Self-Supervised Learning

Rationalize and Align: Enhancing Writing Assistance with Rationale via Self-Training for Improved Alignment ACL 2025 RayZer: A Self-supervised Large View Synthesis Model ICCV 2025 RAZOR: Sharpening Knowledge by Cutting Bias with Unsupervised Text Rewriting AAAI 2025 razreshili at ArchEHR-QA 2025: Contrastive Fine-Tuning for Retrieval-Augmented Biomedical QA ACL 2025 Reasoning-Enhanced Domain-Adaptive Pretraining of Multimodal Large Language Models for Short Video Content Governance EMNLP 2025 Recall with Reasoning: Chain-of-Thought Distillation for Mamba’s Long-Context Memory and Extrapolation EMNLP 2025 Reconciling Stochastic and Deterministic Strategies for Zero-shot Image Restoration using Diffusion Model in Dual CVPR 2025 ReCon: Enhancing True Correspondence Discrimination through Relation Consistency for Robust Noisy Correspondence Learning CVPR 2025 Reconstructing Close Human Interaction with Appearance and Proxemics Reasoning CVPR 2025 Recreating Neural Activity During Speech Production with Language and Speech Model Embeddings Interspeech 2025 Rectification-specific Supervision and Constrained Estimator for Online Stereo Rectification CVPR 2025 Recurrence-Based Vanishing Point Detection WACV 2025 Removing Geometric Bias in One-Class Anomaly Detection with Adaptive Feature Perturbation WACV 2025 RendBEV: Semantic Novel View Synthesis for Self-Supervised Bird's Eye View Segmentation WACV 2025 REPEAT: Improving Uncertainty Estimation in Representation Learning Explainability AAAI 2025 Representation Space Augmentation for Effective Self-Supervised Learning on Tabular Data AAAI 2025 Representing Speech Through Autoregressive Prediction of Cochlear Tokens Interspeech 2025 Rethinking High-speed Image Reconstruction Framework with Spike Camera AAAI 2025 Rethinking Masked Data Reconstruction Pretraining for Strong 3D Action Representation Learning AAAI 2025 Rethinking Pseudo-Label Guided Learning for Weakly Supervised Temporal Action Localization from the Perspective of Noise Correction AAAI 2025 Rethinking Transformer-Based Blind-Spot Network for Self-Supervised Image Denoising AAAI 2025 Revisiting MAE Pre-training for 3D Medical Image Segmentation CVPR 2025 Revisiting Tampered Scene Text Detection in the Era of Generative AI AAAI 2025 RI-MAE: Rotation-Invariant Masked AutoEncoders for Self-Supervised Point Cloud Representation Learning AAAI 2025 RoCo-Sim: Enhancing Roadside Collaborative Perception through Foreground Simulation ICCV 2025