PDF Viewer

BUILDER'S SANDBOX

Build This Paper

Use an AI coding agent to implement this research.

OpenAI Codex
OpenAI CodexAI Agent

Lightweight coding agent in your terminal.

Claude Code
Claude CodeAI Agent

Agentic coding tool for terminal workflows.

AntiGravity IDE
AntiGravity IDEScaffolding

AI agent mindset installer and workflow scaffolder.

Cursor
CursorIDE

AI-first code editor built on VS Code.

VS Code
VS CodeIDE

Free, open-source editor by Microsoft.

Estimated $9K - $13K over 6-10 weeks.

See exactly what it costs to build this -- with 3 comparable funded startups.

7-day free trial. Cancel anytime.

Discover the researchers behind this paper and find similar experts.

7-day free trial. Cancel anytime.

References (41)

[1]
ScaleDiff: Higher-Resolution Image Synthesis via Efficient and Model-Agnostic Diffusion
2025S.H. Koh, SeungJu Cha et al.
[2]
Sali4Vid: Saliency-Aware Video Reweighting and Adaptive Caption Retrieval for Dense Video Captioning
2025MinJu Jeon, Si-Woo Kim et al.
[3]
SIDA: Synthetic Image Driven Zero-shot Domain Adaptation
2025Ye-Chan Kim, SeungJu Cha et al.
[4]
SynC: Synthetic Image Caption Dataset Refinement with One-to-many Mapping for Zero-shot Image Captioning
2025Si-Woo Kim, MinJu Jeon et al.
[5]
CatchPhrase: EXPrompt-Guided Encoder Adaptation for Audio-to-Image Generation
2025Hyunwoo Oh, SeungJu Cha et al.
[6]
Event-Equalized Dense Video Captioning
2025Kangyi Wu, Pengna Li et al.
[7]
Qwen3 Technical Report
2025An Yang, Anfeng Li et al.
[8]
ViPCap: Retrieval Text-Based Visual Prompts for Lightweight Image Captioning
2025Taewhan Kim, Soeun Lee et al.
[9]
VerbDiff: Text-Only Diffusion Models with Enhanced Interaction Awareness
2025SeungJu Cha, Kwanyoung Lee et al.
[10]
HiCM2: Hierarchical Compact Memory Modeling for Dense Video Captioning
2024Minkuk Kim, Hyeon Bae Kim et al.
[11]
Implicit Location-Caption Alignment via Complementary Masking for Weakly-Supervised Dense Video Captioning
2024Shiping Ge, Qiang Chen et al.
[12]
IFCap: Image-like Retrieval and Frequency-based Entity Filtering for Zero-shot Captioning
2024Soeun Lee, Si-Woo Kim et al.
[13]
Do You Remember? Dense Video Captioning with Cross-Modal Memory Retrieval
2024Minkuk Kim, Hyeon Bae Kim et al.
[14]
GPT-4 Technical Report
2023OpenAI Josh Achiam, Steven Adler et al.
[15]
Vid2Seq: Large-Scale Pretraining of a Visual Language Model for Dense Video Captioning
2023Antoine Yang, Arsha Nagrani et al.
[16]
Exploiting Auxiliary Caption for Video Grounding
2023Hongxiang Li, Meng Cao et al.
[17]
Large Language Models are Zero-Shot Reasoners
2022Takeshi Kojima, S. Gu et al.
[18]
Chain of Thought Prompting Elicits Reasoning in Large Language Models
2022Jason Wei, Xuezhi Wang et al.
[19]
End-to-End Dense Video Captioning with Parallel Decoding
2021Teng Wang, Ruimao Zhang et al.
[20]
Towards Bridging Event Captioner and Sentence Localizer for Weakly Supervised Dense Event Captioning
2021Shaoxiang Chen, Yu-Gang Jiang

Showing 20 of 41 references

Founder's Pitch

"SAIL enhances video captioning by generating semantically-aware masks for improved event localization and description."

Video CaptioningScore: 6View PDF ↗

Commercial Viability Breakdown

0-10 scale

High Potential

2/4 signals

5

Quick Build

2/4 signals

5

Series A Potential

2/4 signals

5

Sources used for this analysis

arXiv Paper

Full-text PDF analysis of the research paper

GitHub Repository

Code availability, stars, and contributor activity

Citation Network

Semantic Scholar citations and co-citation patterns

Community Predictions

Crowd-sourced unicorn probability assessments

Analysis model: GPT-4o · Last scored: 3/5/2026

Explore the full citation network and related research.

7-day free trial. Cancel anytime.

Understand the commercial significance and market impact.

7-day free trial. Cancel anytime.

Get detailed profiles of the research team.

7-day free trial. Cancel anytime.