Visual Entailment
Leaderboards
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Greatest papers with code
UNITER: UNiversal Image-TExt Representation Learning
• ChenRocks/UNITER
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Different from previous work that applies joint random masking to both modalities, we use conditional masking on pre-training tasks (i. e., masked language/region modeling is conditioned on full observation of image/text).
LANGUAGE MODELLING QUESTION ANSWERING REPRESENTATION LEARNING TEXT MATCHING VISUAL COMMONSENSE REASONING VISUAL ENTAILMENT VISUAL QUESTION ANSWERING
Visual Entailment: A Novel Task for Fine-Grained Image Understanding
We evaluate various existing VQA baselines and build a model called Explainable Visual Entailment (EVE) system to address the VE task.
SOTA for Visual Entailment on SNLI-VE val
NATURAL LANGUAGE INFERENCE QUESTION ANSWERING VISUAL ENTAILMENT VISUAL QUESTION ANSWERING VISUAL REASONING
Visual Entailment Task for Visually-Grounded Language Learning
We introduce a new inference task - Visual Entailment (VE) - which differs from traditional Textual Entailment (TE) tasks whereby a premise is defined by an image, rather than a natural language sentence as in TE tasks.
NATURAL LANGUAGE INFERENCE QUESTION ANSWERING VISUAL ENTAILMENT VISUAL QUESTION ANSWERING