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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

Geometric Scattering for Graph Data Analysis ICML 2019
Supervised Set-to-Set Hashing in Visual Recognition IJCAI 2019
Estimating Information Flow in Deep Neural Networks ICML 2019
LGM-Net: Learning to Generate Matching Networks for Few-Shot Learning ICML 2019
Stochastic Attraction-Repulsion Embedding for Large Scale Image Localization ICCV 2019
Unsupervised Robust Disentangling of Latent Characteristics for Image Synthesis ICCV 2019
Learning to Denoise Distantly-Labeled Data for Entity Typing NAACL 2019
Self-Supervised Representation Learning From Multi-Domain Data ICCV 2019
Two-stage Federated Phenotyping and Patient Representation Learning ACL 2019
Adversarial Decomposition of Text Representation NAACL 2019
Vector of Locally Aggregated Embeddings for Text Representation NAACL 2019
Manifold Mixup: Better Representations by Interpolating Hidden States ICML 2019
Inferring Substitutable Products with Deep Network Embedding IJCAI 2019
Enhancing 2D Representation via Adjacent Views for 3D Shape Retrieval ICCV 2019
The Bottom-up Evolution of Representations in the Transformer: A Study with Machine Translation and Language Modeling Objectives IJCNLP 2019
Rethinking Attribute Representation and Injection for Sentiment Classification IJCNLP 2019
UER: An Open-Source Toolkit for Pre-training Models IJCNLP 2019
Learning Controllable Fair Representations AISTATS 2019
Representation Learning on Graphs: A Reinforcement Learning Application AISTATS 2019
Learning Invariant Representations with Kernel Warping AISTATS 2019
Auto-Encoding Total Correlation Explanation AISTATS 2019
Uncertainty Autoencoders: Learning Compressed Representations via Variational Information Maximization AISTATS 2019
Comprehensive Multi-Dataset Evaluation of Reading Comprehension EMNLP 2019
On Efficient Retrieval of Top Similarity Vectors EMNLP 2019
Event Representation Learning Enhanced with External Commonsense Knowledge EMNLP 2019