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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

Learning rich touch representations through cross-modal self-supervision CORL 2020
Mutual Information Based Knowledge Transfer Under State-Action Dimension Mismatch UAI 2020
Self-Supervised Pretraining with DICOM metadata in Ultrasound Imaging MLHC 2020
Unsupervised Scalable Representation Learning for Multivariate Time Series NIPS 2019
Learning Representations for Time Series Clustering NIPS 2019
Towards Discriminative Representation Learning for Speech Emotion Recognition IJCAI 2019
Mitigating Information Leakage in Image Representations: A Maximum Entropy Approach CVPR 2019
Hardness-Aware Deep Metric Learning CVPR 2019
DM2C: Deep Mixed-Modal Clustering NIPS 2019
Gradient Information for Representation and Modeling NIPS 2019
Online Convex Matrix Factorization with Representative Regions NIPS 2019
Learning Latent Plans from Play CORL 2019
Discovery of Useful Questions as Auxiliary Tasks NIPS 2019
Learning to Predict Without Looking Ahead: World Models Without Forward Prediction NIPS 2019
A coupled autoencoder approach for multi-modal analysis of cell types NIPS 2019
A Geometric Perspective on Optimal Representations for Reinforcement Learning NIPS 2019
Random Path Selection for Continual Learning NIPS 2019
Disentangled Representation Learning for 3D Face Shape CVPR 2019
Self-supervised GAN: Analysis and Improvement with Multi-class Minimax Game NIPS 2019
Intrinsic dimension of data representations in deep neural networks NIPS 2019
Input Similarity from the Neural Network Perspective NIPS 2019
Variational Graph Recurrent Neural Networks NIPS 2019
Graph Transformer Networks NIPS 2019
Continual Unsupervised Representation Learning NIPS 2019
Wasserstein Dependency Measure for Representation Learning NIPS 2019