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Self-Supervised Learning

8255 directly classified papers

Papers per year

Papers

R-PRM: Reasoning-Driven Process Reward Modeling EMNLP 2025
CoPL: Collaborative Preference Learning for Personalizing LLMs EMNLP 2025
START: Self-taught Reasoner with Tools EMNLP 2025
Can LLMs Reason Abstractly Over Math Word Problems Without CoT? Disentangling Abstract Formulation From Arithmetic Computation EMNLP 2025
Point Cloud Self-supervised Learning via 3D to Multi-view Masked Learner ICCV 2025
AFiRe: Anatomy-Driven Self-Supervised Learning for Fine-Grained Representation in Radiographic Images AAAI 2025
Evaluating the Effectiveness and Scalability of LLM-Based Data Augmentation for Retrieval EMNLP 2025
Please Translate Again: Two Simple Experiments on Whether Human-Like Reasoning Helps Translation EMNLP 2025
Bridging the Vision-Brain Gap with an Uncertainty-Aware Blur Prior CVPR 2025
Accounting for Spatial Variability with the Histogram of Oriented Gradients Based Masking Improves Performance of Masked Autoencoder over Hyperspectral Satellite Imagery (Student Abstract) AAAI 2025
Improving Generalization for AI-Synthesized Voice Detection AAAI 2025
Using Next Sentence Prediction to Test ChatGPT’s Text Comprehension (Student Abstract) AAAI 2025
MESC-3D:Mining Effective Semantic Cues for 3D Reconstruction from a Single Image CVPR 2025
UCM-VeID V2: A Richer Dataset and A Pre-training Method for UAV Cross-Modality Vehicle Re-Identification CVPR 2025
BabyLM’s First Words: Word Segmentation as a Phonological Probing Task CONLL 2025
Teaching by Failure: Counter-Example–Driven Curricula for Transformer Self-Improvement IJCNLP 2025
Pre-trained Behavioral Model for Malicious User Prediction on Social Platform AAAI 2025
Hidden Persuasion: Detecting Manipulative Narratives on Social Media During the 2022 Russian Invasion of Ukraine ACL 2025
Geometry in Style: 3D Stylization via Surface Normal Deformation CVPR 2025
TLPIQ at BioLaySumm: Hide and Seq, a FLAN-T5 Model for Biomedical Summarization ACL 2025
Attention-Guided Masked Autoencoders for Learning Image Representations WACV 2025
Sli2Vol+: Segmenting 3D Medical Images Based on an Object Estimation Guided Correspondence Flow Network WACV 2025
DASC-SPT: Towards Self-Supervised Panoramic Semantic Segmentation WACV 2025
Stratified Domain Adaptation: A Progressive Self-Training Approach for Scene Text Recognition WACV 2025
Cognitive Mirroring for DocRE: A Self-Supervised Iterative Reflection Framework with Triplet-Centric Explicit and Implicit Feedback ACL 2025