Discriminability-Transferability Trade-Off: An Information-Theoretic Perspective.
Quan CuiBingchen ZhaoZhao-Min ChenBorui ZhaoRenjie SongBoyan ZhouJiajun LiangOsamu YoshiePublished in: ECCV (26) (2022)
Keyphrases
- information theoretic
- trade off
- information theory
- mutual information
- theoretic framework
- information bottleneck
- information theoretic measures
- multi modality
- log likelihood
- minimum description length
- relative entropy
- jensen shannon divergence
- kullback leibler divergence
- entropy measure
- image processing
- kl divergence
- computational learning theory
- bregman divergences
- jensen shannon