Self-Supervised Learning

Self-Supervised Collaborative Information Bottleneck for Text Readability Assessment AAAI 2025 Self-supervised ControlNet with Spatio-Temporal Mamba for Real-world Video Super-resolution CVPR 2025 Self-Supervised Learning for Color Spike Camera Reconstruction CVPR 2025 Self-supervised Learning of Hybrid Part-aware 3D Representations of 2D Gaussians and Superquadrics ICCV 2025 Self-supervised learning of speech representations with Dutch archival data Interspeech 2025 Self-Supervised Learning with Probabilistic Density Labeling for Rainfall Probability Estimation WACV 2025 Self-Supervised Learning with Spectral Low-Rank Prior for Hyperspectral Image Reconstruction WACV 2025 Self-Supervised Models of Speech Processing for Haitian Creole Interspeech 2025 Self-Supervised Monocular 4D Scene Reconstruction for Egocentric Videos ICCV 2025 Self-Supervised Pre-Training with Diffusion Model for Few-Shot Landmark Detection in X-Ray Images WACV 2025 Self-Tuning: Instructing LLMs to Effectively Acquire New Knowledge through Self-Teaching ACL 2025 Semantic-guided Camera Ray Regression for Visual Localization ICCV 2025 Seq2Time: Sequential Knowledge Transfer for Video LLM Temporal Grounding CVPR 2025 Sequential Joint Dependency Aware Human Pose Estimation with State Space Model AAAI 2025 SF2T: Self-supervised Fragment Finetuning of Video-LLMs for Fine-Grained Understanding CVPR 2025 SHEET: A Multi-purpose Open-source Speech Human Evaluation Estimation Toolkit Interspeech 2025 SHIELD: A Self-supervised, Silicosis-focused Hierarchical Imaging Framework for Occupational Lung Disease Diagnosis IJCAI 2025 SHuBERT: Self-Supervised Sign Language Representation Learning via Multi-Stream Cluster Prediction ACL 2025 Sign Language Video Segmentation Using Temporal Boundary Identification ACL 2025 SignMusketeers: An Efficient Multi-Stream Approach for Sign Language Translation at Scale ACL 2025 SignRep: Enhancing Self-Supervised Sign Representations ICCV 2025 SiM3D: Single-instance Multiview Multimodal and Multisetup 3D Anomaly Detection Benchmark ICCV 2025 Similarity Memory Prior is All You Need for Medical Image Segmentation ICCV 2025 Simple and Effective Content Encoder for Singing Voice Conversion via SSL-Embedding Dimension Reduction Interspeech 2025 SimVS: Simulating World Inconsistencies for Robust View Synthesis CVPR 2025