Visual Storytelling

22 papers with code • 1 benchmarks • 3 datasets

( Image credit: No Metrics Are Perfect )

Most implemented papers

No Metrics Are Perfect: Adversarial Reward Learning for Visual Storytelling

littlekobe/AREL ACL 2018

Though impressive results have been achieved in visual captioning, the task of generating abstract stories from photo streams is still a little-tapped problem.

GLAC Net: GLocal Attention Cascading Networks for Multi-image Cued Story Generation

tkim-snu/GLACNet 28 May 2018

The task of multi-image cued story generation, such as visual storytelling dataset (VIST) challenge, is to compose multiple coherent sentences from a given sequence of images.

Contextualize, Show and Tell: A Neural Visual Storyteller

dianaglzrico/neural-visual-storyteller 3 Jun 2018

We present a neural model for generating short stories from image sequences, which extends the image description model by Vinyals et al. (Vinyals et al., 2015).

AESOP: Abstract Encoding of Stories, Objects, and Pictures

adobe-research/aesop ICCV 2021

Visual storytelling and story comprehension are uniquely human skills that play a central role in how we learn about and experience the world.

Visual Storytelling

Pendulibrium/ai-visual-storytelling-seq2seq NAACL 2016

We introduce the first dataset for sequential vision-to-language, and explore how this data may be used for the task of visual storytelling.

Discourse Parsing in Videos: A Multi-modal Appraoch

arjunakula/Visual-Discourse-Parsing 6 Mar 2019

We propose the task of Visual Discourse Parsing, which requires understanding discourse relations among scenes in a video.

Knowledgeable Storyteller: A Commonsense-Driven Generative Model for Visual Storytelling

lancopku/CVST IJCAI 2019 2019

The visual storytelling (VST) task aims at generating a reasonable and coherent paragraph-level story with the image stream as input.

Visual Story Post-Editing

tingyaohsu/VIST-Edit ACL 2019

We introduce the first dataset for human edits of machine-generated visual stories and explore how these collected edits may be used for the visual story post-editing task.

Informative Visual Storytelling with Cross-modal Rules

passerby233/VSCMR-Visual-Storytelling-with-Corss-Modal-Rules 7 Jul 2019

To solve this problem, we propose a method to mine the cross-modal rules to help the model infer these informative concepts given certain visual input.

What Makes A Good Story? Designing Composite Rewards for Visual Storytelling

JunjieHu/ReCo-RL 11 Sep 2019

Previous storytelling approaches mostly focused on optimizing traditional metrics such as BLEU, ROUGE and CIDEr.