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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 Retrospective Knowledge with Reverse Reinforcement Learning NIPS 2020
FLAMBE: Structural Complexity and Representation Learning of Low Rank MDPs NIPS 2020
Rotation-Invariant Local-to-Global Representation Learning for 3D Point Cloud NIPS 2020
LoCo: Local Contrastive Representation Learning NIPS 2020
Object-Centric Learning with Slot Attention NIPS 2020
Contrastive learning of global and local features for medical image segmentation with limited annotations NIPS 2020
Timeseries Anomaly Detection using Temporal Hierarchical One-Class Network NIPS 2020
Continuous Surface Embeddings NIPS 2020
Learning Invariances in Neural Networks from Training Data NIPS 2020
3D Self-Supervised Methods for Medical Imaging NIPS 2020
Ultrahyperbolic Representation Learning NIPS 2020
What Makes for Good Views for Contrastive Learning? NIPS 2020
Characterizing emergent representations in a space of candidate learning rules for deep networks NIPS 2020
Meta-Neighborhoods NIPS 2020
Logarithmic Pruning is All You Need NIPS 2020
Self-Supervised Relationship Probing NIPS 2020
Neural Methods for Point-wise Dependency Estimation NIPS 2020
Synbols: Probing Learning Algorithms with Synthetic Datasets NIPS 2020
Unsupervised Learning of Dense Visual Representations NIPS 2020
Language Through a Prism: A Spectral Approach for Multiscale Language Representations NIPS 2020
Regularized linear autoencoders recover the principal components, eventually NIPS 2020
Graph Geometry Interaction Learning NIPS 2020
Multi-label Contrastive Predictive Coding NIPS 2020
Learning Invariants through Soft Unification NIPS 2020
Curriculum Learning by Dynamic Instance Hardness NIPS 2020