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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

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
Self-Supervised Learning by Cross-Modal Audio-Video Clustering NIPS 2020
Unsupervised Semantic Aggregation and Deformable Template Matching for Semi-Supervised Learning NIPS 2020
Predictive Information Accelerates Learning in RL NIPS 2020
wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations NIPS 2020
Label-Aware Neural Tangent Kernel: Toward Better Generalization and Local Elasticity NIPS 2020
Contrastive Learning with Adversarial Examples NIPS 2020
CoMIR: Contrastive Multimodal Image Representation for Registration NIPS 2020