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

InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets NIPS 2016

Deep Neural Networks with Inexact Matching for Person Re-Identification NIPS 2016

DeepMath - Deep Sequence Models for Premise Selection NIPS 2016

Learning Deep Parsimonious Representations NIPS 2016

Learning Transferrable Representations for Unsupervised Domain Adaptation NIPS 2016

Unsupervised Feature Extraction by Time-Contrastive Learning and Nonlinear ICA NIPS 2016

Residual Networks Behave Like Ensembles of Relatively Shallow Networks NIPS 2016

Disentangling factors of variation in deep representation using adversarial training NIPS 2016

Lifelong Learning with Weighted Majority Votes NIPS 2016

Multi-task Prediction of Disease Onsets from Longitudinal Laboratory Tests MLHC 2016

Learning Robust Features using Deep Learning for Automatic Seizure Detection MLHC 2016

Stochastic Optimization for Multiview Representation Learning using Partial Least Squares ICML 2016

Improved Word Embeddings with Implicit Structure Information COLING 2016

Word Embeddings, Analogies, and Machine Learning: Beyond king - man + woman = queen COLING 2016

Walk and Learn: Facial Attribute Representation Learning From Egocentric Video and Contextual Data CVPR 2016

Syntactic realization with data-driven neural tree grammars COLING 2016

Augmenting Supervised Neural Networks with Unsupervised Objectives for Large-scale Image Classification ICML 2016

Comparative Deep Learning of Hybrid Representations for Image Recommendations CVPR 2016

English-Chinese Knowledge Base Translation with Neural Network COLING 2016

Pair-Wise Distance Metric Learning of Neural Network Model for Spoken Language Identification INTERSPEECH 2016

Complex Linear Projection (CLP): A Discriminative Approach to Joint Feature Extraction and Acoustic Modeling INTERSPEECH 2016

Discriminative Embeddings of Latent Variable Models for Structured Data ICML 2016

InterActive: Inter-Layer Activeness Propagation CVPR 2016

Learning Aligned Cross-Modal Representations From Weakly Aligned Data CVPR 2016

Anticipating Visual Representations From Unlabeled Video CVPR 2016