Alternatively, angr rewrites library functions in Python, and hooks the original functions. However, this is far from finished too. As a result, angr cannot support most real world programs. This is also the ma
mscoco ~12000 of the most frequent tokens present in the MSCOCO dataset. laion_bigrams 10000 of the most frequent tokens present in the LAION-400m dataset and 5000 of the most frequent bigrams present in the LAION-400m dataset. A SpLiCE model has the following functions: encode_image(ima...
For each η [0,1], we place a class W (η) of social evaluation functions satisfying the S-concavity as well as the property that an increase in incomes while leaving η-inequality intact raises welfare. We prove that one income distribution dominates another for all social evaluation ...
Concept Generator is written in Python and utilizes Firestore, a cloud-based NoSQL database service, for data management. Folder Structure The project directory is organized as follows: ConceptGenerator.py: The entry point src/: Contains functions for data processing utils/: Holds utility functions...
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The field of explainable artificial intelligence (XAI) aims to bring transparency to today’s powerful but opaque deep learning models. While local XAI methods explain individual predictions in the form of attribution maps, thereby identifying ‘where’
Machine learning Network functions virtualization (NFV) Service awareness Quality of service (QoS) Quality of experience (QoE) Software-defined networks (SDN) 1. Introduction The expected increase in connected devices, the demand for reliable ultra-fast communication, and global industrial automation are...
For humans with both normal language and sensory functions, their mental representations reflect 12 of the 14 conceptual attributes, except for “arousal” and “other-relativity”. Two-tailed signed-rank test with bootstrap sampling, FDR correctedp< 0.001 across all attributes (Figure 3B). ...
Therefore, sensor functions must be integrated in a space-neutral manner. Furthermore, the application of sensors and other microelectronic components can possibly influence the load capacity or functional properties of the machine element. This results in the need for design calculation methods that ...
Base functions (pyc.nn.functional): intervene: A function to intervene on concept scores. intervene_on_concept_graph: A function to intervene on a concept adjacency matrix (it can be used to perform do-interventions). concept_embedding_mixture: A function to generate a mixture of concept embedd...