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Mathematical Analysis
arXiv (Cornell University)
SCoRD: Subject-Conditional Relation Detection with Text-Augmented Data
2023
We propose Subject-Conditional Relation Detection SCoRD, where conditioned on an input subject, the goal is to predict all its relations to other objects in a scene along with their locations. Based on the Open Images dataset, we propose a challenging OIv6-SC…
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Mathematical Analysis

Branch of mathematics

Analysis is the branch of mathematics dealing with continuous functions, limits, and related theories, such as differentiation, integration, measure, infinite sequences, series, and analytic functions.

These theories are usually studied in the context of real and complex numbers and functions. Analysis evolved from calculus, which involves the elementary concepts and techniques of analysis. Analysis may be distinguished from geometry; however, it can be applied to any space of mathematical objects that has a definition of nearness (a topological space) or specific distances between objects (a metric space).

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arXiv (Cornell University)
SCoRD: Subject-Conditional Relation Detection with Text-Augmented Data
2023
We propose Subject-Conditional Relation Detection SCoRD, where conditioned on an input subject, the goal is to predict all its relations to other objects in a scene along with their locations. Based on the Open Images dataset, we propose a challenging OIv6-SCoRD benchmark such that the training and testing splits have a distribution shift in terms of the occurrence statistics of $\langle$subject, relation, object$\rangle$ triplets. To solve this problem, we propose an auto-regressive model that given a subject, it…
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Computer Science
Generalization
Scene Graph
Benchmark (Surveying)
Artificial Intelligence
Object Detection
Theoretical Computer Science
Mathematics
Data Mining
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Geodesy
Rendering (Computer Graphics)
Library Science
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