self-supervised learning

FreeSOLO: Learning To Segment Objects Without Annotations CVPR 2022 From Video to Images: Contrastive Pretraining for Emotion Recognition from Single Image (Student Abstract) AAAI 2022 Fusion of Self-supervised Learned Models for MOS Prediction Interspeech 2022 GanOrCon: Are Generative Models Useful for Few-Shot Segmentation? CVPR 2022 GAN-Supervised Dense Visual Alignment CVPR 2022 Gated2Gated: Self-Supervised Depth Estimation From Gated Images CVPR 2022 Generalizable Person Re-identification via Self-Supervised Batch Norm Test-Time Adaption AAAI 2022 Generalizing Reinforcement Learning through Fusing Self-Supervised Learning into Intrinsic Motivation AAAI 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 Graph Neural Architecture Search Under Distribution Shifts ICML 2022 Graph Self-supervised Learning with Accurate Discrepancy Learning NeurIPS 2022 Green Hierarchical Vision Transformer for Masked Image Modeling NeurIPS 2022 Grow and Merge: A Unified Framework for Continuous Categories Discovery NeurIPS 2022 Hierarchically Decoupled Spatial-Temporal Contrast for Self-Supervised Video Representation 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 How and What To Learn: Taxonomizing Self-Supervised Learning for 3D Action Recognition WACV 2022 How Does SimSiam Avoid Collapse Without Negative Samples? A Unified Understanding with Self-supervised Contrastive Learning ICLR 2022 How Mask Matters: Towards Theoretical Understandings of Masked Autoencoders NeurIPS 2022 How to Find Strong Summary Coherence Measures? A Toolbox and a Comparative Study for Summary Coherence Measure Evaluation COLING 2022 How Well Does Self-Supervised Pre-Training Perform with Streaming Data? ICLR 2022 How Well Do Unsupervised Learning Algorithms Model Human Real-time and Life-long Learning? NeurIPS 2022 Human Hands As Probes for Interactive Object Understanding CVPR 2022 Hybrid Handcrafted and Learnable Audio Representation for Analysis of Speech Under Cognitive and Physical Load Interspeech 2022