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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

MixFormer: Mixing Features Across Windows and Dimensions CVPR 2022
Unleashing Potential of Unsupervised Pre-Training With Intra-Identity Regularization for Person Re-Identification CVPR 2022
Revisiting Weakly Supervised Pre-Training of Visual Perception Models CVPR 2022
Brain-Supervised Image Editing CVPR 2022
GAN-Supervised Dense Visual Alignment CVPR 2022
Replacing Labeled Real-Image Datasets With Auto-Generated Contours CVPR 2022
IDR: Self-Supervised Image Denoising via Iterative Data Refinement CVPR 2022
Human Hands As Probes for Interactive Object Understanding CVPR 2022
RADU: Ray-Aligned Depth Update Convolutions for ToF Data Denoising CVPR 2022
CrossLoc: Scalable Aerial Localization Assisted by Multimodal Synthetic Data CVPR 2022
Breathing Freely: Self-supervised Liver T1rho Mapping from A Single T1rho-weighted Image MIDL 2022
A Self-supervised Joint Training Framework for Document Reranking NAACL 2022
Self-supervised Speaker Diarization INTERSPEECH 2022
Self-supervised Representation Fusion for Speech and Wearable Based Emotion Recognition INTERSPEECH 2022
Self-supervised Graph Masking Pre-training for Graph-to-Text Generation EMNLP 2022
Multi-Scale Patch-Based Representation Learning for Image Anomaly Detection and Segmentation WACV 2022
Self-supervised speech unit discovery from articulatory and acoustic features using VQ-VAE INTERSPEECH 2022
Knowledge-Enhanced Self-Supervised Prototypical Network for Few-Shot Event Detection EMNLP 2022
Boosting Self-Supervised Embeddings for Speech Enhancement INTERSPEECH 2022
Knowledge Prompting in Pre-trained Language Model for Natural Language Understanding EMNLP 2022
Cross-Align: Modeling Deep Cross-lingual Interactions for Word Alignment EMNLP 2022
Dial2vec: Self-Guided Contrastive Learning of Unsupervised Dialogue Embeddings EMNLP 2022
A Benchmark for Compositional Visual Reasoning NIPS 2022
Exploration-Guided Reward Shaping for Reinforcement Learning under Sparse Rewards NIPS 2022
Self-Supervised Aggregation of Diverse Experts for Test-Agnostic Long-Tailed Recognition NIPS 2022