self-supervised learning

SSOLE: Rethinking Orthogonal Low-rank Embedding for Self-Supervised Learning ICLR 2025 SSPS: Self-Supervised Positive Sampling for Robust Self-Supervised Speaker Verification Interspeech 2025 State space models, emergence, and ergodicity: How many parameters are needed for stable predictions? L4DC 2025 Stealthy Backdoor Attack in Self-Supervised Learning Vision Encoders for Large Vision Language Models CVPR 2025 ST-GCond: Self-supervised and Transferable Graph Dataset Condensation ICLR 2025 STLight: A Fully Convolutional Approach for Efficient Predictive Learning by Spatio-Temporal Joint Processing WACV 2025 ST-ReP: Learning Predictive Representations Efficiently for Spatial-Temporal Forecasting AAAI 2025 Structure-aware Semantic Discrepancy and Consistency for 3D Medical Image Self-supervised Learning ICCV 2025 StruMamba3D: Exploring Structural Mamba for Self-supervised Point Cloud Representation Learning ICCV 2025 SuperEvent: Cross-Modal Learning of Event-based Keypoint Detection for SLAM ICCV 2025 Supervising Sound Localization by In-the-wild Egomotion CVPR 2025 SuPreME: A Supervised Pre-training Framework for Multimodal ECG Representation Learning EMNLP 2025 SurgicalSemiSeg: A Semi-Supervised Framework for Laparoscopic Image Segmentation MIDL 2025 SV-data2vec: Guiding Video Representation Learning with Latent Skeleton Targets WACV 2025 SVIP: Semantically Contextualized Visual Patches for Zero-Shot Learning ICCV 2025 Sylber: Syllabic Embedding Representation of Speech from Raw Audio ICLR 2025 SyllableLM: Learning Coarse Semantic Units for Speech Language Models ICLR 2025 Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training ICCV 2025 Synthetic Speech Source Tracing using Metric Learning Interspeech 2025 Synthetic-to-Real Self-supervised Robust Depth Estimation via Learning with Motion and Structure Priors CVPR 2025 TabGLM: Tabular Graph Language Model for Learning Transferable Representations Through Multi-Modal Consistency Minimization AAAI 2025 Tackling Dimensional Collapse toward Comprehensive Universal Domain Adaptation ICML 2025 Tactile Beyond Pixels: Multisensory Touch Representations for Robot Manipulation CoRL 2025 TADA: Training-free Attribution and Out-of-Domain Detection of Audio Deepfakes Interspeech 2025 TAEGAN: Revisit GANs for Tabular Data Generation ACML 2025