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Self-Supervised Learning

3,224 papers

Papers per year

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Papers

SpecRec: An Alternative Solution for Improving End-to-End Speech-to-Text Translation via Spectrogram Reconstruction INTERSPEECH 2021
Large-Scale Self- and Semi-Supervised Learning for Speech Translation INTERSPEECH 2021
Learning Fine-Grained Cross Modality Excitement for Speech Emotion Recognition INTERSPEECH 2021
Look Who’s Talking: Active Speaker Detection in the Wild INTERSPEECH 2021
An Improved Wav2Vec 2.0 Pre-Training Approach Using Enhanced Local Dependency Modeling for Speech Recognition INTERSPEECH 2021
A Study on Fine-Tuning wav2vec2.0 Model for the Task of Mispronunciation Detection and Diagnosis INTERSPEECH 2021
STYLER: Style Factor Modeling with Rapidity and Robustness via Speech Decomposition for Expressive and Controllable Neural Text to Speech INTERSPEECH 2021
Self-supervised Out-of-distribution Detection for Cardiac CMR Segmentation MIDL 2021
MG-BERT: Multi-Graph Augmented BERT for Masked Language Modeling NAACL 2021
Fine-Grained Foreground Retrieval via Teacher-Student Learning WACV 2021
Self-Supervised Training for Blind Multi-Frame Video Denoising WACV 2021
SynDistNet: Self-Supervised Monocular Fisheye Camera Distance Estimation Synergized With Semantic Segmentation for Autonomous Driving WACV 2021
Weakly-Supervised Object Representation Learning for Few-Shot Semantic Segmentation WACV 2021
H2O-Net: Self-Supervised Flood Segmentation via Adversarial Domain Adaptation and Label Refinement WACV 2021
Self-Supervised MultiModal Versatile Networks NIPS 2020
Probabilistic Time Series Forecasting with Shape and Temporal Diversity NIPS 2020
Unsupervised Learning of Dense Visual Representations NIPS 2020
Labelling unlabelled videos from scratch with multi-modal self-supervision NIPS 2020
Learning Representations from Audio-Visual Spatial Alignment NIPS 2020
Telescoping Density-Ratio Estimation NIPS 2020
Learning Object-Centric Representations of Multi-Object Scenes from Multiple Views NIPS 2020
Self-supervised Co-Training for Video Representation Learning NIPS 2020
Graph Contrastive Learning with Augmentations NIPS 2020
Autoregressive Score Matching NIPS 2020
Self-Supervised Few-Shot Learning on Point Clouds NIPS 2020