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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

Object landmark discovery through unsupervised adaptation NIPS 2019
Self-Supervised Deep Learning on Point Clouds by Reconstructing Space NIPS 2019
Dynamically Route Hierarchical Structure Representation to Attentive Capsule for Text Classification IJCAI 2019
Neural Unsupervised Parsing Beyond English EMNLP 2019
Untangling in Invariant Speech Recognition NIPS 2019
Learning Representations by Maximizing Mutual Information Across Views NIPS 2019
A Refined Margin Distribution Analysis for Forest Representation Learning NIPS 2019
Survey Talk: End-to-End Deep Neural Network Based Speaker and Language Recognition INTERSPEECH 2019
Deep Supervised Summarization: Algorithm and Application to Learning Instructions NIPS 2019
Diversify and Match: A Domain Adaptive Representation Learning Paradigm for Object Detection CVPR 2019
Training Data Augmentation for Detecting Adverse Drug Reactions in User-Generated Content IJCNLP 2019
BioReddit: Word Embeddings for User-Generated Biomedical NLP EMNLP 2019
Multilingual, Multi-scale and Multi-layer Visualization of Intermediate Representations EMNLP 2019
Spelling-Aware Construction of Macaronic Texts for Teaching Foreign-Language Vocabulary EMNLP 2019
What Does This Word Mean? Explaining Contextualized Embeddings with Natural Language Definition EMNLP 2019
Learning Explicit and Implicit Structures for Targeted Sentiment Analysis EMNLP 2019
Neural Gaussian Copula for Variational Autoencoder EMNLP 2019
A Surprisingly Effective Fix for Deep Latent Variable Modeling of Text EMNLP 2019
Don’t Just Scratch the Surface: Enhancing Word Representations for Korean with Hanja EMNLP 2019
QAInfomax: Learning Robust Question Answering System by Mutual Information Maximization EMNLP 2019
Subtopic-driven Multi-Document Summarization EMNLP 2019
A Unified Neural Coherence Model EMNLP 2019
Image Captioning with Very Scarce Supervised Data: Adversarial Semi-Supervised Learning Approach EMNLP 2019
Hierarchical Modeling of Global Context for Document-Level Neural Machine Translation EMNLP 2019
Investigating Multilingual NMT Representations at Scale EMNLP 2019