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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

MultiSiam: Self-Supervised Multi-Instance Siamese Representation Learning for Autonomous Driving ICCV 2021
Modelling Neighbor Relation in Joint Space-Time Graph for Video Correspondence Learning ICCV 2021
Sample Efficient Detection and Classification of Adversarial Attacks via Self-Supervised Embeddings ICCV 2021
ICE: Inter-Instance Contrastive Encoding for Unsupervised Person Re-Identification ICCV 2021
Vi2CLR: Video and Image for Visual Contrastive Learning of Representation ICCV 2021
Self-Supervised Real-to-Sim Scene Generation ICCV 2021
ISD: Self-Supervised Learning by Iterative Similarity Distillation ICCV 2021
Composable Augmentation Encoding for Video Representation Learning ICCV 2021
Continual Learning on Noisy Data Streams via Self-Purified Replay ICCV 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
You Never Cluster Alone NIPS 2021
Self-Supervised Bug Detection and Repair NIPS 2021
Compressed Video Contrastive Learning NIPS 2021
Large-Scale Unsupervised Object Discovery NIPS 2021
FlingBot: The Unreasonable Effectiveness of Dynamic Manipulation for Cloth Unfolding CORL 2021
Unsupervised Pronoun Resolution via Masked Noun-Phrase Prediction ACL 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
Guilt by Association: Emotion Intensities in Lexical Representations EMNLP 2021
Dropout Regularization for Self-Supervised Learning of Transformer Encoder Speech Representation INTERSPEECH 2021