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self-supervised learning

3751 papers

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Also known as

ESSL DINO SSRL SSL OR NULL CSSL SSF SSID SS SSL MSSL GSSL SELF-SL SSLR SSCL CSL

Co-occurring keywords

representation learning (6174) contrastive learning (3979) transfer learning (5442) unsupervised learning (3255) graph neural network (3945) domain adaptation (4578) multimodal learning (4622) semantic segmentation (3179) depth estimation (1540) knowledge distillation (3680)

Papers

Neural Topic Modeling based on Cycle Adversarial Training and Contrastive Learning ACL 2023
TableVLM: Multi-modal Pre-training for Table Structure Recognition ACL 2023
DIONYSUS: A Pre-trained Model for Low-Resource Dialogue Summarization ACL 2023
Automatic Table Union Search with Tabular Representation Learning ACL 2023
LVM-Med: Learning Large-Scale Self-Supervised Vision Models for Medical Imaging via Second-order Graph Matching NIPS 2023
The Surprising Effectiveness of Diffusion Models for Optical Flow and Monocular Depth Estimation NIPS 2023
Diversified Outlier Exposure for Out-of-Distribution Detection via Informative Extrapolation NIPS 2023
Neural Algorithmic Reasoning Without Intermediate Supervision NIPS 2023
How to Scale Your EMA NIPS 2023
MAViL: Masked Audio-Video Learners NIPS 2023
AdaptSSR: Pre-training User Model with Augmentation-Adaptive Self-Supervised Ranking NIPS 2023
Toolformer: Language Models Can Teach Themselves to Use Tools NIPS 2023
On Masked Pre-training and the Marginal Likelihood NIPS 2023
Self-Supervised Motion Magnification by Backpropagating Through Optical Flow NIPS 2023
SimMTM: A Simple Pre-Training Framework for Masked Time-Series Modeling NIPS 2023
Finding Order in Chaos: A Novel Data Augmentation Method for Time Series in Contrastive Learning NIPS 2023
Encoding Time-Series Explanations through Self-Supervised Model Behavior Consistency NIPS 2023
Contrast Everything: A Hierarchical Contrastive Framework for Medical Time-Series NIPS 2023
BasisFormer: Attention-based Time Series Forecasting with Learnable and Interpretable Basis NIPS 2023
How to Boost Face Recognition with StyleGAN? ICCV 2023
Syllable Discovery and Cross-Lingual Generalization in a Visually Grounded, Self-Supervised Speech Model INTERSPEECH 2023
Pushing the Limits of Unsupervised Unit Discovery for SSL Speech Representation INTERSPEECH 2023
Combating Bilateral Edge Noise for Robust Link Prediction NIPS 2023
Online Noisy Continual Relation Learning AAAI 2023
CrysGNN: Distilling Pre-trained Knowledge to Enhance Property Prediction for Crystalline Materials AAAI 2023