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Self-Supervised Learning

8255 directly classified papers

Papers per year

Papers

Boosting Generative Adversarial Transferability with Self-supervised Vision Transformer Features ICCV 2025
Viewpoint Rosetta Stone: Unlocking Unpaired Ego-Exo Videos for View-invariant Representation Learning CVPR 2025
Scaling Language-Free Visual Representation Learning ICCV 2025
GFlowVLM: Enhancing Multi-step Reasoning in Vision-Language Models with Generative Flow Networks CVPR 2025
SFDM: Robust Decomposition of Geometry and Reflectance for Realistic Face Rendering from Sparse-view Images CVPR 2025
Consistency-aware Self-Training for Iterative-based Stereo Matching CVPR 2025
Masked Language Modeling Becomes Conditional Density Estimation for Tabular Data Synthesis AAAI 2025
Escaping Plato's Cave: Towards the Alignment of 3D and Text Latent Spaces CVPR 2025
Intent Oriented Contrastive Learning for Sequential Recommendation AAAI 2025
CoDeR: Counterfactual Demand Reasoning for Sequential Recommendation AAAI 2025
Structure Balance and Gradient Matching-Based Signed Graph Condensation AAAI 2025
Personalized Federated Learning for Spatio-Temporal Forecasting: A Dual Semantic Alignment-Based Contrastive Approach AAAI 2025
SSL-STMFormer Self-Supervised Learning Spatio-Temporal Entanglement Transformer for Traffic Flow Prediction AAAI 2025
LOHA: Direct Graph Spectral Contrastive Learning Between Low-Pass and High-Pass Views AAAI 2025
GRAIN: Multi-Granular and Implicit Information Aggregation Graph Neural Network for Heterophilous Graphs AAAI 2025
Touch2Shape: Touch-Conditioned 3D Diffusion for Shape Exploration and Reconstruction CVPR 2025
MENTOR: Multi-level Self-supervised Learning for Multimodal Recommendation AAAI 2025
ST-ReP: Learning Predictive Representations Efficiently for Spatial-Temporal Forecasting AAAI 2025
Tokenphormer: Structure-aware Multi-token Graph Transformer for Node Classification AAAI 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
CYCLE-INSTRUCT: Fully Seed-Free Instruction Tuning via Dual Self-Training and Cycle Consistency EMNLP 2025
Debiased Active Learning with Variational Gradient Rectifier AAAI 2025
MusKGC: A Flexible Multi-source Knowledge Enhancement Framework for Open-World Knowledge Graph Completion EMNLP 2025
CDW-CoT: Clustered Distance-Weighted Chain-of-Thoughts Reasoning AAAI 2025