Self-Supervised Learning

Unsupervised Degradation Representation Learning for Blind Super-Resolution CVPR 2021 Unsupervised Discovery of the Long-Tail in Instance Segmentation Using Hierarchical Self-Supervision CVPR 2021 Unsupervised Disentanglement of Linear-Encoded Facial Semantics CVPR 2021 Unsupervised Feature Learning by Cross-Level Instance-Group Discrimination CVPR 2021 Unsupervised Learning of Depth and Depth-of-Field Effect From Natural Images With Aperture Rendering Generative Adversarial Networks CVPR 2021 Unsupervised Neural-Based Graph Clustering for Variable-Length Speech Representation Discovery of Zero-Resource Languages Interspeech 2021 Unsupervised Opinion Summarization with Content Planning AAAI 2021 Unsupervised Pronoun Resolution via Masked Noun-Phrase Prediction ACL 2021 Unsupervised Real-World Image Super Resolution via Domain-Distance Aware Training CVPR 2021 Unsupervised Representation Learning via Neural Activation Coding ICML 2021 UnsupervisedR&R: Unsupervised Point Cloud Registration via Differentiable Rendering CVPR 2021 Unsupervised Training of a DNN-Based Formant Tracker Interspeech 2021 Unsupervised Visual Representation Learning by Tracking Patches in Video CVPR 2021 UP-DETR: Unsupervised Pre-Training for Object Detection With Transformers CVPR 2021 UPFlow: Upsampling Pyramid for Unsupervised Optical Flow Learning CVPR 2021 Using Radio Archives for Low-Resource Speech Recognition: Towards an Intelligent Virtual Assistant for Illiterate Users AAAI 2021 VATT: Transformers for Multimodal Self-Supervised Learning from Raw Video, Audio and Text NeurIPS 2021 Vectorization and Rasterization: Self-Supervised Learning for Sketch and Handwriting CVPR 2021 VideoMoCo: Contrastive Video Representation Learning With Temporally Adversarial Examples CVPR 2021 VirTex: Learning Visual Representations From Textual Annotations CVPR 2021 VQMIVC: Vector Quantization and Mutual Information-Based Unsupervised Speech Representation Disentanglement for One-Shot Voice Conversion Interspeech 2021 Vyākarana: A Colorless Green Benchmark for Syntactic Evaluation in Indic Languages EMNLP 2021 Warp Consistency for Unsupervised Learning of Dense Correspondences ICCV 2021 Weakly-Supervised Object Representation Learning for Few-Shot Semantic Segmentation WACV 2021 Weakly Supervised Semantic Segmentation for Large-Scale Point Cloud AAAI 2021