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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

Tensor Programs IV: Feature Learning in Infinite-Width Neural Networks ICML 2021
Not All Models Localize Linguistic Knowledge in the Same Place: A Layer-wise Probing on BERToids’ Representations EMNLP 2021
Fine-Tuned Transformers Show Clusters of Similar Representations Across Layers EMNLP 2021
MirrorWiC: On Eliciting Word-in-Context Representations from Pretrained Language Models EMNLP 2021
Mr. TyDi: A Multi-lingual Benchmark for Dense Retrieval EMNLP 2021
Keyphrase Extraction with Incomplete Annotated Training Data EMNLP 2021
Variational Empowerment as Representation Learning for Goal-Conditioned Reinforcement Learning ICML 2021
Actionable Models: Unsupervised Offline Reinforcement Learning of Robotic Skills ICML 2021
Discovering Representation Sprachbund For Multilingual Pre-Training EMNLP 2021
Self-Supervised Neural Topic Modeling EMNLP 2021
Imposing Relation Structure in Language-Model Embeddings Using Contrastive Learning EMNLP 2021
Self-supervised Network Evolution for Few-shot Classification IJCAI 2021
On Feature Decorrelation in Self-Supervised Learning ICCV 2021
Distilling Virtual Examples for Long-Tailed Recognition ICCV 2021
Learning Canonical View Representation for 3D Shape Recognition With Arbitrary Views ICCV 2021
Self-Born Wiring for Neural Trees ICCV 2021
Learning Hierarchical Graph Neural Networks for Image Clustering ICCV 2021
Learning Rare Category Classifiers on a Tight Labeling Budget ICCV 2021
Collaborative and Adversarial Learning of Focused and Dispersive Representations for Semi-Supervised Polyp Segmentation ICCV 2021
Co2L: Contrastive Continual Learning ICCV 2021
Self-Supervised Representation Learning From Flow Equivariance ICCV 2021
Homogeneous Architecture Augmentation for Neural Predictor ICCV 2021
Semi-Supervised Learning of Visual Features by Non-Parametrically Predicting View Assignments With Support Samples ICCV 2021
Knowledge Consolidation based Class Incremental Online Learning with Limited Data IJCAI 2021
Contrastive Out-of-Distribution Detection for Pretrained Transformers EMNLP 2021