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self-supervised learning

3751 papers

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Also known as

SSL SELF-SL

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

With a Little Help From My Friends: Nearest-Neighbor Contrastive Learning of Visual Representations ICCV 2021
Self-Supervised Geometric Features Discovery via Interpretable Attention for Vehicle Re-Identification and Beyond ICCV 2021
Visual Scene Graphs for Audio Source Separation ICCV 2021
Self-Supervised Representation Learning From Flow Equivariance ICCV 2021
Scaling Effect of Self-Supervised Speech Models INTERSPEECH 2021
Adversarially Learning Disentangled Speech Representations for Robust Multi-Factor Voice Conversion INTERSPEECH 2021
Improving Weakly Supervised Sound Event Detection with Self-Supervised Auxiliary Tasks INTERSPEECH 2021
Self-Rule to Adapt: Learning Generalized Features from Sparsely-Labeled Data Using Unsupervised Domain Adaptation for Colorectal Cancer Tissue Phenotyping MIDL 2021
PLOME: Pre-training with Misspelled Knowledge for Chinese Spelling Correction ACL 2021
DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations ACL 2021
Co2L: Contrastive Continual Learning ICCV 2021
Rethinking Self-Supervised Correspondence Learning: A Video Frame-Level Similarity Perspective ICCV 2021
Spatial Temporal Enhanced Contrastive and Pretext Learning for Skeleton-based Action Representation ACML 2021
Contrastive Neural Processes for Self-Supervised Learning ACML 2021
Deep Structural Contrastive Subspace Clustering ACML 2021
Self-Supervised Image Prior Learning With GMM From a Single Noisy Image ICCV 2021
The Way to My Heart Is Through Contrastive Learning: Remote Photoplethysmography From Unlabelled Video ICCV 2021
Domain Adaptive Semantic Segmentation With Self-Supervised Depth Estimation ICCV 2021
Self-Supervised Product Quantization for Deep Unsupervised Image Retrieval ICCV 2021
Temporal Knowledge Consistency for Unsupervised Visual Representation Learning ICCV 2021
XIRL: Cross-embodiment Inverse Reinforcement Learning CORL 2021
S4RL: Surprisingly Simple Self-Supervision for Offline Reinforcement Learning in Robotics CORL 2021
Understanding the World Through Action CORL 2021
On Compositions of Transformations in Contrastive Self-Supervised Learning ICCV 2021
Improving Context-Aware Neural Machine Translation with Source-side Monolingual Documents IJCAI 2021