@misc{polyak2024moviegencastmedia,
    title={Movie Gen: A Cast of Media Foundation Models}, 
    author={Adam Polyak and Amit Zohar and Andrew Brown and Andros Tjandra and Animesh Sinha and Ann Lee and Apoorv Vyas and Bowen Shi and Chih-Yao Ma and Ching-Yao Chuang and David Yan and Dhruv Choudhary and Dingkang Wang and Geet Sethi and Guan Pang and Haoyu Ma and Ishan Misra and Ji Hou and Jialiang Wang and Kiran Jagadeesh and Kunpeng Li and Luxin Zhang and Mannat Singh and Mary Williamson and Matt Le and Matthew Yu and Mitesh Kumar Singh and Peizhao Zhang and Peter Vajda and Quentin Duval and Rohit Girdhar and Roshan Sumbaly and Sai Saketh Rambhatla and Sam Tsai and Samaneh Azadi and Samyak Datta and Sanyuan Chen and Sean Bell and Sharadh Ramaswamy and Shelly Sheynin and Siddharth Bhattacharya and Simran Motwani and Tao Xu and Tianhe Li and Tingbo Hou and Wei-Ning Hsu and Xi Yin and Xiaoliang Dai and Yaniv Taigman and Yaqiao Luo and Yen-Cheng Liu and Yi-Chiao Wu and Yue Zhao and Yuval Kirstain and Zecheng He and Zijian He and Albert Pumarola and Ali Thabet and Artsiom Sanakoyeu and Arun Mallya and Baishan Guo and Boris Araya and Breena Kerr and Carleigh Wood and Ce Liu and Cen Peng and Dimitry Vengertsev and Edgar Schonfeld and Elliot Blanchard and Felix Juefei-Xu and Fraylie Nord and Jeff Liang and John Hoffman and Jonas Kohler and Kaolin Fire and Karthik Sivakumar and Lawrence Chen and Licheng Yu and Luya Gao and Markos Georgopoulos and Rashel Moritz and Sara K. Sampson and Shikai Li and Simone Parmeggiani and Steve Fine and Tara Fowler and Vladan Petrovic and Yuming Du},
    year={2024},
    eprint={2410.13720},
    archivePrefix={arXiv},
    primaryClass={cs.CV},
    url={https://arxiv.org/abs/2410.13720}, 
}

  @article{dai2023emu,
    title={Emu: Enhancing image generation models using photogenic needles in a haystack},
    author={Dai, Xiaoliang and Hou, Ji and Ma, Chih-Yao and Tsai, Sam and Wang, Jialiang and Wang, Rui and Zhang, Peizhao and Vandenhende, Simon and Wang, Xiaofang and Dubey, Abhimanyu and others},
    journal={arXiv preprint arXiv:2309.15807},
    year={2023}
  }

  @inproceedings{mo2023ropaws,
    title={RoPAWS: Robust Semi-supervised Representation Learning from Uncurated Data},
    author={Mo, Sangwoo and Su, Jong-Chyi and Ma, Chih-Yao and Assran, Mido and Misra, Ishan and Yu, Licheng and Bell, Sean},
    booktitle={Proceedings of the International Conference on Learning Representations (ICLR)},
    year={2023}
  }

  @inproceedings{tian2023trainable,
    title={Trainable Projected Gradient Method for Robust Fine-tuning},
    author={Tian, Junjiao and He, Zecheng and Dai, Xiaoliang and Ma, Chih-Yao and Liu, Yen-Cheng and Kira, Zsolt},
    booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
    pages={7836--7845},
    year={2023}
  }

  @inproceedings{kuo2023structure,
    title={Structure-Encoding Auxiliary Tasks for Improved Visual Representation in Vision-and-Language Navigation},
    author={Chia-Wen Kuo and Chih-Yao Ma and Judy Hoffman and Zsolt Kira},
    booktitle={Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision},
    pages={1104--1113},
    year={2023}
  }

@article{liu2022polyhistor,
  title={Polyhistor: Parameter-Efficient Multi-Task Adaptation for Dense Vision Tasks},
  author={Liu, Yen-Cheng and Ma, Chih-Yao and Tian, Junjiao and He, Zijian and Kira, Zsolt},
  journal={Advances in neural information processing systems},
  year={2022}
} 

@inproceedings{liu2022open,
  title={Open-Set Semi-Supervised Object Detection},
  author={Liu, Yen-Cheng and Ma, Chih-Yao and Dai, Xiaoliang and Tian, Junjiao and Vajda, Peter and He, Zijian and Kira, Zsolt},
  booktitle={Proceedings of the European Conference on Computer Vision (ECCV)},
  year={2022}
} 

@inproceedings{li2022cross,
  title={Cross-Domain Adaptive Teacher for Object Detection},
  author={Li, Yu-Jhe and Dai, Xiaoliang and Ma, Chih-Yao and Liu, Yen-Cheng and Chen, Kan and Wu, Bichen and He, Zijian and Kitani, Kris and Vajda, Peter},
  booktitle={IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
  year={2022}
} 

@InProceedings{Liu_2022_CVPR,
    author    = {Liu, Yen-Cheng and Ma, Chih-Yao and Kira, Zsolt},
    title     = {Unbiased Teacher v2: Semi-Supervised Object Detection for Anchor-Free and Anchor-Based Detectors},
    booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
    month     = {June},
    year      = {2022},
    pages     = {9819-9828}
} 

@inproceedings{irshad2021hierarchical,
  title={Hierarchical Cross-Modal Agent for Robotics Vision-and-Language Navigation},
  author={Muhammad Zubair Irshad and Chih-Yao Ma and Zsolt Kira},
  booktitle={Proceedings of the IEEE International Conference on Robotics and Automation (ICRA)},
  year={2021},
  url={https://arxiv.org/abs/2104.10674}
}

  @inproceedings{liu2021unbiased,
    title={Unbiased Teacher for Semi-Supervised Object Detection},
    author={Liu, Yen-Cheng and Ma, Chih-Yao and He, Zijian and Kuo, Chia-Wen and Chen, Kan and Zhang, Peizhao and Wu, Bichen and Kira, Zsolt and Vajda, Peter},
    booktitle={Proceedings of the International Conference on Learning Representations (ICLR)},
    year={2021},
}

  @inproceedings{ma2020learning,
    title={Learning to Generate Grounded Visual Captions without Localization Supervision},
    author={Ma, Chih-Yao and Kalantidis, Yannis and AlRegib, Ghassan and Vajda, Peter and Rohrbach, Marcus and Kira, Zsolt},
    booktitle={Proceedings of the European Conference on Computer Vision (ECCV)},
    year={2020},
    url={https://arxiv.org/abs/1906.00283},
}

  @inproceedings{kuo2020featmatch,
    title={FeatMatch: Feature-Based Augmentationfor Semi-Supervised Learning},
    author={Kuo, Chia-Wen and Ma, Chih-Yao and Huang, Jia-Bin and Kira, Zsolt}, 
    booktitle={Proceedings of the European Conference on Computer Vision (ECCV)},
    year={2020},
    url={https://arxiv.org/abs/2007.08505}
  }

  @inproceedings{liu2020who2com,
    title={Who2com: Collaborative Perception via Learnable Handshake Communication},
    author={Liu, Yen-Cheng and Tian, Junjiao and Ma, Chih-Yao and Glaser, Nathan and Kuo, Chia-Wen and Kira, Zsolt},
    booktitle={Proceedings of the IEEE International Conference on Robotics and Automation (ICRA)},
    year={2020},
    url={https://arxiv.org/abs/2003.09575},
}

  @article{kuo2019manifold,
    title={Manifold Graph with Learned Prototypes for Semi-Supervised Image Classification},
    author={Kuo, Chia-Wen and Ma, Chih-Yao and Huang, Jia-Bin and Kira, Zsolt},
    journal={arXiv preprint arXiv:1906.05202},
    year={2019},
    url={https://arxiv.org/abs/1906.05202},
}

@inproceedings{ma2019theregretful,
  title={The Regretful Agent: Heuristic-Aided Navigation through Progress Estimation},
  author={Ma, Chih-Yao and Wu, Zuxuan and AlRegib, Ghassan and Xiong, Caiming and Kira, Zsolt},
  booktitle={Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
  year={2019},
  url={https://arxiv.org/abs/1903.01602},
}