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Self-Supervised Learning

8255 directly classified papers

Papers per year

Papers

CogDual: Enhancing Dual Cognition of LLMs via Reinforcement Learning with Implicit Rule-Based Rewards EMNLP 2025
Long Chain-of-Thought Fine-tuning via Understanding-to-Reasoning Transition EMNLP 2025
Guaranteeing Out-Of-Distribution Detection in Deep RL via Transition Estimation AAAI 2025
ReMix: Training Generalized Person Re-Identification on a Mixture of Data WACV 2025
Robots Learning Through Physical Interactive Intelligence AAAI 2025
Improving Generalization in Offline Reinforcement Learning via Latent Distribution Representation Learning AAAI 2025
Skill Disentanglement in Reproducing Kernel Hilbert Space AAAI 2025
Contrastive Learning of Image Representations Guided by Spatial Relations WACV 2025
Fine-Tuning on Noisy Instructions: Effects on Generalization and Performance IJCNLP 2025
Improving Sign Language Understanding with a Multi-Stream Masked Autoencoder Trained on ASL Videos IJCNLP 2025
Characterizing Mamba’s Selective Memory using Auto-Encoders IJCNLP 2025
Point-JEPA: A Joint Embedding Predictive Architecture for Self-Supervised Learning on Point Cloud WACV 2025
Acting Beyond Learning: Imagination-Assisted Decision-Making in the Visual-based Multi-Agent Cooperative Scenarios AAAI 2025
CACE: Sim-to-Real Indoor 3D Semantic Segmentation via Context-Aware Augmentation and Consistency Enforcement WACV 2025
Planar Gaussian Splatting WACV 2025
CareBot: A Pioneering Full-Process Open-Source Medical Language Model AAAI 2025
LASS: A Novel and Economical Data Augmentation Framework Based on Language Models for Debiasing Opinion Summarization COLING 2025
Enhancing Discourse Parsing for Local Structures from Social Media with LLM-Generated Data COLING 2025
RISCORE: Enhancing In-Context Riddle Solving in Language Models through Context-Reconstructed Example Augmentation COLING 2025
Open-World Attribute Mining for E-Commerce Products with Multimodal Self-Correction Instruction Tuning ACL 2025
TreeMeshGPT: Artistic Mesh Generation with Autoregressive Tree Sequencing CVPR 2025
Meta-Reflection: A Feedback-Free Reflection Learning Framework ACL 2025
Improving NMT Models by Retrofitting Quality Estimators into Trainable Energy Loss COLING 2025
BELLE: A Bi-Level Multi-Agent Reasoning Framework for Multi-Hop Question Answering ACL 2025
Semantically Conditioned Prompts for Visual Recognition under Missing Modality Scenarios WACV 2025