Self-Supervised Learning

GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval NAACL 2022 Gradient-Based Novelty Detection Boosted by Self-Supervised Binary Classification AAAI 2022 GrainSpace: A Large-Scale Dataset for Fine-Grained and Domain-Adaptive Recognition of Cereal Grains CVPR 2022 GraphDIVE: Graph Classification by Mixture of Diverse Experts IJCAI 2022 GraphFM: Improving Large-Scale GNN Training via Feature Momentum ICML 2022 Graph Neural Architecture Search Under Distribution Shifts ICML 2022 Graph Pre-training for AMR Parsing and Generation ACL 2022 Graph Self-supervised Learning with Accurate Discrepancy Learning NeurIPS 2022 Graph-Wise Common Latent Factor Extraction for Unsupervised Graph Representation Learning AAAI 2022 Green Hierarchical Vision Transformer for Masked Image Modeling NeurIPS 2022 GRELEN: Multivariate Time Series Anomaly Detection from the Perspective of Graph Relational Learning IJCAI 2022 Grounding Aleatoric Uncertainty for Unsupervised Environment Design NeurIPS 2022 GroupViT: Semantic Segmentation Emerges From Text Supervision CVPR 2022 Grow and Merge: A Unified Framework for Continuous Categories Discovery NeurIPS 2022 Guiding Generative Language Models for Data Augmentation in Few-Shot Text Classification EMNLP 2022 Hallucinated but Factual! Inspecting the Factuality of Hallucinations in Abstractive Summarization ACL 2022 Hamiltonian Latent Operators for content and motion disentanglement in image sequences NeurIPS 2022 Handwritten Mathematical Expression Recognition via Attention Aggregation Based Bi-directional Mutual Learning AAAI 2022 HCSC: Hierarchical Contrastive Selective Coding CVPR 2022 Hierarchically Decoupled Spatial-Temporal Contrast for Self-Supervised Video Representation Learning WACV 2022 Hierarchical Proxy-Based Loss for Deep Metric Learning WACV 2022 Hierarchical Self-Supervised Representation Learning for Movie Understanding CVPR 2022 HierSpeech: Bridging the Gap between Text and Speech by Hierarchical Variational Inference using Self-supervised Representations for Speech Synthesis NeurIPS 2022 High-Fidelity GAN Inversion for Image Attribute Editing CVPR 2022 High-Resolution Image Synthesis With Latent Diffusion Models CVPR 2022