1919Causality-Group

For Freshman

Paper list

Latest Progres in Style Shift

PACS N Sketch

Some Tools

• Transferability Estimation: TransRate
• Dataset Distance: OTDD

Analysis

• Assaying Out-Of-Distribution Generalization in Transfer Learning
• A Fine-Grained Analysis on Distribution Shift

Papers on Efficient Model Adaptation

• [CoOp] Learning to Prompt for Vision-Language Models.

  Kaiyang Zhou, Jingkang Yang, Chen Change Loy, Ziwei Liu.

  IJCV 2022 [paper] [code] [digest]

• [CoCoOp] Conditional Prompt Learning for Vision-Language Models.

  Kaiyang Zhou, Jingkang Yang, Chen Change Loy, Ziwei Liu.

  CVPR 2022 [paper] [code] [digest]

Domain Adaptation from Causality Perspective

Paper list