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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

Diagnose Like A Pathologist: Weakly-Supervised Pathologist-Tree Network for Slide-Level Immunohistochemical Scoring AAAI 2021
Is Pseudo-Lidar Needed for Monocular 3D Object Detection? ICCV 2021
CoTexT: Multi-task Learning with Code-Text Transformer ACL 2021
A Broad Study on the Transferability of Visual Representations With Contrastive Learning ICCV 2021
Self-Supervised Domain Adaptation for Forgery Localization of JPEG Compressed Images ICCV 2021
Grafit: Learning Fine-Grained Image Representations With Coarse Labels ICCV 2021
Divide and Contrast: Self-Supervised Learning From Uncurated Data ICCV 2021
Learning Temporal Dynamics From Cycles in Narrated Video ICCV 2021
RobustNav: Towards Benchmarking Robustness in Embodied Navigation ICCV 2021
Efficient Visual Pretraining With Contrastive Detection ICCV 2021
Time-Equivariant Contrastive Video Representation Learning ICCV 2021
Do Response Selection Models Really Know What’s Next? Utterance Manipulation Strategies for Multi-turn Response Selection AAAI 2021
An Improved Wav2Vec 2.0 Pre-Training Approach Using Enhanced Local Dependency Modeling for Speech Recognition INTERSPEECH 2021
Attentive and Contrastive Learning for Joint Depth and Motion Field Estimation ICCV 2021
SaccadeCam: Adaptive Visual Attention for Monocular Depth Sensing ICCV 2021
Mean Shift for Self-Supervised Learning ICCV 2021
Shape Self-Correction for Unsupervised Point Cloud Understanding ICCV 2021
Regularizing Nighttime Weirdness: Efficient Self-Supervised Monocular Depth Estimation in the Dark ICCV 2021
Emerging Properties in Self-Supervised Vision Transformers ICCV 2021
SLIM: Self-Supervised LiDAR Scene Flow and Motion Segmentation ICCV 2021
Unsupervised Cross-Lingual Representation Learning for Speech Recognition INTERSPEECH 2021
Towards Unsupervised Phone and Word Segmentation Using Self-Supervised Vector-Quantized Neural Networks INTERSPEECH 2021
Improving Accent Identification and Accented Speech Recognition Under a Framework of Self-Supervised Learning INTERSPEECH 2021
LeBenchmark: A Reproducible Framework for Assessing Self-Supervised Representation Learning from Speech INTERSPEECH 2021
Self-Supervised End-to-End ASR for Low Resource L2 Swedish INTERSPEECH 2021