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self-supervised learning

3777 papers

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Also known as

SSL SELF-SL

Co-occurring keywords

representation learning (6206) contrastive learning (4032) transfer learning (5449) unsupervised learning (3264) graph neural network (3962) domain adaptation (4595) multimodal learning (4645) semantic segmentation (3186) depth estimation (1542) knowledge distillation (3725)

Papers

An Investigation into Whitening Loss for Self-supervised Learning NIPS 2022
D^2NeRF: Self-Supervised Decoupling of Dynamic and Static Objects from a Monocular Video NIPS 2022
FLUID: Few-Shot Self-Supervised Image Deraining WACV 2022
Learning to Separate Voices by Spatial Regions ICML 2022
Self-Supervised Generative Style Transfer for One-Shot Medical Image Segmentation WACV 2022
Multi-Motion and Appearance Self-Supervised Moving Object Detection WACV 2022
Omni-Granular Ego-Semantic Propagation for Self-Supervised Graph Representation Learning ICML 2022
TRILLsson: Distilled Universal Paralinguistic Speech Representations INTERSPEECH 2022
Object Permanence Emerges in a Random Walk along Memory ICML 2022
Self-supervised Semantic Segmentation Grounded in Visual Concepts IJCAI 2022
RePre: Improving Self-Supervised Vision Transformer with Reconstructive Pre-training IJCAI 2022
Raising the Bar in Graph-level Anomaly Detection IJCAI 2022
Decentralized Unsupervised Learning of Visual Representations IJCAI 2022
Self-Supervised Mutual Learning for Dynamic Scene Reconstruction of Spiking Camera IJCAI 2022
Bootstrapping Informative Graph Augmentation via A Meta Learning Approach IJCAI 2022
Same Author or Just Same Topic? Towards Content-Independent Style Representations ACL 2022
SCD: Self-Contrastive Decorrelation of Sentence Embeddings ACL 2022
Cross-Modal Discrete Representation Learning ACL 2022
Multilingual Knowledge Graph Completion with Self-Supervised Adaptive Graph Alignment ACL 2022
Augmented Adversarial Self-Supervised Learning for Early-Stage Alzheimer's Speech Detection INTERSPEECH 2022
Do self-supervised speech models develop human-like perception biases? ACL 2022
MDERank: A Masked Document Embedding Rank Approach for Unsupervised Keyphrase Extraction ACL 2022
QA Domain Adaptation using Hidden Space Augmentation and Self-Supervised Contrastive Adaptation EMNLP 2022
Competency-Aware Neural Machine Translation: Can Machine Translation Know its Own Translation Quality? EMNLP 2022
InforMask: Unsupervised Informative Masking for Language Model Pretraining EMNLP 2022