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Natural Language Visual Grounding

4 papers with code ยท Reasoning

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Latest papers without code

Modularized Textual Grounding for Counterfactual Resilience

CVPR 2019

Computer Vision applications often require a textual grounding module with precision, interpretability, and resilience to counterfactual inputs/queries.

NATURAL LANGUAGE VISUAL GROUNDING PHRASE GROUNDING WEAKLY-SUPERVISED OBJECT LOCALIZATION

Robust Change Captioning

ICCV 2019

We present a novel Dual Dynamic Attention Model (DUDA) to perform robust Change Captioning.

NATURAL LANGUAGE VISUAL GROUNDING

Learning to Assemble Neural Module Tree Networks for Visual Grounding

ICCV 2019

In particular, we develop a novel modular network called Neural Module Tree network (NMTree) that regularizes the visual grounding along the dependency parsing tree of the sentence, where each node is a neural module that calculates visual attention according to its linguistic feature, and the grounding score is accumulated in a bottom-up direction where as needed.

DEPENDENCY PARSING NATURAL LANGUAGE VISUAL GROUNDING SENTENCE EMBEDDING VISUAL REASONING