Self-Supervised Learning

Extracting Chemical-Protein Interactions via Calibrated Deep Neural Network and Self-training EMNLP 2020 Extremely Dense Point Correspondences Using a Learned Feature Descriptor CVPR 2020 FaceScape: A Large-Scale High Quality 3D Face Dataset and Detailed Riggable 3D Face Prediction CVPR 2020 Fact-Aware Sentence Split and Rephrase with Permutation Invariant Training AAAI 2020 Fake news detection for the Russian language COLING 2020 Fast and Robust Face-to-Parameter Translation for Game Character Auto-Creation AAAI 2020 Fast(er) Reconstruction of Shredded Text Documents via Self-Supervised Deep Asymmetric Metric Learning CVPR 2020 Feature Adaptation of Pre-Trained Language Models across Languages and Domains with Robust Self-Training EMNLP 2020 Feature Disentanglement to Aid Imaging Biomarker Characterization for Genetic Mutations MIDL 2020 FELIX: Flexible Text Editing Through Tagging and Insertion EMNLP 2020 FERNet: Fine-grained Extraction and Reasoning Network for Emotion Recognition in Dialogues AACL 2020 Finding Friends and Flipping Frenemies: Automatic Paraphrase Dataset Augmentation Using Graph Theory EMNLP 2020 Fine-grained Image Classification and Retrieval by Combining Visual and Locally Pooled Textual Features WACV 2020 Fine-Grained Image-to-Image Transformation Towards Visual Recognition CVPR 2020 FineGym: A Hierarchical Video Dataset for Fine-Grained Action Understanding CVPR 2020 FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence NeurIPS 2020 Flow2Stereo: Effective Self-Supervised Learning of Optical Flow and Stereo Matching CVPR 2020 Flow-based Intrinsic Curiosity Module IJCAI 2020 Forget About the LiDAR: Self-Supervised Depth Estimators with MED Probability Volumes NeurIPS 2020 From Boltzmann Machines to Neural Networks and Back Again NeurIPS 2020 From Image Collections to Point Clouds With Self-Supervised Shape and Pose Networks CVPR 2020 From Inference to Generation: End-to-end Fully Self-supervised Generation of Human Face from Speech ICLR 2020 Functional Regularization for Representation Learning: A Unified Theoretical Perspective NeurIPS 2020 FX-GAN: Self-Supervised GAN Learning via Feature Exchange WACV 2020 G3AN: Disentangling Appearance and Motion for Video Generation CVPR 2020