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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

TESA: Tensor Element Self-Attention via Matricization CVPR 2020
Deep Degradation Prior for Low-Quality Image Classification CVPR 2020
Don't Judge an Object by Its Context: Learning to Overcome Contextual Bias CVPR 2020
Attention Convolutional Binary Neural Tree for Fine-Grained Visual Categorization CVPR 2020
Learning Invariant Representation for Unsupervised Image Restoration CVPR 2020
Hierarchical Conditional Relation Networks for Video Question Answering CVPR 2020
Solving Mixed-Modal Jigsaw Puzzle for Fine-Grained Sketch-Based Image Retrieval CVPR 2020
Cross-Modal Cross-Domain Moment Alignment Network for Person Search CVPR 2020
Learning Visual Emotion Representations From Web Data CVPR 2020
Partially View-aligned Clustering NIPS 2020
Self-Supervised Relational Reasoning for Representation Learning NIPS 2020
Adversarial Learning for Robust Deep Clustering NIPS 2020
Learning Diverse and Discriminative Representations via the Principle of Maximal Coding Rate Reduction NIPS 2020
From Trees to Continuous Embeddings and Back: Hyperbolic Hierarchical Clustering NIPS 2020
The Autoencoding Variational Autoencoder NIPS 2020
Inverse Learning of Symmetries NIPS 2020
Space-Time Correspondence as a Contrastive Random Walk NIPS 2020
Unsupervised Representation Learning by Invariance Propagation NIPS 2020
Distance Encoding: Design Provably More Powerful Neural Networks for Graph Representation Learning NIPS 2020
Telescoping Density-Ratio Estimation NIPS 2020
Latent World Models For Intrinsically Motivated Exploration NIPS 2020
Graph Contrastive Learning with Augmentations NIPS 2020
Hierarchical nucleation in deep neural networks NIPS 2020
Learning Certified Individually Fair Representations NIPS 2020
On the Theory of Transfer Learning: The Importance of Task Diversity NIPS 2020