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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

On the Robustness of Question Rewriting Systems to Questions of Varying Hardness ACL 2022
Contextual Representation Learning beyond Masked Language Modeling ACL 2022
End-to-End Modeling via Information Tree for One-Shot Natural Language Spatial Video Grounding ACL 2022
Vision-Language Pretraining: Current Trends and the Future ACL 2022
Big Self-Supervised Models Advance Medical Image Classification ICCV 2021
SEAL: Self-supervised Embodied Active Learning using Exploration and 3D Consistency NIPS 2021
Improving Transferability of Representations via Augmentation-Aware Self-Supervision NIPS 2021
When does Contrastive Learning Preserve Adversarial Robustness from Pretraining to Finetuning? NIPS 2021
Aligning Pretraining for Detection via Object-Level Contrastive Learning NIPS 2021
Segment, Mask, and Predict: Augmenting Chinese Word Segmentation with Self-Supervision EMNLP 2021
Rethinking Denoised Auto-Encoding in Language Pre-Training EMNLP 2021
Using Radio Archives for Low-Resource Speech Recognition: Towards an Intelligent Virtual Assistant for Illiterate Users AAAI 2021
Tune-In: Training Under Negative Environments with Interference for Attention Networks Simulating Cocktail Party Effect AAAI 2021
A Simple and Effective Self-Supervised Contrastive Learning Framework for Aspect Detection AAAI 2021
Towards Semantics-Enhanced Pre-Training: Can Lexicon Definitions Help Learning Sentence Meanings? AAAI 2021
Self-Supervised Attention-Aware Reinforcement Learning AAAI 2021
Enhancing Self-Supervised Video Representation Learning via Multi-Level Feature Optimization ICCV 2021
Joint Representation Learning and Novel Category Discovery on Single- and Multi-Modal Data ICCV 2021
Self-Supervised Visual Representations Learning by Contrastive Mask Prediction ICCV 2021
Self-Supervised Video Representation Learning With Meta-Contrastive Network ICCV 2021
ACAV100M: Automatic Curation of Large-Scale Datasets for Audio-Visual Video Representation Learning ICCV 2021
ASCNet: Self-Supervised Video Representation Learning With Appearance-Speed Consistency ICCV 2021
Towards High Fidelity Monocular Face Reconstruction With Rich Reflectance Using Self-Supervised Learning and Ray Tracing ICCV 2021
Preservational Learning Improves Self-Supervised Medical Image Models by Reconstructing Diverse Contexts ICCV 2021
Broaden Your Views for Self-Supervised Video Learning ICCV 2021