
An information theoretic view on selecting linguistic probes EMNLP 2020
Adversarial Training for Code Retrieval with Question-Description Relevance Regularization EMNLP 2020
Learning Code Changes by Exploiting Bidirectional Converting Deviation ACML 2020
MLSL: Multi-Level Self-Supervised Learning for Domain Adaptation with Spatially Independent and Semantically Consistent Labeling WACV 2020
GraLSP: Graph Neural Networks with Local Structural Patterns AAAI 2020
Cascaded Deep Monocular 3D Human Pose Estimation With Evolutionary Training Data CVPR 2020
Towards Universal Representation Learning for Deep Face Recognition CVPR 2020
Unsupervised Representation Learning for Gaze Estimation CVPR 2020
Exploiting Structured Knowledge in Text via Graph-Guided Representation Learning EMNLP 2020
Is Wikipedia succeeding in reducing gender bias? Assessing changes in gender bias in Wikipedia using word embeddings EMNLP 2020
Mutual Information Estimation using LSH Sampling IJCAI 2020
Toward a neuro-inspired creative decoder IJCAI 2020
Independent Skill Transfer for Deep Reinforcement Learning IJCAI 2020
Generalized Representation Learning Methods for Deep Reinforcement Learning IJCAI 2020
SceneEncoder: Scene-Aware Semantic Segmentation of Point Clouds with A Learnable Scene Descriptor IJCAI 2020
Hierarchically Clustered Representation Learning AAAI 2020