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This paper describes our champion solution to the LOVEU Challenge @ CVPR'24, Track 1 (Long Video VQA).
Learning transferable visual models from natural language supervision
Alec Radford, Jong Wook Kim, Chris Hallacy, Aditya Ramesh, Gabriel Goh, Sandhini Agarwal, Girish Sastry, Amanda Askell, Pamela Mishkin, Jack Clark, et al · 2021
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Flamingo: a visual language model for few-shot learning
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Learning quality-aware dynamic memory for video object segmentation
Yong Liu, Ran Yu, Fei Yin, Xinyuan Zhao, Wei Zhao, Weihao Xia, and Yujiu Yang · 2022
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Robust speech recognition via large-scale weak supervision, 2022
Alec Radford, Jong Wook Kim, Tao Xu, Greg Brockman, Christine McLeavey, and Ilya Sutskever · 2022
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Junnan Li, Dongxu Li, Silvio Savarese, and Steven Hoi
Cited in the paper.
Llama-vid: An image is worth 2 tokens in large language models
Yanwei Li, Chengyao Wang, and Jiaya Jia
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Haotian Liu, Chunyuan Li, Qingyang Wu, and Yong Jae Lee
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Haotian Liu, Chunyuan Li, Qingyang Wu, and Yong Jae Lee
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Universal segmentation at arbitrary granularity with language instruction
Yong Liu, Cairong Zhang, Yitong Wang, Jiahao Wang, Yujiu Yang, and Yansong Tang
Cited in the paper.
Ponder & press: Advancing visual gui agent towards general computer control
Yiqin Wang, Haoji Zhang, Jingqi Tian, and Yansong Tang
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Uni-adafocus: Spatial-temporal dynamic computation for video recognition
Yulin Wang, Haoji Zhang, Yang Yue, Shiji Song, Chao Deng, Junlan Feng, and Gao Huang
Cited in the paper.
Atp-llava: Adaptive token pruning for large vision language models
Xubing Ye, Yukang Gan, Yixiao Ge, Xiao-Ping Zhang, and Yansong Tang
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Video-chatgpt: Towards detailed video understanding via large vision and language models
Muhammad Maaz, Hanoona Rasheed, Salman Khan, and Fahad Shahbaz Khan · 2023
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Moviechat: From dense token to sparse memory for long video understanding
Enxin Song, Wenhao Chai, Guanhong Wang, Yucheng Zhang, Haoyang Zhou, Feiyang Wu, Xun Guo, Tian Ye, Yan Lu, Jenq-Neng Hwang, et al · 2023
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Motionlcm: Real-time controllable motion generation via latent consistency model
Wenxun Dai, Ling-Hao Chen, Jingbo Wang, Jinpeng Liu, Bo Dai, and Yansong Tang · 2024
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Manicm: Real-time 3d diffusion policy via consistency model for robotic manipulation
Guanxing Lu, Zifeng Gao, Tianxing Chen, Wenxun Dai, Ziwei Wang, and Yansong Tang · 2024
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