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Representation Learning

18863 directly classified papers

Papers per year

Papers

BrainLMM: A Label-Free Framework for Mapping Multi-Semantic Representation in the Human Visual Cortex AAAI 2026
Multilingual Encoder Knows more than You Realize: Shared Weights Pretraining for Extremely Low-Resource Languages ACL 2025
Unsupervised Feature Transformation via In-context Generation, Generator-critic LLM Agents, and Duet-play Teaming IJCAI 2025
Latent Space Imaging CVPR 2025
Partial Colexifications Improve Concept Embeddings ACL 2025
Balancing User-Item Structure and Interaction with Large Language Models and Optimal Transport for Multimedia Recommendation IJCAI 2025
Toward Robust Neural Reconstruction from Sparse Point Sets CVPR 2025
How Do I Do That? Synthesizing 3D Hand Motion and Contacts for Everyday Interactions CVPR 2025
A Relaxed Symmetric Non-negative Matrix Factorization Approach for Community Discovery (Extended Abstract) IJCAI 2025
A Semantic Framework for Neurosymbolic Computation (Abstract Reprint) IJCAI 2025
SF3D: Stable Fast 3D Mesh Reconstruction with UV-unwrapping and Illumination Disentanglement CVPR 2025
FinanceReasoning: Benchmarking Financial Numerical Reasoning More Credible, Comprehensive and Challenging ACL 2025
Preference Identification by Interaction Overlap for Bundle Recommendation IJCAI 2025
Analyzing LLMs’ Knowledge Boundary Cognition Across Languages Through the Lens of Internal Representations ACL 2025
Omni-ID: Holistic Identity Representation Designed for Generative Tasks CVPR 2025
A Selective Re-learning Mechanism for Hyperspectral Fusion Imaging CVPR 2025
BridgeVoC: Neural Vocoder with Schrödinger Bridge IJCAI 2025
DGCPL: Dual Graph Distillation for Concept Prerequisite Relation Learning IJCAI 2025
Foley-Flow: Coordinated Video-to-Audio Generation with Masked Audio-Visual Alignment and Dynamic Conditional Flows CVPR 2025
DeCo: Defect-Aware Modeling with Contrasting Matching for Optimizing Task Assignment in Online IC Testing IJCAI 2025
PDDFormer: Pairwise Distance Distribution Graph Transformer for Crystal Material Property Prediction IJCAI 2025
Towards Explainable and Unprecedented Accuracy in Matching Challenging Finger Crease Patterns CVPR 2025
AutoSSVH: Exploring Automated Frame Sampling for Efficient Self-Supervised Video Hashing CVPR 2025
Towards Stable and Storage-efficient Dataset Distillation: Matching Convexified Trajectory CVPR 2025
Learning Dynamical Coupled Operator For High-dimensional Black-box Partial Differential Equations IJCAI 2025