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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

Linguistic Profiling of a Neural Language Model COLING 2020
Vec2Sent: Probing Sentence Embeddings with Natural Language Generation COLING 2020
Emergent Communication Pretraining for Few-Shot Machine Translation COLING 2020
Knowledge Base Embedding By Cooperative Knowledge Distillation COLING 2020
Modeling Evolution of Message Interaction for Rumor Resolution COLING 2020
Classifier Probes May Just Learn from Linear Context Features COLING 2020
Sentence Analogies: Linguistic Regularities in Sentence Embeddings COLING 2020
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