Self-Supervised Learning

SimMTM: A Simple Pre-Training Framework for Masked Time-Series Modeling NeurIPS 2023 SimpleNet: A Simple Network for Image Anomaly Detection and Localization CVPR 2023 Sketch2Saliency: Learning To Detect Salient Objects From Human Drawings CVPR 2023 SkyEye: Self-Supervised Bird's-Eye-View Semantic Mapping Using Monocular Frontal View Images CVPR 2023 SMOC-Net: Leveraging Camera Pose for Self-Supervised Monocular Object Pose Estimation CVPR 2023 Soft Augmentation for Image Classification CVPR 2023 Some Voices are Too Common: Building Fair Speech Recognition Systems Using the CommonVoice Dataset Interspeech 2023 Sound to Visual Scene Generation by Audio-to-Visual Latent Alignment CVPR 2023 SPARF: Neural Radiance Fields From Sparse and Noisy Poses CVPR 2023 SparseMAE: Sparse Training Meets Masked Autoencoders ICCV 2023 Spatially Adaptive Self-Supervised Learning for Real-World Image Denoising CVPR 2023 Spatial-Spectral Transformer for Hyperspectral Image Denoising AAAI 2023 Spatial-Then-Temporal Self-Supervised Learning for Video Correspondence CVPR 2023 Spatio-Focal Bidirectional Disparity Estimation From a Dual-Pixel Image CVPR 2023 Spatiotemporal Self-Supervised Learning for Point Clouds in the Wild CVPR 2023 Spatio-Temporal Self-Supervised Learning for Traffic Flow Prediction AAAI 2023 Speaking Style Conversion in the Waveform Domain Using Discrete Self-Supervised Units EMNLP 2023 Speech Synthesis with Self-Supervisedly Learnt Prosodic Representations Interspeech 2023 Speech-to-Speech Translation for a Real-world Unwritten Language ACL 2023 SSP: Self-Supervised Post-training for Conversational Search ACL 2023 StableRep: Synthetic Images from Text-to-Image Models Make Strong Visual Representation Learners NeurIPS 2023 Stare at What You See: Masked Image Modeling Without Reconstruction CVPR 2023 StepFormer: Self-Supervised Step Discovery and Localization in Instructional Videos CVPR 2023 STREAMER: Streaming Representation Learning and Event Segmentation in a Hierarchical Manner NeurIPS 2023 StrucTexTv2: Masked Visual-Textual Prediction for Document Image Pre-training ICLR 2023