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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

Exemplar VAE: Linking Generative Models, Nearest Neighbor Retrieval, and Data Augmentation NIPS 2020
CompRess: Self-Supervised Learning by Compressing Representations NIPS 2020
Quantifying Learnability and Describability of Visual Concepts Emerging in Representation Learning NIPS 2020
Building powerful and equivariant graph neural networks with structural message-passing NIPS 2020
Parametric Instance Classification for Unsupervised Visual Feature learning NIPS 2020
Neural Execution Engines: Learning to Execute Subroutines NIPS 2020
Discovering Symbolic Models from Deep Learning with Inductive Biases NIPS 2020
Robust large-margin learning in hyperbolic space NIPS 2020
Learning Optimal Representations with the Decodable Information Bottleneck NIPS 2020
BayReL: Bayesian Relational Learning for Multi-omics Data Integration NIPS 2020
What Do Neural Networks Learn When Trained With Random Labels? NIPS 2020
Learning Disentangled Representations and Group Structure of Dynamical Environments NIPS 2020
Learning Parities with Neural Networks NIPS 2020
CircleGAN: Generative Adversarial Learning across Spherical Circles NIPS 2020
Bootstrap Your Own Latent - A New Approach to Self-Supervised Learning NIPS 2020
Towards Understanding Hierarchical Learning: Benefits of Neural Representations NIPS 2020
Stochastic Latent Actor-Critic: Deep Reinforcement Learning with a Latent Variable Model NIPS 2020
On Numerosity of Deep Neural Networks NIPS 2020
Demystifying Contrastive Self-Supervised Learning: Invariances, Augmentations and Dataset Biases NIPS 2020
Learning Representations from Audio-Visual Spatial Alignment NIPS 2020
Hierarchically Organized Latent Modules for Exploratory Search in Morphogenetic Systems NIPS 2020
Long-Tailed Classification by Keeping the Good and Removing the Bad Momentum Causal Effect NIPS 2020
Hard Negative Mixing for Contrastive Learning NIPS 2020
Variational Interaction Information Maximization for Cross-domain Disentanglement NIPS 2020
Large-Scale Adversarial Training for Vision-and-Language Representation Learning NIPS 2020