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Deep Variation-Structured Reinforcement Learning for Visual Relationship and Attribute Detection

Deep Variation-Structured Reinforcement Learning for Visual Relationship and Attribute Detection

Computers still struggle to understand the interdependency of objects in the scene as a whole, e.g., relations between objects or their attributes. Existing methods often ignore global context cues capturing the interactions among different object instances, and can only recognize a handful of types by exhaustively training individual detectors for …