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Self-Supervised Learning

402 directly classified papers

Papers per year

Papers

Semantic-Aware Implicit Template Learning via Part Deformation Consistency ICCV 2023
SC3K: Self-supervised and Coherent 3D Keypoints Estimation from Rotated, Noisy, and Decimated Point Cloud Data ICCV 2023
Generalizing Event-Based Motion Deblurring in Real-World Scenarios ICCV 2023
Novel Relation Detection: Discovering Unknown Relation Types via Multi-Strategy Self-Supervised Learning EMNLP 2023
Exploring Structured Semantic Prior for Multi Label Recognition With Incomplete Labels CVPR 2023
Relax, it doesn’t matter how you get there: A new self-supervised approach for multi-timescale behavior analysis NIPS 2023
Generic and Dynamic Graph Representation Learning for Crowd Flow Modeling AAAI 2023
Contrastive Test-Time Adaptation CVPR 2022
RIO: Rotation-Equivariance Supervised Learning of Robust Inertial Odometry CVPR 2022
UnweaveNet: Unweaving Activity Stories CVPR 2022
Learning To Detect Mobile Objects From LiDAR Scans Without Labels CVPR 2022
MT3: Meta Test-Time Training for Self-Supervised Test-Time Adaption AISTATS 2022
Uncertainty-Aware Adaptation for Self-Supervised 3D Human Pose Estimation CVPR 2022
Mining Multi-View Information: A Strong Self-Supervised Framework for Depth-Based 3D Hand Pose and Mesh Estimation CVPR 2022
Self-Taught Metric Learning Without Labels CVPR 2022
CGMN: A Contrastive Graph Matching Network for Self-Supervised Graph Similarity Learning IJCAI 2022
Leveraging Time Irreversibility with Order-Contrastive Pre-training AISTATS 2022
Multi-Level Feature Learning for Contrastive Multi-View Clustering CVPR 2022
Align Representations With Base: A New Approach to Self-Supervised Learning CVPR 2022
FreeSOLO: Learning To Segment Objects Without Annotations CVPR 2022
Scene Consistency Representation Learning for Video Scene Segmentation CVPR 2022
GraphFM: Improving Large-Scale GNN Training via Feature Momentum ICML 2022
Lexical Knowledge Internalization for Neural Dialog Generation ACL 2022
ElePose: Unsupervised 3D Human Pose Estimation by Predicting Camera Elevation and Learning Normalizing Flows on 2D Poses CVPR 2022
Knowledge-Driven Self-Supervised Representation Learning for Facial Action Unit Recognition CVPR 2022