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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

Improving Fairness in Facial Albedo Estimation via Visual-Textual Cues CVPR 2023
Seeing Beyond the Brain: Conditional Diffusion Model With Sparse Masked Modeling for Vision Decoding CVPR 2023
Neural Congealing: Aligning Images to a Joint Semantic Atlas CVPR 2023
DrapeNet: Garment Generation and Self-Supervised Draping CVPR 2023
Learning Audio-Visual Source Localization via False Negative Aware Contrastive Learning CVPR 2023
StepFormer: Self-Supervised Step Discovery and Localization in Instructional Videos CVPR 2023
MACARONS: Mapping and Coverage Anticipation With RGB Online Self-Supervision CVPR 2023
Unifying Vision, Text, and Layout for Universal Document Processing CVPR 2023
ReVISE: Self-Supervised Speech Resynthesis With Visual Input for Universal and Generalized Speech Regeneration CVPR 2023
Self-Supervised Geometry-Aware Encoder for Style-Based 3D GAN Inversion CVPR 2023
TruFor: Leveraging All-Round Clues for Trustworthy Image Forgery Detection and Localization CVPR 2023
Efficient Self-supervised Learning with Contextualized Target Representations for Vision, Speech and Language ICML 2023
Evaluating Self-Supervised Learning via Risk Decomposition ICML 2023
Self-supervised learning of Split Invariant Equivariant representations ICML 2023
Tied-Augment: Controlling Representation Similarity Improves Data Augmentation ICML 2023
CSP: Self-Supervised Contrastive Spatial Pre-Training for Geospatial-Visual Representations ICML 2023
ClimaX: A foundation model for weather and climate ICML 2023
Test-time Adaptation with Slot-Centric Models ICML 2023
The Edge of Orthogonality: A Simple View of What Makes BYOL Tick ICML 2023
On the Stepwise Nature of Self-Supervised Learning ICML 2023
Fascinating Supervisory Signals and Where to Find Them: Deep Anomaly Detection with Scale Learning ICML 2023
Improving Visual Prompt Tuning for Self-supervised Vision Transformers ICML 2023
XTab: Cross-table Pretraining for Tabular Transformers ICML 2023
The Unreasonable Effectiveness of Few-shot Learning for Machine Translation ICML 2023
Neural Algorithmic Reasoning with Causal Regularisation ICML 2023