Self-Supervised Learning

Focus on the Positives: Self-Supervised Learning for Biodiversity Monitoring ICCV 2021 Forecasting Irreversible Disease via Progression Learning CVPR 2021 For self-supervised learning, Rationality implies generalization, provably ICLR 2021 Fostering Generalization in Single-View 3D Reconstruction by Learning a Hierarchy of Local and Global Shape Priors CVPR 2021 Fourier Space Losses for Efficient Perceptual Image Super-Resolution ICCV 2021 From Canonical Correlation Analysis to Self-supervised Graph Neural Networks NeurIPS 2021 From Local Structures to Size Generalization in Graph Neural Networks ICML 2021 Frustratingly Simple Pretraining Alternatives to Masked Language Modeling EMNLP 2021 Fully Self-Supervised Class Awareness in Dense Object Descriptors CoRL 2021 Gaining Insight into SARS-CoV-2 Infection and COVID-19 Severity Using Self-supervised Edge Features and Graph Neural Networks AAAI 2021 GAN2GAN: Generative Noise Learning for Blind Denoising with Single Noisy Images ICLR 2021 GANDALF: a General Character Name Description Dataset for Long Fiction EMNLP 2021 Generalising to German Plural Noun Classes, from the Perspective of a Recurrent Neural Network CoNLL 2021 Generalized Adversarially Learned Inference AAAI 2021 Generalized Domain Adaptation CVPR 2021 Generalized Multimodal ELBO ICLR 2021 Generate Your Counterfactuals: Towards Controlled Counterfactual Generation for Text AAAI 2021 Generating Datasets with Pretrained Language Models EMNLP 2021 Generating Relevant and Coherent Dialogue Responses using Self-Separated Conditional Variational AutoEncoders ACL 2021 Generating Self-Contained and Summary-Centric Question Answer Pairs via Differentiable Reward Imitation Learning EMNLP 2021 Generative Adversarial Networks for Markovian Temporal Dynamics: Stochastic Continuous Data Generation ICML 2021 Generic Neural Architecture Search via Regression NeurIPS 2021 Geography-Aware Self-Supervised Learning ICCV 2021 GeomCA: Geometric Evaluation of Data Representations ICML 2021 Geometric Unsupervised Domain Adaptation for Semantic Segmentation ICCV 2021