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Self-Supervised Learning

2959 directly classified papers

Papers per year

Papers

Self-Supervised Audio-Visual Representation Learning with Relaxed Cross-Modal Synchronicity AAAI 2023
CoMFormer: Continual Learning in Semantic and Panoptic Segmentation CVPR 2023
Vid2Avatar: 3D Avatar Reconstruction From Videos in the Wild via Self-Supervised Scene Decomposition CVPR 2023
Neural Congealing: Aligning Images to a Joint Semantic Atlas 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
SECAD-Net: Self-Supervised CAD Reconstruction by Learning Sketch-Extrude Operations CVPR 2023
Contrastive Self-Supervised Learning Leads to Higher Adversarial Susceptibility AAAI 2023
Soft Augmentation for Image Classification CVPR 2023
Self-Supervised AutoFlow CVPR 2023
Self-Supervised Bidirectional Learning for Graph Matching AAAI 2023
Attention-Conditioned Augmentations for Self-Supervised Anomaly Detection and Localization AAAI 2023
Distantly-Supervised Named Entity Recognition with Adaptive Teacher Learning and Fine-Grained Student Ensemble AAAI 2023
Uncertainty-Aware Self-Training for Low-Resource Neural Sequence Labeling AAAI 2023
Flow Supervision for Deformable NeRF CVPR 2023
Combating Bilateral Edge Noise for Robust Link Prediction NIPS 2023
KICE: A Knowledge Consolidation and Expansion Framework for Relation Extraction AAAI 2023
Improving Biomedical Entity Linking with Cross-Entity Interaction AAAI 2023
SkyEye: Self-Supervised Bird's-Eye-View Semantic Mapping Using Monocular Frontal View Images CVPR 2023
Self-Supervised Continual Graph Learning in Adaptive Riemannian Spaces AAAI 2023
Compressed Heterogeneous Graph for Abstractive Multi-Document Summarization AAAI 2023
KPT: Keyword-Guided Pre-training for Grounded Dialog Generation AAAI 2023
SelfME: Self-Supervised Motion Learning for Micro-Expression Recognition CVPR 2023
CoMAE: Single Model Hybrid Pre-training on Small-Scale RGB-D Datasets AAAI 2023