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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

Morpho-MNIST: Quantitative Assessment and Diagnostics for Representation Learning JMLR 2019
Topics to Avoid: Demoting Latent Confounds in Text Classification EMNLP 2019
InteractionNN: A Neural Network for Learning Hidden Features in Sparse Prediction IJCAI 2019
Multi-View Multiple Clustering IJCAI 2019
Co-Representation Network for Generalized Zero-Shot Learning ICML 2019
On the Estimation of Treatment Effect with Text Covariates IJCAI 2019
Graph Contextualized Self-Attention Network for Session-based Recommendation IJCAI 2019
Multi-view Spectral Clustering Network IJCAI 2019
Recursive Sketches for Modular Deep Learning ICML 2019
Connectivity-Optimized Representation Learning via Persistent Homology ICML 2019
Loss Landscapes of Regularized Linear Autoencoders ICML 2019
Functional Transparency for Structured Data: a Game-Theoretic Approach ICML 2019
Lorentzian Distance Learning for Hyperbolic Representations ICML 2019
Co-manifold learning with missing data ICML 2019
On Variational Bounds of Mutual Information ICML 2019
Unsupervised Raw Waveform Representation Learning for ASR INTERSPEECH 2019
Which Ones Are Speaking? Speaker-Inferred Model for Multi-Talker Speech Separation INTERSPEECH 2019
Overcoming Blind Spots in the Real World: Leveraging Complementary Abilities for Joint Execution AAAI 2019
Enriching Rare Word Representations in Neural Language Models by Embedding Matrix Augmentation INTERSPEECH 2019
Intel Far-Field Speaker Recognition System for VOiCES Challenge 2019 INTERSPEECH 2019
Hypergraph Neural Networks AAAI 2019
Tile2Vec: Unsupervised Representation Learning for Spatially Distributed Data AAAI 2019
Robust Anomaly Detection in Videos Using Multilevel Representations AAAI 2019
Semi-supervised User Profiling with Heterogeneous Graph Attention Networks IJCAI 2019
Visual Place Recognition via Robust ℓ2-Norm Distance Based Holism and Landmark Integration AAAI 2019