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Self-Supervised Learning

8,405 papers

Papers per year

12
19
682
1215
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Papers

SimMTM: A Simple Pre-Training Framework for Masked Time-Series Modeling NIPS 2023
Augmentation-Aware Self-Supervision for Data-Efficient GAN Training NIPS 2023
Compressed Video Prompt Tuning NIPS 2023
Encoding Time-Series Explanations through Self-Supervised Model Behavior Consistency NIPS 2023
Self-supervised Object-Centric Learning for Videos NIPS 2023
EgoDistill: Egocentric Head Motion Distillation for Efficient Video Understanding NIPS 2023
An Information Theory Perspective on Variance-Invariance-Covariance Regularization NIPS 2023
Improving Self-supervised Molecular Representation Learning using Persistent Homology NIPS 2023
Video Dynamics Prior: An Internal Learning Approach for Robust Video Enhancements NIPS 2023
Self-supervised Graph Neural Networks via Low-Rank Decomposition NIPS 2023
MIMEx: Intrinsic Rewards from Masked Input Modeling NIPS 2023
Adversarial Self-Training Improves Robustness and Generalization for Gradual Domain Adaptation NIPS 2023
Is This Loss Informative? Faster Text-to-Image Customization by Tracking Objective Dynamics NIPS 2023
Representation Learning via Consistent Assignment of Views over Random Partitions NIPS 2023
Goal Driven Discovery of Distributional Differences via Language Descriptions NIPS 2023
Score-based Data Assimilation NIPS 2023
Maximum Independent Set: Self-Training through Dynamic Programming NIPS 2023
Siamese Masked Autoencoders NIPS 2023
SwiFT: Swin 4D fMRI Transformer NIPS 2023
A High-Resolution Dataset for Instance Detection with Multi-View Object Capture NIPS 2023
Slimmed Asymmetrical Contrastive Learning and Cross Distillation for Lightweight Model Training NIPS 2023
Explore In-Context Learning for 3D Point Cloud Understanding NIPS 2023
Do SSL Models Have Déjà Vu? A Case of Unintended Memorization in Self-supervised Learning NIPS 2023
Training Transitive and Commutative Multimodal Transformers with LoReTTa NIPS 2023
Beyond Pretrained Features: Noisy Image Modeling Provides Adversarial Defense NIPS 2023