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Self-Supervised Learning

8255 directly classified papers

Papers per year

Papers

Corrective In-Context Learning: Evaluating Self-Correction in Large Language Models NAACL 2025
RouteNator: A Router-Based Multi-Modal Architecture for Generating Synthetic Training Data for Function Calling LLMs NAACL 2025
Optimizing Cost-Efficiency with LLM-Generated Training Data for Conversational Semantic Frame Analysis NAACL 2025
Wenzhou Dialect Speech to Mandarin Text Conversion NAACL 2025
Punctuation Restoration Improves Structure Understanding without Supervision NAACL 2025
Know Thyself: Validating Knowledge Awareness of LLM-based Persona Agents NAACL 2025
Will the Prince Get True Love’s Kiss? On the Model Sensitivity to Gender Perturbation over Fairytale Texts NAACL 2025
Modeling the Evolution of English Noun Compounds with Feature-Rich Diachronic Compositionality Prediction ACL 2025
U-ViLAR: Uncertainty-Aware Visual Localization for Autonomous Driving via Differentiable Association and Registration ICCV 2025
SHuBERT: Self-Supervised Sign Language Representation Learning via Multi-Stream Cluster Prediction ACL 2025
Learning Valid Dual Bounds in Constraint Programming: Boosted Lagrangian Decomposition with Self-Supervised Learning AAAI 2025
Light-R1: Curriculum SFT, DPO and RL for Long COT from Scratch and Beyond ACL 2025
Ensemble Foreground Management for Unsupervised Object Discovery ICCV 2025
Failing Forward: Improving Generative Error Correction for ASR with Synthetic Data and Retrieval Augmentation ACL 2025
Adaptive Dataset Quantization AAAI 2025
PersonaX: A Recommendation Agent-Oriented User Modeling Framework for Long Behavior Sequence ACL 2025
Pretrained Reversible Generation as Unsupervised Visual Representation Learning ICCV 2025
I see what you mean: Co-Speech Gestures for Reference Resolution in Multimodal Dialogue ACL 2025
DeGauss: Dynamic-Static Decomposition with Gaussian Splatting for Distractor-free 3D Reconstruction ICCV 2025
Sparse Rewards Can Self-Train Dialogue Agents ACL 2025
GRAIN: Multi-Granular and Implicit Information Aggregation Graph Neural Network for Heterophilous Graphs AAAI 2025
Decoder-Only LLMs can be Masked Auto-Encoders ACL 2025
Tokenphormer: Structure-aware Multi-token Graph Transformer for Node Classification AAAI 2025
ScanEZ: Integrating Cognitive Models with Self-Supervised Learning for Spatiotemporal Scanpath Prediction ACL 2025
Rethinking Transformer-Based Blind-Spot Network for Self-Supervised Image Denoising AAAI 2025