CALM generates and aligns class probability distributions across modalities via class anchors and a cross-modal probabilistic VAE, claiming superior out-of-domain performance on benchmarks.
Expectation-maximization contrastive learn- ing for compact video-and-language representations
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Generative Modeling of Class Probability for Multi-Modal Representation Learning
CALM generates and aligns class probability distributions across modalities via class anchors and a cross-modal probabilistic VAE, claiming superior out-of-domain performance on benchmarks.