Fetching the paper…
Reading the bibliography…
We present CineVerse, a novel framework for the task of cinematic scene composition.
Grammar of the Film Language
D. Arijon · 1976
Earlier work this paper cites.
Actions in context
Marcin Marszałek, Ivan Laptev, and Cordelia Schmid · 2009
Earlier work this paper cites.
U-net: Convolutional networks for biomedical image segmentation
Olaf Ronneberger, Philipp Fischer, and Thomas Brox · 2015
Earlier work this paper cites.
Movieqa: Understanding stories in movies through question-answering
Makarand Tapaswi, Yukun Zhu, Rainer Stiefelhagen, Antonio Torralba, Raquel Urtasun, and Sanja Fidler · 2016
Earlier work this paper cites.
Movie description
Anna Rohrbach, Atousa Torabi, Marcus Rohrbach, Niket Tandon, Chris Pal, Hugo Larochelle, Aaron Courville, and Bernt Schiele · 2017
Earlier work this paper cites.
Ava: A video dataset of spatio-temporally localized atomic visual actions
Chunhui Gu, Chen Sun, David A Ross, Carl Vondrick, Caroline Pantofaru, Yeqing Li, Sudheendra Vijayanarasimhan, George Toderici, Susanna Ricco, Rahul Sukthankar, et al · 2018
Earlier work this paper cites.
Thinking like a director: Film editing patterns for virtual cinematographic storytelling
Hui-Yin Wu, Francesca Palù, Roberto Ranon, and Marc Christie · 2018
Earlier work this paper cites.
Storygan: A sequential conditional gan for story visualization
Yitong Li, Zhe Gan, Yelong Shen, Jingjing Liu, Yu Cheng, Yuexin Wu, Lawrence Carin, David Carlson, and Jianfeng Gao · 2019
Earlier work this paper cites.
Denoising diffusion probabilistic models
Jonathan Ho, Ajay Jain, and Pieter Abbeel · 2020
Earlier work this paper cites.
Movienet: A holistic dataset for movie understanding
Qingqiu Huang, Yu Xiong, Anyi Rao, Jiaze Wang, and Dahua Lin · 2020
Earlier work this paper cites.
A unified framework for shot type classification based on subject centric lens
Anyi Rao, Jiaze Wang, Linning Xu, Xuekun Jiang, Qingqiu Huang, Bolei Zhou, and Dahua Lin · 2020
Earlier work this paper cites.
CLIPScore: a reference-free evaluation metric for image captioning
Jack Hessel, Ari Holtzman, Maxwell Forbes, Ronan Le Bras, and Yejin Choi · 2021
Cited alongside, same era.
Cinescale: A dataset of cinematic shot scale in movies
Mattia Savardi, András Bálint Kovács, Alberto Signoroni, and Sergio Benini · 2021
Cited alongside, same era.
The anatomy of video editing: A dataset and benchmark suite for ai-assisted video editing
Dawit Mureja Argaw, Fabian Caba Heilbron, Joon-Young Lee, Markus Woodson, and In So Kweon · 2022
Cited alongside, same era.
Lora: Low-rank adaptation of large language models
Edward J Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen-Zhu, Yuanzhi Li, Shean Wang, Lu Wang, Weizhu Chen, et al · 2022
Cited alongside, same era.
Storydall-e: Adapting pretrained text-to-image transformers for story continuation
Adyasha Maharana, Darryl Hannan, and Mohit Bansal · 2022
Cited alongside, same era.
Dreamsim: Learning new dimensions of human visual similarity using synthetic data
Seed-x: Multimodal models with unified multi-granularity comprehension and generation
Yuying Ge, Sijie Zhao, Jinguo Zhu, Yixiao Ge, Kun Yi, Lin Song, Chen Li, Xiaohan Ding, and Ying Shan · 2024
Later among the works it cites.
Aaron Grattafiori, Abhimanyu Dubey, Abhinav Jauhri, Abhinav Pandey, Abhishek Kadian, Ahmad Al-Dahle, Aiesha Letman, Akhil Mathur, Alan Schelten, Alex Vaughan, et al · 2024
Later among the works it cites.
In-context lora for diffusion transformers
Lianghua Huang, Wei Wang, Zhi-Fan Wu, Yupeng Shi, Huanzhang Dou, Chen Liang, Yutong Feng, Yu Liu, and Jingren Zhou · 2024
Later among the works it cites.
Llava-onevision: Easy visual task transfer
Bo Li, Yuanhan Zhang, Dong Guo, Renrui Zhang, Feng Li, Hao Zhang, Kaichen Zhang, Peiyuan Zhang, Yanwei Li, Ziwei Liu, et al · 2024
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Stephanie Fu, Netanel Tamir, Shobhita Sundaram, Lucy Chai, Richard Zhang, Tali Dekel, and Phillip Isola · 2023
Cited alongside, same era.
Shot2story20k: A new benchmark for comprehensive understanding of multi-shot videos
Mingfei Han, Linjie Yang, Xiaojun Chang, and Heng Wang · 2023
Cited alongside, same era.
A lightweight weak semantic framework for cinematographic shot classification
Yuzhi Li, Tianfeng Lu, and Feng Tian · 2023
Cited alongside, same era.
Gpt-4 technical report, 2023
OpenAI · 2023
Cited alongside, same era.
Scalable diffusion models with transformers
William Peebles and Saining Xie · 2023
Cited alongside, same era.
Videostudio: Generating consistent-content and multi-scene videos
Ting Yao Fuchen Long, Zhaofan Qiu and Tao Mei · 2024
Cited alongside, same era.
Learning long-form video prior via generative pre-training
Jinheng Xie, Jiajun Feng, Zhaoxu Tian, Kevin Qinghong Lin, Yawen Huang, Xi Xia, Nanxu Gong, Xu Zuo, Jiaqi Yang, Yefeng Zheng, et al
Cited in the paper.
Training-free consistent text-to-image generation
Yoad Tewel, Omri Kaduri, Rinon Gal, Yoni Kasten, Lior Wolf, Gal Chechik, and Yuval Atzmon · 2024
Later among the works it cites.
Seed-story: Multimodal long story generation with large language model
Shuai Yang, Yuying Ge, Yang Li, Yukang Chen, Yixiao Ge, Ying Shan, and Yingcong Chen · 2024
Later among the works it cites.
Moviedreamer: Hierarchical generation for coherent long visual sequence
Canyu Zhao, Mingyu Liu, Wen Wang, Weihua Chen, Fan Wang, Hao Chen, Bo Zhang, and Chunhua Shen · 2024
Later among the works it cites.
One-prompt-one-story: Free-lunch consistent text-to-image generation using a single prompt
Tao Liu, Kai Wang, Senmao Li, Joost van de Weijer, Fahad Shahbaz Khan, Shiqi Yang, Yaxing Wang, Jian Yang, and Ming-Ming Cheng · 2025
Closest in time.
Makeanything: Harnessing diffusion transformers for multi-domain procedural sequence generation
Yiren Song, Cheng Liu, and Mike Zheng Shou · 2025
Closest in time.
Storydiffusion: Consistent self-attention for long-range image and video generation
Yupeng Zhou, Daquan Zhou, Ming-Ming Cheng, Jiashi Feng, and Qibin Hou · 2025
Closest in time.