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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

Self-supervised and Supervised Joint Training for Resource-rich Machine Translation ICML 2021
Towards Open-World Feature Extrapolation: An Inductive Graph Learning Approach NIPS 2021
The Emergence of Objectness: Learning Zero-shot Segmentation from Videos NIPS 2021
Compressive Visual Representations NIPS 2021
Techniques for Symbol Grounding with SATNet NIPS 2021
SSAL: Synergizing between Self-Training and Adversarial Learning for Domain Adaptive Object Detection NIPS 2021
The functional specialization of visual cortex emerges from training parallel pathways with self-supervised predictive learning NIPS 2021
PatchGame: Learning to Signal Mid-level Patches in Referential Games NIPS 2021
Learning Temporal Dynamics From Cycles in Narrated Video ICCV 2021
MPC-BERT: A Pre-Trained Language Model for Multi-Party Conversation Understanding ACL 2021
RobustNav: Towards Benchmarking Robustness in Embodied Navigation ICCV 2021
Learning To Discover Reflection Symmetry via Polar Matching Convolution ICCV 2021
Self-Point-Flow: Self-Supervised Scene Flow Estimation From Point Clouds With Optimal Transport and Random Walk CVPR 2021
STaR: Self-Supervised Tracking and Reconstruction of Rigid Objects in Motion With Neural Rendering CVPR 2021
Learning an Effective Context-Response Matching Model with Self-Supervised Tasks for Retrieval-based Dialogues AAAI 2021
Emerging Properties in Self-Supervised Vision Transformers ICCV 2021
Self-Supervised Representation Learning on Neural Network Weights for Model Characteristic Prediction NIPS 2021
Mask-Align: Self-Supervised Neural Word Alignment ACL 2021
Supervising the Transfer of Reasoning Patterns in VQA NIPS 2021
CSGNN: Contrastive Self-Supervised Graph Neural Network for Molecular Interaction Prediction IJCAI 2021
Mean Shift for Self-Supervised Learning ICCV 2021
SubTab: Subsetting Features of Tabular Data for Self-Supervised Representation Learning NIPS 2021
REMIPS: Physically Consistent 3D Reconstruction of Multiple Interacting People under Weak Supervision NIPS 2021
ViSER: Video-Specific Surface Embeddings for Articulated 3D Shape Reconstruction NIPS 2021
Dual-Stream Multiple Instance Learning Network for Whole Slide Image Classification With Self-Supervised Contrastive Learning CVPR 2021