Self-Supervised Learning

Contrast and Order Representations for Video Self-Supervised Learning ICCV 2021 Contrasting Contrastive Self-Supervised Representation Learning Pipelines ICCV 2021 Contrasting distinct structured views to learn sentence embeddings EACL 2021 Contrastive Learning of Image Representations With Cross-Video Cycle-Consistency ICCV 2021 Contrastive Self-supervised Learning for Graph Classification AAAI 2021 Contrastive Transformation for Self-supervised Correspondence Learning AAAI 2021 Coreference by Appearance: Visually Grounded Event Coreference Resolution EMNLP 2021 Coupling Macro-Sector-Micro Financial Indicators for Learning Stock Representations with Less Uncertainty AAAI 2021 Cross-Domain Gradient Discrepancy Minimization for Unsupervised Domain Adaptation CVPR 2021 CutPaste: Self-Supervised Learning for Anomaly Detection and Localization CVPR 2021 Cycle Self-Training for Domain Adaptation NeurIPS 2021 Data Efficient Masked Language Modeling for Vision and Language EMNLP 2021 Data-QuestEval: A Referenceless Metric for Data-to-Text Semantic Evaluation EMNLP 2021 DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations ACL 2021 Decoupling Representation Learning from Reinforcement Learning ICML 2021 Deep Context- and Relation-Aware Learning for Aspect-based Sentiment Analysis ACL 2021 Deep Convolutional Dictionary Learning for Image Denoising CVPR 2021 Deep Hybrid Self-Prior for Full 3D Mesh Generation ICCV 2021 Deep Lesion Tracker: Monitoring Lesions in 4D Longitudinal Imaging Studies CVPR 2021 Deep Spiking Neural Network with Neural Oscillation and Spike-Phase Information AAAI 2021 Deep Video Matting via Spatio-Temporal Alignment and Aggregation CVPR 2021 DefSent: Sentence Embeddings using Definition Sentences ACL 2021 Denoise and Contrast for Category Agnostic Shape Completion CVPR 2021 Dense Contrastive Learning for Self-Supervised Visual Pre-Training CVPR 2021 De-Rendering the World's Revolutionary Artefacts CVPR 2021