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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

Neural Networks Trained to Solve Differential Equations Learn General Representations NIPS 2018
Feature Super-Resolution: Make Machine See More Clearly CVPR 2018
Unsupervised Adversarial Invariance NIPS 2018
Learning Plannable Representations with Causal InfoGAN NIPS 2018
Learning Deep Disentangled Embeddings With the F-Statistic Loss NIPS 2018
Visual Reinforcement Learning with Imagined Goals NIPS 2018
Neural Architecture Optimization NIPS 2018
Unsupervised Video Object Segmentation for Deep Reinforcement Learning NIPS 2018
Representation Learning Approaches to Detect False Arrhythmia Alarms from ECG Dynamics MLHC 2018
Improvements to Context Based Self-Supervised Learning CVPR 2018
PointGrid: A Deep Network for 3D Shape Understanding CVPR 2018
Net2Vec: Quantifying and Explaining How Concepts Are Encoded by Filters in Deep Neural Networks CVPR 2018
Separating Style and Content for Generalized Style Transfer CVPR 2018
Regularizing RNNs for Caption Generation by Reconstructing the Past With the Present CVPR 2018
Mining on Manifolds: Metric Learning Without Labels CVPR 2018
Fully Convolutional Adaptation Networks for Semantic Segmentation CVPR 2018
Self-Supervised Learning of Geometrically Stable Features Through Probabilistic Introspection CVPR 2018
Disentangling Factors of Variation by Mixing Them CVPR 2018
Decoupled Networks CVPR 2018
LDMNet: Low Dimensional Manifold Regularized Neural Networks CVPR 2018
Geometry-Aware Learning of Maps for Camera Localization CVPR 2018
Clinical Skin Lesion Diagnosis Using Representations Inspired by Dermatologist Criteria CVPR 2018
EmotionX-AR: CNN-DCNN autoencoder based Emotion Classifier ACL 2018
Learning Cross-lingual Distributed Logical Representations for Semantic Parsing ACL 2018
A Case Study on Learning a Unified Encoder of Relations EMNLP 2018