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Self-Supervised Learning

2959 directly classified papers

Papers per year

Papers

D3VO: Deep Depth, Deep Pose and Deep Uncertainty for Monocular Visual Odometry CVPR 2020
SG-NN: Sparse Generative Neural Networks for Self-Supervised Scene Completion of RGB-D Scans CVPR 2020
BiDet: An Efficient Binarized Object Detector CVPR 2020
Self2Self With Dropout: Learning Self-Supervised Denoising From Single Image CVPR 2020
PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models CVPR 2020
Unsupervised Adaptation of Question Answering Systems via Generative Self-training EMNLP 2020
Analogous Process Structure Induction for Sub-event Sequence Prediction EMNLP 2020
An Unsupervised Sentence Embedding Method by Mutual Information Maximization EMNLP 2020
HERO: Hierarchical Encoder for Video+Language Omni-representation Pre-training EMNLP 2020
Vokenization: Improving Language Understanding with Contextualized, Visual-Grounded Supervision EMNLP 2020
MultiCQA: Zero-Shot Transfer of Self-Supervised Text Matching Models on a Massive Scale EMNLP 2020
Reusing a Pretrained Language Model on Languages with Limited Corpora for Unsupervised NMT EMNLP 2020
Learning to Contrast the Counterfactual Samples for Robust Visual Question Answering EMNLP 2020
Learning from Context or Names? An Empirical Study on Neural Relation Extraction EMNLP 2020
SelfORE: Self-supervised Relational Feature Learning for Open Relation Extraction EMNLP 2020
SSCR: Iterative Language-Based Image Editing via Self-Supervised Counterfactual Reasoning EMNLP 2020
TNT: Text Normalization based Pre-training of Transformers for Content Moderation EMNLP 2020
Unsupervised Parsing with S-DIORA: Single Tree Encoding for Deep Inside-Outside Recursive Autoencoders EMNLP 2020
Affective Event Classification with Discourse-enhanced Self-training EMNLP 2020
Better Highlighting: Creating Sub-Sentence Summary Highlights EMNLP 2020
Multi-Stage Pre-training for Automated Chinese Essay Scoring EMNLP 2020
SentiLARE: Sentiment-Aware Language Representation Learning with Linguistic Knowledge EMNLP 2020
A Self-Refinement Strategy for Noise Reduction in Grammatical Error Correction EMNLP 2020
A Study in Improving BLEU Reference Coverage with Diverse Automatic Paraphrasing EMNLP 2020
Hybrid Emoji-Based Masked Language Models for Zero-Shot Abusive Language Detection EMNLP 2020