Self-Supervised Learning

Sticker-TTS: Learn to Utilize Historical Experience with a Sticker-driven Test-Time Scaling Framework EMNLP 2025 STLight: A Fully Convolutional Approach for Efficient Predictive Learning by Spatio-Temporal Joint Processing WACV 2025 Stochastic Deep Restoration Priors for Imaging Inverse Problems ICML 2025 STORM: Spatio-TempOral Reconstruction Model For Large-Scale Outdoor Scenes ICLR 2025 Story Generation with Large Language Models for African Languages ACL 2025 Stratified Domain Adaptation: A Progressive Self-Training Approach for Scene Text Recognition WACV 2025 Strength Estimation and Human-Like Strength Adjustment in Games ICLR 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 Structure Balance and Gradient Matching-Based Signed Graph Condensation AAAI 2025 StruMamba3D: Exploring Structural Mamba for Self-supervised Point Cloud Representation Learning ICCV 2025 StyleKeeper: Prevent Content Leakage using Negative Visual Query Guidance ICCV 2025 Subgraph Information Bottleneck with Causal Dependency for Stable Molecular Relational Learning IJCAI 2025 SUMI-IFL: An Information-Theoretic Framework for Image Forgery Localization with Sufficiency and Minimality Constraints AAAI 2025 SummDiff: Generative Modeling of Video Summarization with Diffusion ICCV 2025 SuperCorrect: Advancing Small LLM Reasoning with Thought Template Distillation and Self-Correction ICLR 2025 SuperEvent: Cross-Modal Learning of Event-based Keypoint Detection for SLAM ICCV 2025 Superficial Self-Improved Reasoners Benefit from Model Merging EMNLP 2025 SuPreME: A Supervised Pre-training Framework for Multimodal ECG Representation Learning EMNLP 2025 SV-data2vec: Guiding Video Representation Learning with Latent Skeleton Targets WACV 2025 SVIP: Semantically Contextualized Visual Patches for Zero-Shot Learning ICCV 2025 SwinIA: Self-Supervised Blind-Spot Image Denoising without Convolutions WACV 2025 Sylber: Syllabic Embedding Representation of Speech from Raw Audio ICLR 2025 SyllableLM: Learning Coarse Semantic Units for Speech Language Models ICLR 2025 SymmCD: Symmetry-Preserving Crystal Generation with Diffusion Models ICLR 2025