Self-Supervised Learning

How Well Do Self-Supervised Models Transfer? CVPR 2021 HR-Depth: High Resolution Self-Supervised Monocular Depth Estimation AAAI 2021 Human Detection and Segmentation via Multi-View Consensus ICCV 2021 Humor Knowledge Enriched Transformer for Understanding Multimodal Humor AAAI 2021 IDOL: Inertial Deep Orientation-Estimation and Localization AAAI 2021 IEPT: Instance-Level and Episode-Level Pretext Tasks for Few-Shot Learning ICLR 2021 iFacetSum: Coreference-based Interactive Faceted Summarization for Multi-Document Exploration EMNLP 2021 Im2Vec: Synthesizing Vector Graphics Without Vector Supervision CVPR 2021 Imitation by Predicting Observations ICML 2021 Improved Consistency Regularization for GANs AAAI 2021 Improved Latent Tree Induction with Distant Supervision via Span Constraints EMNLP 2021 Improved Mutual Information Estimation AAAI 2021 Improve Unsupervised Pretraining for Few-Label Transfer ICCV 2021 Improving Accent Identification and Accented Speech Recognition Under a Framework of Self-Supervised Learning Interspeech 2021 Improving Aerial Instance Segmentation in the Dark with Self-Supervised Low Light Enhancement (Student Abstract) AAAI 2021 Improving Coherence and Consistency in Neural Sequence Models with Dual-System, Neuro-Symbolic Reasoning NeurIPS 2021 Improving Context-Aware Neural Machine Translation with Source-side Monolingual Documents IJCAI 2021 Improving Contrastive Learning by Visualizing Feature Transformation ICCV 2021 Improving Contrastive Learning on Imbalanced Data via Open-World Sampling NeurIPS 2021 Improving Distantly-Supervised Named Entity Recognition with Self-Collaborative Denoising Learning EMNLP 2021 Improving Encoder by Auxiliary Supervision Tasks for Table-to-Text Generation ACL 2021 Improving Faithfulness in Abstractive Summarization with Contrast Candidate Generation and Selection NAACL 2021 Improving Few-Shot Learning Using Composite Rotation Based Auxiliary Task WACV 2021 Improving Generative Moment Matching Networks with Distribution Partition AAAI 2021 Improving Pretrained Cross-Lingual Language Models via Self-Labeled Word Alignment ACL 2021