Vicehd | Popular & Popular

: It uses variational inference (a technique often used in deep generative models) to obtain sparse, non-negative representations of concepts.

: It has been shown to rival or outperform previous models like SPoSE in predicting human behavior and is more consistent across different initializations. 2. Related High-Definition (HD) or Deep Concepts ViceHD

is an approximate Bayesian method used to embed object concepts into a high-dimensional vector space based on human behavioral data (specifically "triplet odd-one-out" tasks). : It uses variational inference (a technique often

: VICE: Variational Interpretable Concept Embeddings (arXiv) . ViceHD

: This work was notably featured at the NeurIPS conference, a premier venue for deep learning research. AI responses may include mistakes. Learn more