conftrace_

unsupervised representation learning

70 papers

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representation learning (6206) unsupervised learning (3264) contrastive learning (4032) self-supervised learning (3777) transfer learning (5449) feature learning (1311) graph neural network (3962) generative adversarial network (1944) video representation (150) negative sampling (196)

Papers

Evaluating Unsupervised Representation Learning for Detecting Stances of Fake News COLING 2020
Multi-label Contrastive Predictive Coding NIPS 2020
Self-Expressing Autoencoders for Unsupervised Spoken Term Discovery INTERSPEECH 2020
View Inter-Prediction GAN: Unsupervised Representation Learning for 3D Shapes by Learning Global Shape Memories to Support Local View Predictions AAAI 2019
Nonlinear ICA Using Auxiliary Variables and Generalized Contrastive Learning AISTATS 2019
Iterative Reorganization With Weak Spatial Constraints: Solving Arbitrary Jigsaw Puzzles for Unsupervised Representation Learning CVPR 2019
AET vs. AED: Unsupervised Representation Learning by Auto-Encoding Transformations Rather Than Data CVPR 2019
Large Scale Adversarial Representation Learning NIPS 2019
Capturing Single-Cell Phenotypic Variation via Unsupervised Representation Learning MIDL 2019
Adversarial Unsupervised Representation Learning for Activity Time-Series AAAI 2019
Tile2Vec: Unsupervised Representation Learning for Spatially Distributed Data AAAI 2019
A Theoretical Analysis of Contrastive Unsupervised Representation Learning ICML 2019
Unsupervised Representation Learning with Future Observation Prediction for Speech Emotion Recognition INTERSPEECH 2019
Adversarial Fisher Vectors for Unsupervised Representation Learning NIPS 2019
The INTERSPEECH 2018 Computational Paralinguistics Challenge: Atypical & Self-Assessed Affect, Crying & Heart Beats INTERSPEECH 2018
Visual Reinforcement Learning with Imagined Goals NIPS 2018
Sampling Strategies in Siamese Networks for Unsupervised Speech Representation Learning INTERSPEECH 2018
Split-Brain Autoencoders: Unsupervised Learning by Cross-Channel Prediction CVPR 2017
Trace Quotient Meets Sparsity: A Method for Learning Low Dimensional Image Representations CVPR 2016
Learning invariant representations and applications to face verification NIPS 2013