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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

Using Interpretation Methods for Model Enhancement EMNLP 2023
Translating away Translationese without Parallel Data EMNLP 2023
SCENE: Self-Labeled Counterfactuals for Extrapolating to Negative Examples EMNLP 2023
Empower Nested Boolean Logic via Self-Supervised Curriculum Learning EMNLP 2023
Self-supervised Post-processing Method to Enrich Pretrained Word Vectors EMNLP 2023
Exploring Stochastic Autoregressive Image Modeling for Visual Representation AAAI 2023
Towards Self-Interpretable Graph-Level Anomaly Detection NIPS 2023
See Your Emotion from Gait Using Unlabeled Skeleton Data AAAI 2023
Self-Supervised Graph Learning for Long-Tailed Cognitive Diagnosis AAAI 2023
Learning by Sorting: Self-supervised Learning with Group Ordering Constraints ICCV 2023
Texture Learning Domain Randomization for Domain Generalized Segmentation ICCV 2023
Improving Representation Learning for Histopathologic Images with Cluster Constraints ICCV 2023
Point Contrastive Prediction with Semantic Clustering for Self-Supervised Learning on Point Cloud Videos ICCV 2023
MAPConNet: Self-supervised 3D Pose Transfer with Mesh and Point Contrastive Learning ICCV 2023
Scene Graph Contrastive Learning for Embodied Navigation ICCV 2023
Flaky Performances When Pretraining on Relational Databases (Student Abstract) AAAI 2023
SINC: Self-Supervised In-Context Learning for Vision-Language Tasks ICCV 2023
SCOB: Universal Text Understanding via Character-wise Supervised Contrastive Learning with Online Text Rendering for Bridging Domain Gap ICCV 2023
MixSpeech: Cross-Modality Self-Learning with Audio-Visual Stream Mixup for Visual Speech Translation and Recognition ICCV 2023
Self-supervised Cross-view Representation Reconstruction for Change Captioning ICCV 2023
Unsupervised Learning of Object-Centric Embeddings for Cell Instance Segmentation in Microscopy Images ICCV 2023
SC3K: Self-supervised and Coherent 3D Keypoints Estimation from Rotated, Noisy, and Decimated Point Cloud Data ICCV 2023
SparseMAE: Sparse Training Meets Masked Autoencoders ICCV 2023
Dual Acoustic Linguistic Self-supervised Representation Learning for Cross-Domain Speech Recognition INTERSPEECH 2023
FOCAL: Contrastive Learning for Multimodal Time-Series Sensing Signals in Factorized Orthogonal Latent Space NIPS 2023