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Representation Learning

4516 directly classified papers

Papers per year

Papers

Emergence-Inspired Multi-Granularity Causal Learning AAAI 2025
CLEP: A Novel Contrastive Learning Method for Evolutionary Reentrancy Vulnerability Detection AAAI 2025
ConstStyle: Robust Domain Generalization with Unified Style Transformation ICCV 2025
Asymmetric Cross-Modal Hashing Based on Formal Concept Analysis AAAI 2025
DLF: Disentangled-Language-Focused Multimodal Sentiment Analysis AAAI 2025
Enhancing Fine-Grained Vision-Language Pretraining with Negative Augmented Samples AAAI 2025
What Can We Learn From MIMO Graph Convolutions? IJCAI 2025
Enhancing Long-and Short-Term Representations for Next POI Recommendations via Frequency and Hierarchical Contrastive Learning AAAI 2025
State Feedback Enhanced Graph Differential Equations for Multivariate Time Series Forecasting IJCAI 2025
TimeCHEAT: A Channel Harmony Strategy for Irregularly Sampled Multivariate Time Series Analysis AAAI 2025
Seeing the Unseen: Composing Outliers for Compositional Zero-Shot Learning IJCAI 2025
ConSim: Measuring Concept-Based Explanations’ Effectiveness with Automated Simulatability ACL 2025
Mamba-Based Graph Convolutional Networks: Tackling Over-smoothing with Selective State Space IJCAI 2025
Learning Neural Scene Representation from iToF Imaging ICCV 2025
Towards Cross-modal Backward-compatible Representation Learning for Vision-Language Models ICCV 2025
Towards Fairness with Limited Demographics via Disentangled Learning IJCAI 2025
EDENet: Echo Direction Encoding Network for Place Recognition Based on Ground Penetrating Radar AAAI 2025
Cross-modal Collaborative Representation Learning for Text-to-Image Person Retrieval IJCAI 2025
UniDxMD: Towards Unified Representation for Cross-Modal Unsupervised Domain Adaptation in 3D Semantic Segmentation ICCV 2025
Distributed Cascaded Manifold Hashing Network for Compact Image Set Representation IJCAI 2025
Mitigating Feature Gap for Adversarial Robustness by Feature Disentanglement AAAI 2025
Breaking the Attention Trap in Code LLMs: A Rejection Sampling Approach to Enhance Code Execution Prediction EMNLP 2025
On the Correspondence between the Squared Norm and Information Content in Text Embeddings EMNLP 2025
Seeking Proxy Point via Stable Feature Space for Noisy Correspondence Learning IJCAI 2025
Latent Space Imaging CVPR 2025