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Self-Supervised Learning

8255 directly classified papers

Papers per year

Papers

TabGLM: Tabular Graph Language Model for Learning Transferable Representations Through Multi-Modal Consistency Minimization AAAI 2025
Learning Structural Causal Models from Ordering: Identifiable Flow Models AAAI 2025
BMIP: Bi-directional Modality Interaction Prompt Learning for VLM IJCAI 2025
Differentiable Prompt Learning for Vision Language Models IJCAI 2025
How Do I Do That? Synthesizing 3D Hand Motion and Contacts for Everyday Interactions CVPR 2025
DO-CoLM: Dynamic 3D Conformation Relationships Capture with Self-Adaptive Ordering Molecular Relational Modeling in Language Models IJCAI 2025
Preference Identification by Interaction Overlap for Bundle Recommendation IJCAI 2025
CADCrafter: Generating Computer-Aided Design Models from Unconstrained Images CVPR 2025
Escaping Plato's Cave: Towards the Alignment of 3D and Text Latent Spaces CVPR 2025
VasTSD: Learning 3D Vascular Tree-state Space Diffusion Model for Angiography Synthesis CVPR 2025
FIction: 4D Future Interaction Prediction from Video CVPR 2025
Learning-enabled Polynomial Lyapunov Function Synthesis via High-Accuracy Counterexample-Guided Framework CVPR 2025
Crypto-LLM: Two-Stage Language Model Pre-training with Ciphered and Natural Language Data IJCNLP 2025
DGL: Dynamic Global-Local Information Aggregation for Scalable VRP Generalization with Self-Improvement Learning IJCAI 2025
Improving Visual and Downstream Performance of Low-Light Enhancer with Vision Foundation Models Collaboration CVPR 2025
AutoSSVH: Exploring Automated Frame Sampling for Efficient Self-Supervised Video Hashing CVPR 2025
CheXWorld: Exploring Image World Modeling for Radiograph Representation Learning CVPR 2025
Enhancing Multimodal Protein Function Prediction Through Dual-Branch Dynamic Selection with Reconstructive Pre-Training IJCAI 2025
Decoupling and Reconstructing: A Multimodal Sentiment Analysis Framework Towards Robustness IJCAI 2025
EchoWorld: Learning Motion-Aware World Models for Echocardiography Probe Guidance CVPR 2025
Imputation-free Incomplete Multi-view Clustering via Knowledge Distillation IJCAI 2025
Heterophily-Aware Personalized PageRank for Node Classification IJCAI 2025
SEAL: Semantic Attention Learning for Long Video Representation CVPR 2025
Unleashing the Potential of Consistency Learning for Detecting and Grounding Multi-Modal Media Manipulation CVPR 2025
Conditional Information Bottleneck-Based Multivariate Time Series Forecasting IJCAI 2025