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Visual Storytelling

( Image credit: No Metrics Are Perfect )

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 101–115 of 115 papers

Title	Date	Tasks	Status	Hype
The Steep Road to Happily Ever After: An Analysis of Current Visual Storytelling Models	Apr 6, 2019	SurveyVisual Storytelling	—Unverified	0
Dixit: Interactive Visual Storytelling via Term Manipulation	Mar 6, 2019	DecoderVisual Storytelling	—Unverified	0
Discourse Parsing in Videos: A Multi-modal Appraoch	Mar 6, 2019	Discourse ParsingVisual Dialog	CodeCode Available	0
On How Users Edit Computer-Generated Visual Stories	Feb 22, 2019	ArticlesDiversity	—Unverified	0
Hierarchical Photo-Scene Encoder for Album Storytelling	Feb 2, 2019	DecoderImage-guided Story Ending Generation	—Unverified	0
A Pipeline for Creative Visual Storytelling	Jul 21, 2018	Visual Storytelling	—Unverified	0
Contextualize, Show and Tell: A Neural Visual Storyteller	Jun 3, 2018	DecoderImage Description	CodeCode Available	0
Neural Event Extraction from Movies Description	Jun 1, 2018	Event ExtractionMachine Translation	—Unverified	0
Using Inter-Sentence Diverse Beam Search to Reduce Redundancy in Visual Storytelling	May 30, 2018	Image to textSentence	—Unverified	0
GLAC Net: GLocal Attention Cascading Networks for Multi-image Cued Story Generation	May 28, 2018	SentenceStory Generation	CodeCode Available	0
Hierarchically Structured Reinforcement Learning for Topically Coherent Visual Story Generation	May 21, 2018	DecoderDeep Reinforcement Learning	—Unverified	0
No Metrics Are Perfect: Adversarial Reward Learning for Visual Storytelling	Apr 24, 2018	Image CaptioningReinforcement Learning	CodeCode Available	0
Hierarchically-Attentive RNN for Album Summarization and Storytelling	Aug 9, 2017	RetrievalVisual Storytelling	—Unverified	0
Storytelling of Photo Stream with Bidirectional Multi-thread Recurrent Neural Network	Jun 2, 2016	Video CaptioningVisual Storytelling	—Unverified	0
Visual Storytelling	Apr 13, 2016	DescriptiveVisual Storytelling	CodeCode Available	0

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Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	GLAC Net	METEOR	30.14	—	Unverified
2	HEGR	BLEU-4	16.7	—	Unverified
3	HBSG	BLEU-4	15.4	—	Unverified
4	IRW	BLEU-4	15.4	—	Unverified
5	CoVS	BLEU-4	15.2	—	Unverified
6	SGEmb	BLEU-4	14.8	—	Unverified
7	SentiStory	BLEU-4	14.8	—	Unverified
8	SGVST	BLEU-4	14.7	—	Unverified
9	INet	BLEU-4	14.7	—	Unverified
10	TAVST (RL)	BLEU-4	14.6	—	Unverified