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Self-Supervised Learning

402 directly classified papers

Papers per year

Papers

Self-Supervised Steering Angle Prediction for Vehicle Control Using Visual Odometry AISTATS 2021
Can contrastive learning avoid shortcut solutions? NIPS 2021
Domain Adaptive Semantic Segmentation With Self-Supervised Depth Estimation ICCV 2021
The Way to My Heart Is Through Contrastive Learning: Remote Photoplethysmography From Unlabelled Video ICCV 2021
Scribble-Supervised Semantic Segmentation by Uncertainty Reduction on Neural Representation and Self-Supervision on Neural Eigenspace ICCV 2021
Reflective Decoding: Beyond Unidirectional Generation with Off-the-Shelf Language Models IJCNLP 2021
A Simple and Effective Self-Supervised Contrastive Learning Framework for Aspect Detection AAAI 2021
Self-Supervised Product Quantization for Deep Unsupervised Image Retrieval ICCV 2021
On Feature Decorrelation in Self-Supervised Learning ICCV 2021
Skeleton Cloud Colorization for Unsupervised 3D Action Representation Learning ICCV 2021
Improving Sequential Recommendation Consistency with Self-Supervised Imitation IJCAI 2021
Unsupervised Path Representation Learning with Curriculum Negative Sampling IJCAI 2021
CuCo: Graph Representation with Curriculum Contrastive Learning IJCAI 2021
Self-Supervised Video Representation Learning with Constrained Spatiotemporal Jigsaw IJCAI 2021
Self-Supervised Video Action Localization with Adversarial Temporal Transforms IJCAI 2021
Improving Weakly Supervised Sound Event Detection with Self-Supervised Auxiliary Tasks INTERSPEECH 2021
Improving Streaming Transformer Based ASR Under a Framework of Self-Supervised Learning INTERSPEECH 2021
wav2vec-C: A Self-Supervised Model for Speech Representation Learning INTERSPEECH 2021
A Comparison of Supervised and Unsupervised Pre-Training of End-to-End Models INTERSPEECH 2021
Information Retrieval for ZeroSpeech 2021: The Submission by University of Wroclaw INTERSPEECH 2021
Stance Detection in COVID-19 Tweets ACL 2021
Behavior From the Void: Unsupervised Active Pre-Training NIPS 2021
Self-supervised Label Augmentation via Input Transformations ICML 2020
Ensemble Self-Training for Low-Resource Languages: Grapheme-to-Phoneme Conversion and Morphological Inflection ACL 2020
Toward Interactive Self-Annotation For Video Object Bounding Box: Recurrent Self-Learning And Hierarchical Annotation Based Framework WACV 2020