NoiseController: Towards Consistent Multi-view Video Generation via Noise Decomposition and Collaboration

Gans trained by a two time-scale update rule converge to a local nash equilibrium

Martin Heusel, Hubert Ramsauer, Thomas Unterthiner, Bernhard Nessler, and Sepp Hochreiter · 2017

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Towards accurate generative models of video: A new metric & challenges

Original

Thomas Unterthiner, Sjoerd Van Steenkiste, Karol Kurach, Raphael Marinier, Marcin Michalski, and Sylvain Gelly · 2018

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Video instance segmentation

Linjie Yang, Yuchen Fan, and Ning Xu · 2019

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nuscenes: A multimodal dataset for autonomous driving

Holger Caesar, Varun Bankiti, Alex H Lang, Sourabh Vora, Venice Erin Liong, Qiang Xu, Anush Krishnan, Yu Pan, Giancarlo Baldan, and Oscar Beijbom · 2020

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Lift, splat, shoot: Encoding images from arbitrary camera rigs by implicitly unprojecting to 3d

Jonah Philion and Sanja Fidler · 2020

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Fiery: Future instance prediction in bird’s-eye view from surround monocular cameras

Anthony Hu, Zak Murez, Nikhil Mohan, Sofía Dudas, Jeffrey Hawke, Vijay Badrinarayanan, Roberto Cipolla, and Alex Kendall · 2021

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Bevformer: Learning bird’s-eye-view representation from multi-camera images via spatiotemporal transformers

Zhiqi Li, Wenhai Wang, Hongyang Li, Enze Xie, Chonghao Sima, Tong Lu, Yu Qiao, and Jifeng Dai · 2022

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High-resolution image synthesis with latent diffusion models

Robin Rombach, Andreas Blattmann, Dominik Lorenz, Patrick Esser, and Björn Ommer · 2022

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Cross-view transformers for real-time map-view semantic segmentation

Brady Zhou and Philipp Krähenbühl · 2022

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Align your latents: High-resolution video synthesis with latent diffusion models

Andreas Blattmann, Robin Rombach, Huan Ling, Tim Dockhorn, Seung Wook Kim, Sanja Fidler, and Karsten Kreis · 2023

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Preserve your own correlation: A noise prior for video diffusion models

Songwei Ge, Seungjun Nah, Guilin Liu, Tyler Poon, Andrew Tao, Bryan Catanzaro, David Jacobs, Jia-Bin Huang, Ming-Yu Liu, and Yogesh Balaji · 2023

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Trackdiffusion: Tracklet-conditioned video generation via diffusion models

Original

Pengxiang Li, Kai Chen, Zhili Liu, Ruiyuan Gao, Lanqing Hong, Guo Zhou, Hua Yao, Dit-Yan Yeung, Huchuan Lu, and Xu Jia · 2023

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Drivingdiffusion: Layout-guided multi-view driving scene video generation with latent diffusion model

Original

Xiaofan Li, Yifu Zhang, and Xiaoqing Ye · 2023

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Bevdepth: Acquisition of reliable depth for multi-view 3d object detection

Yinhao Li, Zheng Ge, Guanyi Yu, Jinrong Yang, Zengran Wang, Yukang Shi, Jianjian Sun, and Zeming Li · 2023

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Bevfusion: Multi-task multi-sensor fusion with unified bird’s-eye view representation

Zhijian Liu, Haotian Tang, Alexander Amini, Xinyu Yang, Huizi Mao, Daniela L Rus, and Song Han · 2023

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Wovogen: World volume-aware diffusion for controllable multi-camera driving scene generation

Original

Jiachen Lu, Ze Huang, Jiahui Zhang, Zeyu Yang, and Li Zhang · 2023

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Notice of removal: Videofusion: Decomposed diffusion models for high-quality video generation

Z. Luo, D. Chen, Y. Zhang, Y. Huang, L. Wang, Y. Shen, D. Zhao, J. Zhou, and T. Tan · 2023

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Guided image synthesis via initial image editing in diffusion model

Jiafeng Mao, Xueting Wang, and Kiyoharu Aizawa · 2023

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Freenoise: Tuning-free longer video diffusion via noise rescheduling, 2023

Haonan Qiu, Menghan Xia, Yong Zhang, Yingqing He, Xintao Wang, Ying Shan, and Ziwei Liu · 2023

Cited alongside, same era.

Make-a-video: Text-to-video generation without text-video data

Uriel Singer, Adam Polyak, Thomas Hayes, Xi Yin, Jie An, Songyang Zhang, Qiyuan Hu, Harry Yang, Oron Ashual, Oran Gafni, Devi Parikh, Sonal Gupta, and Yaniv Taigman · 2023

Cited alongside, same era.

Exploring object-centric temporal modeling for efficient multi-view 3d object detection

Original

Shihao Wang, Yingfei Liu, Tiancai Wang, Ying Li, and Xiangyu Zhang · 2023

Cited alongside, same era.

Unleashing generalization of end-to-end autonomous driving with controllable long video generation, 2024

Enhui Ma, Lijun Zhou, Tao Tang, Zhan Zhang, Dong Han, Junpeng Jiang, Kun Zhan, Peng Jia, Xianpeng Lang, Haiyang Sun, Di Lin, and Kaicheng Yu · 2024

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Freetraj: Tuning-free trajectory control in video diffusion models

Original

Haonan Qiu, Zhaoxi Chen, Zhouxia Wang, Yingqing He, Menghan Xia, and Ziwei Liu · 2024

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Dragdiffusion: Harnessing diffusion models for interactive point-based image editing

Yujun Shi, Chuhui Xue, Jun Hao Liew, Jiachun Pan, Hanshu Yan, Wenqing Zhang, Vincent YF Tan, and Song Bai · 2024

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Noisecollage: A layout-aware text-to-image diffusion model based on noise cropping and merging

Takahiro Shirakawa and Seiichi Uchida · 2024

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Street-view image generation from a bird’s-eye view layout

Alexander Swerdlow, Runsheng Xu, and Bolei Zhou · 2024