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representation learning

6206 papers

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Also known as

RL

Co-occurring keywords

contrastive learning (4032) self-supervised learning (3777) transfer learning (5449) neural network (6616) unsupervised learning (3264) graph neural network (3962) multimodal learning (4645) domain adaptation (4595) feature learning (1311) language model (4599)

Papers

Unsupervised Embedding Learning via Invariant and Spreading Instance Feature CVPR 2019
Gait Recognition via Disentangled Representation Learning CVPR 2019
Deep Spectral Clustering Using Dual Autoencoder Network CVPR 2019
Classification-Reconstruction Learning for Open-Set Recognition CVPR 2019
On the Intrinsic Dimensionality of Image Representations CVPR 2019
Relational Knowledge Distillation CVPR 2019
Feedback Network for Image Super-Resolution CVPR 2019
Self-Supervised Learning via Conditional Motion Propagation CVPR 2019
Attention-Aware Multi-Stroke Style Transfer CVPR 2019
Linkage Based Face Clustering via Graph Convolution Network CVPR 2019
Generalising Fine-Grained Sketch-Based Image Retrieval CVPR 2019
Deep Signature Transforms NIPS 2019
Learning elementary structures for 3D shape generation and matching NIPS 2019
Unsupervised Curricula for Visual Meta-Reinforcement Learning NIPS 2019
On Adversarial Mixup Resynthesis NIPS 2019
On the Fairness of Disentangled Representations NIPS 2019
Small ReLU networks are powerful memorizers: a tight analysis of memorization capacity NIPS 2019
Metamers of neural networks reveal divergence from human perceptual systems NIPS 2019
Unsupervised State Representation Learning in Atari NIPS 2019
Beyond Vector Spaces: Compact Data Representation as Differentiable Weighted Graphs NIPS 2019
Learning Imbalanced Datasets with Label-Distribution-Aware Margin Loss NIPS 2019
When does label smoothing help? NIPS 2019
Augmented Neural ODEs NIPS 2019
Practical and Consistent Estimation of f-Divergences NIPS 2019
Learning about an exponential amount of conditional distributions NIPS 2019