discriminative representations
- ADPretrain: Advancing Industrial Anomaly Detection via Anomaly Representation Pretraining
- Contrastive Learning with Data Misalignment: Feature Purity, Training Dynamics and Theoretical Generalization Guarantees
- DAAC: Discrepancy-Aware Adaptive Contrastive Learning for Medical Time series
- Incomplete Multi-view Deep Clustering with Data Imputation and Alignment
- Representation Entanglement for Generation: Training Diffusion Transformers Is Much Easier Than You Think
- Representation Entanglement for Generation: Training Diffusion Transformers Is Much Easier Than You Think
- ScatterAD: Temporal-Topological Scattering Mechanism for Time Series Anomaly Detection
- Theory-Driven Label-Specific Representation for Incomplete Multi-View Multi-Label Learning
- Towards Unsupervised Domain Bridging via Image Degradation in Semantic Segmentation