causal perspective

3 papers

• CMoB: Modality Valuation via Causal Effect for Balanced Multimodal Learning
• Multi-Scale Finetuning for Encoder-based Time Series Foundation Models
• Towards Self-Refinement of Vision-Language Models with Triangular Consistency