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Representation Learning

18863 directly classified papers

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Papers

Computation Mechanism Behind LLM Position Generalization ACL 2025
Unsupervised Feature Transformation via In-context Generation, Generator-critic LLM Agents, and Duet-play Teaming IJCAI 2025
Channel Consistency Prior and Self-Reconstruction Strategy Based Unsupervised Image Deraining CVPR 2025
GIIFT: Graph-guided Inductive Image-free Multimodal Machine Translation EMNLP 2025
Balancing User-Item Structure and Interaction with Large Language Models and Optimal Transport for Multimedia Recommendation IJCAI 2025
DO-CoLM: Dynamic 3D Conformation Relationships Capture with Self-Adaptive Ordering Molecular Relational Modeling in Language Models IJCAI 2025
When Domain Generalization meets Generalized Category Discovery: An Adaptive Task-Arithmetic Driven Approach CVPR 2025
Balancing Diversity and Risk in LLM Sampling: How to Select Your Method and Parameter for Open-Ended Text Generation ACL 2025
A Simple yet Effective Hypergraph Clustering Network IJCAI 2025
A Hubness Perspective on Representation Learning for Graph-Based Multi-View Clustering CVPR 2025
Query Efficient Black-Box Visual Prompting with Subspace Learning CVPR 2025
Targeted Source Text Editing for Machine Translation: Exploiting Quality Estimators and Large Language Models EMNLP 2025
Information-Theoretic Generative Clustering of Documents AAAI 2025
A Compact Model for Mathematics Problem Representations Distilled from BERT AAAI 2025
BridgeVoC: Neural Vocoder with Schrödinger Bridge IJCAI 2025
DGCPL: Dual Graph Distillation for Concept Prerequisite Relation Learning IJCAI 2025
IDEA: Inverted Text with Cooperative Deformable Aggregation for Multi-modal Object Re-Identification CVPR 2025
PDDFormer: Pairwise Distance Distribution Graph Transformer for Crystal Material Property Prediction IJCAI 2025
DeCo: Defect-Aware Modeling with Contrasting Matching for Optimizing Task Assignment in Online IC Testing IJCAI 2025
SAMBLE: Shape-Specific Point Cloud Sampling for an Optimal Trade-Off Between Local Detail and Global Uniformity CVPR 2025
Learning 4D Panoptic Scene Graph Generation from Rich 2D Visual Scene CVPR 2025
ControlSpeech: Towards Simultaneous and Independent Zero-shot Speaker Cloning and Zero-shot Language Style Control ACL 2025
Potential Field Based Deep Metric Learning CVPR 2025
Layered Image Vectorization via Semantic Simplification CVPR 2025
Resolution-Alignment-Completion of Tabular Electronic Health Records via Meta-Path Generative Sampling ACL 2025