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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

Building Deep Equivariant Capsule Networks ICLR 2020
A New Representation Learning Method for Individual Treatment Effect Estimation: Split Covariate Representation Network ACML 2020
Context-Dependent Domain Adversarial Neural Network for Multimodal Emotion Recognition INTERSPEECH 2020
How to Probe Sentence Embeddings in Low-Resource Languages: On Structural Design Choices for Probing Task Evaluation CONLL 2020
Intent Preference Decoupling for User Representation on Online Recommender System IJCAI 2020
Extending Unsupervised Neural Image Compression With Supervised Multitask Learning MIDL 2020
Latent Bernoulli Autoencoder ICML 2020
Dual Super-Resolution Learning for Semantic Segmentation CVPR 2020
Deep Metric Learning via Adaptive Learnable Assessment CVPR 2020
Vector-Quantized Autoregressive Predictive Coding INTERSPEECH 2020
Spatiotemporal Fusion in 3D CNNs: A Probabilistic View CVPR 2020
Self-Trained Deep Ordinal Regression for End-to-End Video Anomaly Detection CVPR 2020
BBN: Bilateral-Branch Network With Cumulative Learning for Long-Tailed Visual Recognition CVPR 2020
CSI: Novelty Detection via Contrastive Learning on Distributionally Shifted Instances NIPS 2020
DeFeat-Net: General Monocular Depth via Simultaneous Unsupervised Representation Learning CVPR 2020
Webly Supervised Knowledge Embedding Model for Visual Reasoning CVPR 2020
What Does an End-to-End Dialect Identification Model Learn About Non-Dialectal Information? INTERSPEECH 2020
Complete Dictionary Learning via $\ell_p$-norm Maximization UAI 2020
Look-Into-Object: Self-Supervised Structure Modeling for Object Recognition CVPR 2020
Learning Video Object Segmentation From Unlabeled Videos CVPR 2020
Self-Supervised MultiModal Versatile Networks NIPS 2020
Neural Contextual Bandits with UCB-based Exploration ICML 2020
Learning Fast and Robust Target Models for Video Object Segmentation CVPR 2020
The HSIC Bottleneck: Deep Learning without Back-Propagation AAAI 2020
Disentangled Representations for Sequence Data using Information Bottleneck Principle ACML 2020