Self-Supervised Learning

DAP: Detection-Aware Pre-Training With Weak Supervision CVPR 2021 DAST: Unsupervised Domain Adaptation in Semantic Segmentation Based on Discriminator Attention and Self-Training AAAI 2021 DATE: Detecting Anomalies in Text via Self-Supervision of Transformers NAACL 2021 DCT-SNN: Using DCT To Distribute Spatial Information Over Time for Low-Latency Spiking Neural Networks ICCV 2021 DecAug: Out-of-Distribution Generalization via Decomposed Feature Representation and Semantic Augmentation AAAI 2021 Decision-Focused Summarization EMNLP 2021 DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations ACL 2021 Deep Analysis of CNN-Based Spatio-Temporal Representations for Action Recognition CVPR 2021 Deep Contextual Clinical Prediction with Reverse Distillation AAAI 2021 Deep Extrapolation for Attribute-Enhanced Generation NeurIPS 2021 Deep Lesion Tracker: Monitoring Lesions in 4D Longitudinal Imaging Studies CVPR 2021 Deep Metric Learning with Graph Consistency AAAI 2021 Deep Metric Learning with Self-Supervised Ranking AAAI 2021 Deep Probabilistic Imaging: Uncertainty Quantification and Multi-modal Solution Characterization for Computational Imaging AAAI 2021 Deep Semantic Dictionary Learning for Multi-label Image Classification AAAI 2021 Deep Stable Learning for Out-of-Distribution Generalization CVPR 2021 Deep Structural Contrastive Subspace Clustering ACML 2021 DeepSurfels: Learning Online Appearance Fusion CVPR 2021 Demonstration of the EMPATHIC Framework for Task Learning from Implicit Human Feedback AAAI 2021 Denoise and Contrast for Category Agnostic Shape Completion CVPR 2021 Dense Contrastive Learning for Self-Supervised Visual Pre-Training CVPR 2021 DepthInSpace: Exploitation and Fusion of Multiple Video Frames for Structured-Light Depth Estimation ICCV 2021 De-Rendering the World's Revolutionary Artefacts CVPR 2021 Deriving Word Vectors from Contextualized Language Models using Topic-Aware Mention Selection ACL 2021 DetCo: Unsupervised Contrastive Learning for Object Detection ICCV 2021