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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

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
“Average” Approximates “First Principal Component”? An Empirical Analysis on Representations from Neural Language Models EMNLP 2021
How Does Fine-tuning Affect the Geometry of Embedding Space: A Case Study on Isotropy EMNLP 2021
Predicting Traffic Congestion Evolution: A Deep Meta Learning Approach IJCAI 2021
Neural News Recommendation with Collaborative News Encoding and Structural User Encoding EMNLP 2021
APGN: Adversarial and Parameter Generation Networks for Multi-Source Cross-Domain Dependency Parsing EMNLP 2021
Geo-BERT Pre-training Model for Query Rewriting in POI Search EMNLP 2021
Data-Efficient Language Shaped Few-shot Image Classification EMNLP 2021