文章目录
- 1. 对比学习
- 1.1. Best of Both Worlds: Multimodal Contrastive Learning with Tabular and Imaging Data
- 1.2. CiCo: Domain-Aware Sign Language Retrieval via Cross-Lingual Contrastive Learning
- 1.3. Dynamic Conceptional Contrastive Learning for Generalized Category Discovery
- 1.4. Dynamic Graph Enhanced Contrastive Learning for Chest X-ray Report Generation
- 1.5. FEND: A Future Enhanced Distribution-Aware Contrastive Learning Framework for Long-tail Trajectory Prediction
- 1.6. MaskCon: Masked Contrastive Learning for Coarse-Labelled Dataset
- 1.7. Positive-Augmented Constrastive Learning for Image and Video Captioning Evaluation
- 1.8. PromptCAL: Contrastive Affinity Learning via Auxiliary Prompts for Generalized Novel Category Discovery
- 1.9. Revisiting Multimodal Representation in Contrastive Learning: From Patch and Token Embeddings to Finite Discrete Tokens
- 1.10. Self-Supervised Image-to-Point Distillation via Semantically Tolerant Contrastive Loss
- 1.11. Twin Contrastive Learning with Noisy Labels
- 2. 增量学习
- 2.1. Class-Incremental Exemplar Compression for Class-Incremental Learning
- 2.2. Dense Network Expansion for Class Incremental Learning
- 2.3. Learning with Fantasy: Semantic-Aware Virtual Contrastive Constraint for Few-Shot Class-Incremental Learning
- 2.4. On the Stability-Plasticity Dilemma of Class-Incremental Learning
- 2.5. PCR: Proxy-based Contrastive Replay for Online Class-Incremental Continual Learning
- 3. 元学习
