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Self-Supervised Learning

2959 directly classified papers

Papers per year

Papers

Back-Training excels Self-Training at Unsupervised Domain Adaptation of Question Generation and Passage Retrieval EMNLP 2021
ReasonBERT: Pre-trained to Reason with Distant Supervision EMNLP 2021
STraTA: Self-Training with Task Augmentation for Better Few-shot Learning EMNLP 2021
Zero-Shot Dialogue Disentanglement by Self-Supervised Entangled Response Selection EMNLP 2021
Filling the Gaps in Ancient Akkadian Texts: A Masked Language Modelling Approach EMNLP 2021
Frame Semantic-Enhanced Sentence Modeling for Sentence-level Extractive Text Summarization EMNLP 2021
TEMP: Taxonomy Expansion with Dynamic Margin Loss through Taxonomy-Paths EMNLP 2021
VideoMoCo: Contrastive Video Representation Learning With Temporally Adversarial Examples CVPR 2021
Global Transport for Fluid Reconstruction With Learned Self-Supervision CVPR 2021
STaR: Self-Supervised Tracking and Reconstruction of Rigid Objects in Motion With Neural Rendering CVPR 2021
Self-Supervised Video Hashing via Bidirectional Transformers CVPR 2021
From Synthetic to Real: Unsupervised Domain Adaptation for Animal Pose Estimation CVPR 2021
Safe Local Motion Planning With Self-Supervised Freespace Forecasting CVPR 2021
Dual-Stream Multiple Instance Learning Network for Whole Slide Image Classification With Self-Supervised Contrastive Learning CVPR 2021
SelfSAGCN: Self-Supervised Semantic Alignment for Graph Convolution Network CVPR 2021
Task Programming: Learning Data Efficient Behavior Representations CVPR 2021
Self-Supervised Pillar Motion Learning for Autonomous Driving CVPR 2021
Propagate Yourself: Exploring Pixel-Level Consistency for Unsupervised Visual Representation Learning CVPR 2021
Dense Contrastive Learning for Self-Supervised Visual Pre-Training CVPR 2021
Generalizing to the Open World: Deep Visual Odometry With Online Adaptation CVPR 2021
Hardness Sampling for Self-Training Based Transductive Zero-Shot Learning CVPR 2021
SOLD2: Self-Supervised Occlusion-Aware Line Description and Detection CVPR 2021
Learning Accurate Dense Correspondences and When To Trust Them CVPR 2021
CASTing Your Model: Learning To Localize Improves Self-Supervised Representations CVPR 2021
Kaleido-BERT: Vision-Language Pre-Training on Fashion Domain CVPR 2021