Representation Learning

Correlation-Attention Masked Temporal Transformer for User Identity Linkage Using Heterogeneous Mobility Data AAAI 2025 Costs and Benefits of AI-Enabled Topic Modeling in P-20 Research: The Case of School Improvement Plans ACL 2025 CoT-based Synthesizer: Enhancing LLM Performance through Answer Synthesis ACL 2025 Cover learning for large-scale topology representation ICML 2025 Critical Forgetting-Based Multi-Scale Disentanglement for Deepfake Detection AAAI 2025 Cross-modal Collaborative Representation Learning for Text-to-Image Person Retrieval IJCAI 2025 Cross-PCR: A Robust Cross-Source Point Cloud Registration Framework AAAI 2025 Cross-View Graph Consistency Learning for Invariant Graph Representations AAAI 2025 Curvature Enhanced Data Augmentation for Regression ICML 2025 CustomCrafter: Customized Video Generation with Preserving Motion and Concept Composition Abilities AAAI 2025 CxGGEC: Construction-Guided Grammatical Error Correction ACL 2025 DALR: Dual-level Alignment Learning for Multimodal Sentence Representation Learning ACL 2025 DARR: A Dual-Branch Arithmetic Regression Reasoning Framework for Solving Machine Number Reasoning AAAI 2025 Dataset Distillation with Neural Characteristic Function: A Minmax Perspective CVPR 2025 DC-Spin: A Speaker-invariant Speech Tokenizer for Spoken Language Models Interspeech 2025 DDJND: Dual Domain Just Noticeable Difference in Multi-Source Content Images with Structural Discrepancy AAAI 2025 De^2Gaze: Deformable and Decoupled Representation Learning for 3D Gaze Estimation CVPR 2025 Debiased Distillation for Consistency Regularization AAAI 2025 Decoupling Training-Free Guided Diffusion by ADMM CVPR 2025 Deep Evidential Hashing for Trustworthy Cross-Modal Retrieval AAAI 2025 Deep Hypergraph Neural Networks with Tight Framelets AAAI 2025 Deep Non-Rigid Structure-from-Motion Revisited: Canonicalization and Sequence Modeling AAAI 2025 Deep Principal Support Vector Machines for Nonlinear Sufficient Dimension Reduction ICML 2025 Deep Representation Learning for Forecasting Recursive and Multi-Relational Events in Temporal Networks AAAI 2025 DefMamba: Deformable Visual State Space Model CVPR 2025