Browse > Visual Entailment

Visual Entailment

3 papers with code ·

Leaderboards

Greatest papers with code

UNITER: UNiversal Image-TExt Representation Learning

25 Sep 2019ChenRocks/UNITER

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

20 Jan 2019necla-ml/SNLI-VE

We evaluate various existing VQA baselines and build a model called Explainable Visual Entailment (EVE) system to address the VE task.

NATURAL LANGUAGE INFERENCE QUESTION ANSWERING VISUAL ENTAILMENT VISUAL QUESTION ANSWERING VISUAL REASONING

Visual Entailment Task for Visually-Grounded Language Learning

26 Nov 2018necla-ml/SNLI-VE

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