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Self-Supervised Learning

2959 directly classified papers

Papers per year

Papers

Progressive Multi-View Human Mesh Recovery with Self-Supervision AAAI 2023
WINNER: Weakly-Supervised hIerarchical decompositioN and aligNment for Spatio-tEmporal Video gRounding CVPR 2023
ESPT: A Self-Supervised Episodic Spatial Pretext Task for Improving Few-Shot Learning AAAI 2023
Confidence-based Self-Corrective Learning: An Application in Height Estimation Using Satellite LiDAR and Imagery IJCAI 2023
Violin: Virtual Overbridge Linking for Enhancing Semi-supervised Learning on Graphs with Limited Labels IJCAI 2023
Learning Bottleneck Concepts in Image Classification CVPR 2023
SECAD-Net: Self-Supervised CAD Reconstruction by Learning Sketch-Extrude Operations CVPR 2023
Self-Supervised Learning for Multilevel Skeleton-Based Forgery Detection via Temporal-Causal Consistency of Actions AAAI 2023
Uncertainty-Aware Unlikelihood Learning Improves Generative Aspect Sentiment Quad Prediction ACL 2023
Mask3D: Pre-Training 2D Vision Transformers by Learning Masked 3D Priors CVPR 2023
Masked Latent Semantic Modeling: an Efficient Pre-training Alternative to Masked Language Modeling ACL 2023
Soft Augmentation for Image Classification CVPR 2023
Learning from Children: Improving Image-Caption Pretraining via Curriculum ACL 2023
Enhancing Human Summaries for Question-Answer Generation in Education ACL 2023
Deep Digging into the Generalization of Self-Supervised Monocular Depth Estimation AAAI 2023
AudioEar: Single-View Ear Reconstruction for Personalized Spatial Audio AAAI 2023
Self-Supervised AutoFlow CVPR 2023
OmniMAE: Single Model Masked Pretraining on Images and Videos CVPR 2023
Self-Supervised Bidirectional Learning for Graph Matching AAAI 2023
SSP: Self-Supervised Post-training for Conversational Search ACL 2023
Distantly Supervised Document-Level Biomedical Relation Extraction with Neighborhood Knowledge Graphs ACL 2023
NeuralUDF: Learning Unsigned Distance Fields for Multi-View Reconstruction of Surfaces With Arbitrary Topologies CVPR 2023
Navigating Data Scarcity: Pretraining for Medical Utterance Classification ACL 2023
MVImgNet: A Large-Scale Dataset of Multi-View Images CVPR 2023
Frequency Selective Augmentation for Video Representation Learning AAAI 2023