Self-Supervised Learning

PLReMix: Combating Noisy Labels with Pseudo-Label Relaxed Contrastive Representation Learning WACV 2025 Point Cloud Mixture-of-Domain-Experts Model for 3D Self-supervised Learning IJCAI 2025 Point Cloud Self-supervised Learning via 3D to Multi-view Masked Learner ICCV 2025 PointGAC: Geometric-Aware Codebook for Masked Point Modeling ICCV 2025 Point-JEPA: A Joint Embedding Predictive Architecture for Self-Supervised Learning on Point Cloud WACV 2025 PointLoRA: Low-Rank Adaptation with Token Selection for Point Cloud Learning CVPR 2025 POINTS-Reader: Distillation-Free Adaptation of Vision-Language Models for Document Conversion EMNLP 2025 POI Recommendation via Multi-Objective Adversarial Imitation Learning AAAI 2025 Political Bias Prediction Models Focus on Source Cues, Not Semantics AAAI 2025 PolyJoin: Semantic Multi-key Joinable Table Search in Data Lakes NAACL 2025 POMP: Pathology-omics Multimodal Pre-training Framework for Cancer Survival Prediction IJCAI 2025 PooDLe🐩: Pooled and dense self-supervised learning from naturalistic videos ICLR 2025 Population Transformer: Learning Population-level Representations of Neural Activity ICLR 2025 PoseStitch-SLT: Linguistically Inspired Pose-Stitching for End-to-End Sign Language Translation EMNLP 2025 Position: An Empirically Grounded Identifiability Theory Will Accelerate Self Supervised Learning Research ICML 2025 Positive2Negative: Breaking the Information-Lossy Barrier in Self-Supervised Single Image Denoising CVPR 2025 Positive Experience Reflection for Agents in Interactive Text Environments ACL 2025 Positive Text Reframing under Multi-strategy Optimization COLING 2025 PPTAgent: Generating and Evaluating Presentations Beyond Text-to-Slides EMNLP 2025 PPT: Patch Order Do Matters In Time Series Pretext Task ICLR 2025 Pre-defined Keypoints Promote Category-level Articulation Pose Estimation via Multi-Modal Alignment IJCAI 2025 Predicting Spectral Information for Self-Supervised Signal Classification IJCAI 2025 Prediction-Based Adaptive Variable Ordering Heuristics for Constraint Satisfaction Problems AAAI 2025 Predict-Optimize-Distill: A Self-Improving Cycle for 4D Object Understanding ICCV 2025 Preference Identification by Interaction Overlap for Bundle Recommendation IJCAI 2025