Self-Supervised Learning

MA-RAG: Automating Role Engineering for RESTful APIs with Multi-Head Attention and Retrieval-Augmented Generation IJCAI 2025 Mask and You Shall Receive: Optimizing Masked Language Modeling For Pretraining BabyLMs EMNLP 2025 MaskDGNN: Self-Supervised Dynamic Graph Neural Networks with Activeness-aware Temporal Masking IJCAI 2025 Masked Diffusion Captioning for Visual Feature Learning EMNLP 2025 Masked Language Modeling Becomes Conditional Density Estimation for Tabular Data Synthesis AAAI 2025 [MASK]ED - Language Modeling for Explainable Classification and Disentangling of Socially Unacceptable Discourse. EMNLP 2025 Masked Scene Modeling: Narrowing the Gap Between Supervised and Self-Supervised Learning in 3D Scene Understanding CVPR 2025 Mask-Enhanced Autoregressive Prediction: Pay Less Attention to Learn More ICML 2025 MaskGCT: Zero-Shot Text-to-Speech with Masked Generative Codec Transformer ICLR 2025 Masking meets Supervision: A Strong Learning Alliance CVPR 2025 MathFusion: Enhancing Mathematical Problem-solving of LLM through Instruction Fusion ACL 2025 Math-PUMA: Progressive Upward Multimodal Alignment to Enhance Mathematical Reasoning AAAI 2025 Matrix3D: Large Photogrammetry Model All-in-One CVPR 2025 MAviS: A Multimodal Conversational Assistant For Avian Species EMNLP 2025 M-BRe: Discovering Training Samples for Relation Extraction from Unlabeled Texts with Large Language Models EMNLP 2025 MBTI: Masked Blending Transformers with Implicit Positional Encoding for Frame-rate Agnostic Motion Estimation ICCV 2025 MDBench: A Synthetic Multi-Document Reasoning Benchmark Generated with Knowledge Guidance ACL 2025 MDD-5k: A New Diagnostic Conversation Dataset for Mental Disorders Synthesized via Neuro-Symbolic LLM Agents AAAI 2025 MDPO: Customized Direct Preference Optimization with a Metric-based Sampler for Question and Answer Generation COLING 2025 Measuring Chain of Thought Faithfulness by Unlearning Reasoning Steps EMNLP 2025 MedDiT: A Knowledge-Controlled Diffusion Transformer Framework for Dynamic Medical Image Generation in Virtual Simulated Patient IJCAI 2025 MegaPairs: Massive Data Synthesis for Universal Multimodal Retrieval ACL 2025 Memory Mosaics ICLR 2025 MENTOR: Human Perception-Guided Pretraining for Increased Generalization WACV 2025 MENTOR: Multi-level Self-supervised Learning for Multimodal Recommendation AAAI 2025