unsupervised representation learning

Momentum Contrast for Unsupervised Visual Representation Learning CVPR 2020 Multi-label Contrastive Predictive Coding NeurIPS 2020 Online Deep Clustering for Unsupervised Representation Learning CVPR 2020 Plan2Vec: Unsupervised Representation Learning by Latent Plans L4DC 2020 Representation Learning for Discovering Phonemic Tone Contours ACL 2020 Self-Expressing Autoencoders for Unsupervised Spoken Term Discovery Interspeech 2020 Synbols: Probing Learning Algorithms with Synthetic Datasets NeurIPS 2020 Unsupervised Representation Learning by Predicting Random Distances IJCAI 2020 Unsupervised Representation Learning for Gaze Estimation CVPR 2020 Adversarial Fisher Vectors for Unsupervised Representation Learning NeurIPS 2019 Adversarial Unsupervised Representation Learning for Activity Time-Series AAAI 2019 AET vs. AED: Unsupervised Representation Learning by Auto-Encoding Transformations Rather Than Data CVPR 2019 A Theoretical Analysis of Contrastive Unsupervised Representation Learning ICML 2019 Capturing Single-Cell Phenotypic Variation via Unsupervised Representation Learning MIDL 2019 Iterative Reorganization With Weak Spatial Constraints: Solving Arbitrary Jigsaw Puzzles for Unsupervised Representation Learning CVPR 2019 Large Scale Adversarial Representation Learning NeurIPS 2019 Meta-Learning Update Rules for Unsupervised Representation Learning ICLR 2019 Nonlinear ICA Using Auxiliary Variables and Generalized Contrastive Learning AISTATS 2019 Spectral Inference Networks: Unifying Deep and Spectral Learning ICLR 2019 Tile2Vec: Unsupervised Representation Learning for Spatially Distributed Data AAAI 2019 Unsupervised Representation Learning with Future Observation Prediction for Speech Emotion Recognition Interspeech 2019 View Inter-Prediction GAN: Unsupervised Representation Learning for 3D Shapes by Learning Global Shape Memories to Support Local View Predictions AAAI 2019 Sampling Strategies in Siamese Networks for Unsupervised Speech Representation Learning Interspeech 2018 The INTERSPEECH 2018 Computational Paralinguistics Challenge: Atypical & Self-Assessed Affect, Crying & Heart Beats Interspeech 2018 Visual Reinforcement Learning with Imagined Goals NeurIPS 2018