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Self-Supervised Learning

8255 directly classified papers

Papers per year

Papers

Unsupervised Subword Modeling Using Autoregressive Pretraining and Cross-Lingual Phone-Aware Modeling INTERSPEECH 2020
HMPO: Human Motion Prediction in Occluded Environments for Safe Motion Planning RSS 2020
Temporal Attention Convolutional Network for Speech Emotion Recognition with Latent Representation INTERSPEECH 2020
MLSL: Multi-Level Self-Supervised Learning for Domain Adaptation with Spatially Independent and Semantically Consistent Labeling WACV 2020
Multimodal Target Speech Separation with Voice and Face References INTERSPEECH 2020
Towards Scale-Free Rain Streak Removal via Self-Supervised Fractal Band Learning AAAI 2020
Stochastic Talking Face Generation Using Latent Distribution Matching INTERSPEECH 2020
Speech Emotion Recognition ‘in the Wild’ Using an Autoencoder INTERSPEECH 2020
FaceScape: A Large-Scale High Quality 3D Face Dataset and Detailed Riggable 3D Face Prediction CVPR 2020
Learning Discriminative and Generalizable Representations by Spatial-Channel Partition for Person Re-Identification WACV 2020
TA-Student VQA: Multi-Agents Training by Self-Questioning CVPR 2020
Active Speakers in Context CVPR 2020
MAST: A Memory-Augmented Self-Supervised Tracker CVPR 2020
Zero-Reference Deep Curve Estimation for Low-Light Image Enhancement CVPR 2020
AI Explainability 360: An Extensible Toolkit for Understanding Data and Machine Learning Models JMLR 2020
Extremely Dense Point Correspondences Using a Learned Feature Descriptor CVPR 2020
RPM-Net: Robust Pixel-Level Matching Networks for Self-Supervised Video Object Segmentation WACV 2020
VisuoSpatial Foresight for Multi-Step, Multi-Task Fabric Manipulation RSS 2020
Fine-grained Image Classification and Retrieval by Combining Visual and Locally Pooled Textual Features WACV 2020
FX-GAN: Self-Supervised GAN Learning via Feature Exchange WACV 2020
Neural Reranking for Dependency Parsing: An Evaluation ACL 2020
Document-Level Event Role Filler Extraction using Multi-Granularity Contextualized Encoding ACL 2020
Toward Interactive Self-Annotation For Video Object Bounding Box: Recurrent Self-Learning And Hierarchical Annotation Based Framework WACV 2020
Charting the Right Manifold: Manifold Mixup for Few-shot Learning WACV 2020
Self-Supervised Localisation between Range Sensors and Overhead Imagery RSS 2020