pretext task

Spatial-SSRL: Enhancing Spatial Understanding via Self-Supervised Reinforcement Learning CVPR 2026 VideoSSR: Video Self-Supervised Reinforcement Learning CVPR 2026 PPT: Patch Order Do Matters In Time Series Pretext Task ICLR 2025 Predicting Spectral Information for Self-Supervised Signal Classification IJCAI 2025 Binning as a Pretext Task: Improving Self-Supervised Learning in Tabular Domains ICML 2024 End-to-End (Instance)-Image Goal Navigation through Correspondence as an Emergent Phenomenon ICLR 2024 Monocular Event-Based Vision for Obstacle Avoidance with a Quadrotor CoRL 2024 R-MAE: Regions Meet Masked Autoencoders ICLR 2024 A Survey on Masked Autoencoder for Visual Self-supervised Learning IJCAI 2023 DropPos: Pre-Training Vision Transformers by Reconstructing Dropped Positions NeurIPS 2023 ESPT: A Self-Supervised Episodic Spatial Pretext Task for Improving Few-Shot Learning AAAI 2023 Knowing What To Label for Few Shot Microscopy Image Cell Segmentation WACV 2023 Mixed Autoencoder for Self-Supervised Visual Representation Learning CVPR 2023 Rethinking Out-of-Distribution (OOD) Detection: Masked Image Modeling Is All You Need CVPR 2023 SimFIR: A Simple Framework for Fisheye Image Rectification with Self-supervised Representation Learning ICCV 2023 Unsupervised Audio-Visual Lecture Segmentation WACV 2023 Video Anomaly Detection via Sequentially Learning Multiple Pretext Tasks ICCV 2023 Automated Self-Supervised Learning for Graphs ICLR 2022 Can Pretext-Based Self-Supervised Learning Be Boosted by Downstream Data? A Theoretical Analysis AISTATS 2022 Contrastive Spatio-Temporal Pretext Learning for Self-Supervised Video Representation AAAI 2022 Improving Speech Emotion Recognition Using Self-Supervised Learning with Domain-Specific Audiovisual Tasks Interspeech 2022 Open-Domain Sign Language Translation Learned from Online Video EMNLP 2022 Self-Supervision Enhanced Feature Selection with Correlated Gates ICLR 2022 Conditional Independence for Pretext Task Selection in Self-Supervised Speech Representation Learning Interspeech 2021 IEPT: Instance-Level and Episode-Level Pretext Tasks for Few-Shot Learning ICLR 2021