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self-supervised learning

3751 papers

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Also known as

ESSL DINO SSRL SSL OR NULL CSSL SSF SSID SS SSL MSSL GSSL SELF-SL SSLR SSCL CSL

Co-occurring keywords

representation learning (6174) contrastive learning (3979) transfer learning (5442) unsupervised learning (3255) graph neural network (3945) domain adaptation (4578) multimodal learning (4622) semantic segmentation (3179) depth estimation (1540) knowledge distillation (3680)

Papers

Improving Transferability of Representations via Augmentation-Aware Self-Supervision NIPS 2021
SEAL: Self-supervised Embodied Active Learning using Exploration and 3D Consistency NIPS 2021
MPC-BERT: A Pre-Trained Language Model for Multi-Party Conversation Understanding ACL 2021
Self-Supervised Multimodal Opinion Summarization ACL 2021
Text-Free Image-to-Speech Synthesis Using Learned Segmental Units ACL 2021
Goal-Aware Cross-Entropy for Multi-Target Reinforcement Learning NIPS 2021
Out-of-Scope Intent Detection with Self-Supervision and Discriminative Training ACL 2021
Long Text Generation by Modeling Sentence-Level and Discourse-Level Coherence ACL 2021
Scalable Approach for Normalizing E-commerce Text Attributes (SANTA) ACL 2021
DepthInSpace: Exploitation and Fusion of Multiple Video Frames for Structured-Light Depth Estimation ICCV 2021
SelfReg: Self-Supervised Contrastive Regularization for Domain Generalization ICCV 2021
Contrasting Contrastive Self-Supervised Representation Learning Pipelines ICCV 2021
Learning To Discover Reflection Symmetry via Polar Matching Convolution ICCV 2021
Differentiable Diffusion for Dense Depth Estimation From Multi-View Images CVPR 2021
3D Video Stabilization With Depth Estimation by CNN-Based Optimization CVPR 2021
Rethinking 360deg Image Visual Attention Modelling With Unsupervised Learning. ICCV 2021
ViSER: Video-Specific Surface Embeddings for Articulated 3D Shape Reconstruction NIPS 2021
Contrastive learning, multi-view redundancy, and linear models ALT 2021
Self-supervised Reinforcement Learning with Independently Controllable Subgoals CORL 2021
REMIPS: Physically Consistent 3D Reconstruction of Multiple Interacting People under Weak Supervision NIPS 2021
On Feature Decorrelation in Self-Supervised Learning ICCV 2021
Learning State Representations from Random Deep Action-conditional Predictions NIPS 2021
Contrastive Active Inference NIPS 2021
Self-Improving Semantic Perception for Indoor Localisation CORL 2021
Advancing Self-supervised Monocular Depth Learning with Sparse LiDAR CORL 2021