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

Repurposing GANs for One-Shot Semantic Part Segmentation CVPR 2021
Multiresolution Knowledge Distillation for Anomaly Detection CVPR 2021
Unsupervised Representation Learning for Speech Activity Detection in the Fearless Steps Challenge 2021 INTERSPEECH 2021
Using Radio Archives for Low-Resource Speech Recognition: Towards an Intelligent Virtual Assistant for Illiterate Users AAAI 2021
Dense Unsupervised Learning for Video Segmentation NIPS 2021
Unsupervised Representation Learning via Neural Activation Coding ICML 2021
Heterogeneous Graph Information Bottleneck IJCAI 2021
Temporal Knowledge Consistency for Unsupervised Visual Representation Learning ICCV 2021
RSPNet: Relative Speed Perception for Unsupervised Video Representation Learning AAAI 2021
SeCo: Exploring Sequence Supervision for Unsupervised Representation Learning AAAI 2021
HiABP: Hierarchical Initialized ABP for Unsupervised Representation Learning AAAI 2021
Jigsaw Clustering for Unsupervised Visual Representation Learning CVPR 2021
SelfAugment: Automatic Augmentation Policies for Self-Supervised Learning CVPR 2021
DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations ACL 2021
Graph Contrastive Learning with Augmentations NIPS 2020
Representation Learning for Discovering Phonemic Tone Contours ACL 2020
Evolving Losses for Unsupervised Video Representation Learning CVPR 2020
Plan2Vec: Unsupervised Representation Learning by Latent Plans L4DC 2020
Momentum Contrast for Unsupervised Visual Representation Learning CVPR 2020
Exploring the Use of an Unsupervised Autoregressive Model as a Shared Encoder for Text-Dependent Speaker Verification INTERSPEECH 2020
Online Deep Clustering for Unsupervised Representation Learning CVPR 2020
Do sequence-to-sequence VAEs learn global features of sentences? EMNLP 2020
Synbols: Probing Learning Algorithms with Synthetic Datasets NIPS 2020
Unsupervised Representation Learning for Gaze Estimation CVPR 2020
Unsupervised Representation Learning by Predicting Random Distances IJCAI 2020