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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

Using Radio Archives for Low-Resource Speech Recognition: Towards an Intelligent Virtual Assistant for Illiterate Users AAAI 2021
Exploring Geometry-Aware Contrast and Clustering Harmonization for Self-Supervised 3D Object Detection ICCV 2021
AVLnet: Learning Audio-Visual Language Representations from Instructional Videos INTERSPEECH 2021
Generalized Adversarially Learned Inference AAAI 2021
A Global Occlusion-Aware Approach to Self-Supervised Monocular Visual Odometry AAAI 2021
RSPNet: Relative Speed Perception for Unsupervised Video Representation Learning AAAI 2021
A Graph Reasoning Network for Multi-turn Response Selection via Customized Pre-training AAAI 2021
Self-supervised Bilingual Syntactic Alignment for Neural Machine Translation AAAI 2021
Self-Supervised Self-Supervision by Combining Deep Learning and Probabilistic Logic AAAI 2021
Improving Aerial Instance Segmentation in the Dark with Self-Supervised Low Light Enhancement (Student Abstract) AAAI 2021
Auto-Encoding Transformations in Reparameterized Lie Groups for Unsupervised Learning AAAI 2021
Unsupervised Speech Recognition NIPS 2021
Intermediate Layers Matter in Momentum Contrastive Self Supervised Learning NIPS 2021
Self-Supervised Learning with Kernel Dependence Maximization NIPS 2021
Credal Self-Supervised Learning NIPS 2021
Contextual Similarity Aggregation with Self-attention for Visual Re-ranking NIPS 2021
Excavating the Potential Capacity of Self-Supervised Monocular Depth Estimation ICCV 2021
Large-Scale Unsupervised Object Discovery NIPS 2021
Compressed Video Contrastive Learning NIPS 2021
Self-Supervised Bug Detection and Repair NIPS 2021
You Never Cluster Alone NIPS 2021
Don’t Let Discourse Confine Your Model: Sequence Perturbations for Improved Event Language Models ACL 2021
Aligning Pretraining for Detection via Object-Level Contrastive Learning NIPS 2021
When does Contrastive Learning Preserve Adversarial Robustness from Pretraining to Finetuning? NIPS 2021
There Is No Turning Back: A Self-Supervised Approach for Reversibility-Aware Reinforcement Learning NIPS 2021