Self-Supervised Learning

OTCXR: Rethinking Self-Supervised Alignment using Optimal Transport for Chest X-ray Analysis WACV 2025 Overcoming Data Scarcity in Named Entity Recognition: Synthetic Data Generation with Large Language Models ACL 2025 Overlapping Context with Variable-Length Stride Increases Diversity when Training Large Language Model for Code ACL 2025 Paragraph-level Error Correction and Explanation Generation: Case Study for Estonian ACL 2025 Parallel-Learning of Invariant and Tempo-variant Attributes of Single-Lead Cardiac Signals: PLITA AAAI 2025 Parrot: A Training Pipeline Enhances Both Program CoT and Natural Language CoT for Reasoning EMNLP 2025 PeriodWave: Multi-Period Flow Matching for High-Fidelity Waveform Generation ICLR 2025 Persistent Homology of Topic Networks for the Prediction of Reader Curiosity ACL 2025 Personalized Federated Learning for Spatio-Temporal Forecasting: A Dual Semantic Alignment-Based Contrastive Approach AAAI 2025 Personalized Generation In Large Model Era: A Survey ACL 2025 Personalized Text Generation with Contrastive Activation Steering ACL 2025 PersonaX: A Recommendation Agent-Oriented User Modeling Framework for Long Behavior Sequence ACL 2025 PhiNets: Brain-inspired Non-contrastive Learning Based on Temporal Prediction Hypothesis ICLR 2025 Phoenix: A Motion-based Self-Reflection Framework for Fine-grained Robotic Action Correction CVPR 2025 Phoneme-Level Feature Discrepancies: A Key to Detecting Sophisticated Speech Deepfakes AAAI 2025 Physics-informed Temporal Alignment for Auto-regressive PDE Foundation Models ICML 2025 Physics-informed Temporal Difference Metric Learning for Robot Motion Planning ICLR 2025 PianoMotion10M: Dataset and Benchmark for Hand Motion Generation in Piano Performance ICLR 2025 PICASSO: A Feed-Forward Framework for Parametric Inference of CAD Sketches via Rendering Self-Supervision WACV 2025 PIPER: Benchmarking and Prompting Event Reasoning Boundary of LLMs via Debiasing-Distillation Enhanced Tuning ACL 2025 PivotAlign: Improve Semi-Supervised Learning by Learning Intra-Class Heterogeneity and Aligning with Pivots WACV 2025 Pixel-level and Semantic-level Adjustable Super-resolution: A Dual-LoRA Approach CVPR 2025 Planar Gaussian Splatting WACV 2025 Playpen: An Environment for Exploring Learning From Dialogue Game Feedback EMNLP 2025 Please Translate Again: Two Simple Experiments on Whether Human-Like Reasoning Helps Translation EMNLP 2025