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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

Uncovering the Redundancy in Graph Self-supervised Learning Models NIPS 2024
From Babble to Words: Pre-Training Language Models on Continuous Streams of Phonemes CONLL 2024
Improving training datasets for resource-constrained speaker recognition neural networks INTERSPEECH 2023
DPE: Disentanglement of Pose and Expression for General Video Portrait Editing CVPR 2023
Unsupervised Object Localization: Observing the Background To Discover Objects CVPR 2023
Train/Test-Time Adaptation With Retrieval CVPR 2023
Keep It SimPool: Who Said Supervised Transformers Suffer from Attention Deficit? ICCV 2023
Self-Supervised Clustering Based on Manifold Learning and Graph Convolutional Networks WACV 2023
How to Boost Face Recognition with StyleGAN? ICCV 2023
Self-Supervised Distilled Learning for Multi-Modal Misinformation Identification WACV 2023
Hierarchical Consistent Contrastive Learning for Skeleton-Based Action Recognition with Growing Augmentations AAAI 2023
Mx2M: Masked Cross-Modality Modeling in Domain Adaptation for 3D Semantic Segmentation AAAI 2023
One-Step Knowledge Distillation and Fine-Tuning in Using Large Pre-Trained Self-Supervised Learning Models for Speaker Verification INTERSPEECH 2023
Leveraging Semantic Information for Efficient Self-Supervised Emotion Recognition with Audio-Textual Distilled Models INTERSPEECH 2023
Self-supervised Object-Centric Learning for Videos NIPS 2023
Representation Learning via Consistent Assignment of Views over Random Partitions NIPS 2023
Better Correlation and Robustness: A Distribution-Balanced Self-Supervised Learning Framework for Automatic Dialogue Evaluation NIPS 2023
Group Robust Classification Without Any Group Information NIPS 2023
Reverse Engineering Self-Supervised Learning NIPS 2023
Implicit variance regularization in non-contrastive SSL NIPS 2023
Movies2Scenes: Using Movie Metadata To Learn Scene Representation CVPR 2023
DistractFlow: Improving Optical Flow Estimation via Realistic Distractions and Pseudo-Labeling CVPR 2023
Learning Geometry-Aware Representations by Sketching CVPR 2023
Superclass Learning With Representation Enhancement CVPR 2023
DeepMapping2: Self-Supervised Large-Scale LiDAR Map Optimization CVPR 2023