Self-Supervised Learning

Single-View Graph Contrastive Learning with Soft Neighborhood Awareness AAAI 2025 Skeleton Motion Words for Unsupervised Skeleton-Based Temporal Action Segmentation ICCV 2025 SkySense-O: Towards Open-World Remote Sensing Interpretation with Vision-Centric Visual-Language Modeling CVPR 2025 SLASH: Self-Supervised Speech Pitch Estimation Leveraging DSP-derived Absolute Pitch Interspeech 2025 SmartEraser: Remove Anything from Images using Masked-Region Guidance CVPR 2025 SMILE: Infusing Spatial and Motion Semantics in Masked Video Learning CVPR 2025 Soft Self-labeling and Potts Relaxations for Weakly-supervised Segmentation CVPR 2025 Soft Separation and Distillation: Toward Global Uniformity in Federated Unsupervised Learning ICCV 2025 Solving Instance Detection from an Open-World Perspective CVPR 2025 Sonata: Self-Supervised Learning of Reliable Point Representations CVPR 2025 SoundBrush: Sound as a Brush for Visual Scene Editing AAAI 2025 Sounding Like a Winner? Prosodic Differences in Post-Match Interviews Interspeech 2025 SpatialDreamer: Self-supervised Stereo Video Synthesis from Monocular Input CVPR 2025 SpatialTrackerV2: Advancing 3D Point Tracking with Explicit Camera Motion ICCV 2025 Spatiotemporal Blind-Spot Network with Calibrated Flow Alignment for Self-Supervised Video Denoising AAAI 2025 SpatioTemporal Learning for Human Pose Estimation in Sparsely-Labeled Videos AAAI 2025 SPC-GS: Gaussian Splatting with Semantic-Prompt Consistency for Indoor Open-World Free-view Synthesis from Sparse Inputs CVPR 2025 Spectral Informed Mamba for Robust Point Cloud Processing CVPR 2025 SpeHeaTal: A Cluster-Enhanced Segmentation Method for Sperm Morphology Analysis AAAI 2025 SPFT-SQL: Enhancing Large Language Model for Text-to-SQL Parsing by Self-Play Fine-Tuning EMNLP 2025 SplineGS: Robust Motion-Adaptive Spline for Real-Time Dynamic 3D Gaussians from Monocular Video CVPR 2025 Split-and-Combine: Enhancing Style Augmentation for Single Domain Generalization ICCV 2025 SPU-IMR: Self-supervised Arbitrary-scale Point Cloud Upsampling via Iterative Mask-recovery Network AAAI 2025 SSL-STMFormer Self-Supervised Learning Spatio-Temporal Entanglement Transformer for Traffic Flow Prediction AAAI 2025 SSPS: Self-Supervised Positive Sampling for Robust Self-Supervised Speaker Verification Interspeech 2025