%1
@article{sam2,
  title={SAM 2: Segment Anything in Images and Videos},
  author={Ravi, Nikhila and Gabeur, Valentin and Hu, Yuan-Ting and others},
  journal={arXiv preprint arXiv:2408.00714},
  year={2024}
}

%2
@misc{SurgToolLoc,
      title={Surgical tool classification and localization: results and methods from the MICCAI 2022 SurgToolLoc challenge}, 
      author={Zia, Aneeq and Bhattacharyya, Kiran and Liu, Xi and others},
      eprint={2305.07152},
      archivePrefix={arXiv},
      year={2023},
}

%3
@misc{SARRARP50,
      title={SAR-RARP50: Segmentation of surgical instrumentation and Action Recognition on Robot-Assisted Radical Prostatectomy Challenge}, 
      author={Psychogyios, Dimitrios and Colleoni, Emanuele and Van Amsterdam, Beatrice and others},
      eprint={2401.00496},
      archivePrefix={arXiv},
      year={2024},
}

%4
@misc{ROBUSTMIS,
      title={Robust Medical Instrument Segmentation Challenge 2019}, 
      author={Ross, Tobias and Reinke, Annika and Full, Peter M. and others},
      eprint={2003.10299},
      archivePrefix={arXiv},
      year={2020},
}

%5
@InProceedings{vidmodel1,
    author    = {Li, Xiangtai and Zhang, Wenwei and Pang, Jiangmiao and others},
    title     = {Video K-Net: A Simple, Strong, and Unified Baseline for Video Segmentation},
    booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
    pages     = {18847-18857},
    year      = {2022},
}

%6
@InProceedings{vidmodel2,
    author    = {Cheng, Ho Kei and Oh, Seoung Wug and Price, Brian and others},
    title     = {Putting the Object Back into Video Object Segmentation},
    booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
    pages     = {3151-3161},
    year      = {2024},
}

%7
@InProceedings{vidmodel3,
    author    = {Miles, Roy and Yucel, Mehmet Kerim and Manganelli, Bruno and others},
    title     = {MobileVOS: Real-Time Video Object Segmentation Contrastive Learning Meets Knowledge Distillation},
    booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
    pages     = {10480-10490},
    year      = {2023},
}

%8
@InProceedings{temporal-consistency,
author="Liu, Yifan and Shen, Chunhua and Yu, Changqian and others",
editor="Vedaldi, Andrea and Bischof, Horst and Brox, Thomas and Frahm, Jan-Michael",
title="Efficient Semantic Video Segmentation with Per-Frame Inference",
booktitle="Computer Vision -- ECCV 2020",
publisher="Springer International Publishing",
pages="352--368",
year="2020",
}

%9 
@InProceedings{RAFT,
author="Wang, Yihan and Lipson, Lahav and Deng, Jia and others",
editor="Leonardis, Ale{\v{s}} and Ricci, Elisa and Roth, Stefan and others",
title="SEA-RAFT: Simple, Efficient, Accurate RAFT for Optical Flow",
booktitle="Computer Vision -- ECCV 2024",
publisher="Springer Nature Switzerland",
pages="36--54",
year="2025",
}

%10
@InProceedings{TrivialAugment,
    author    = {M\"uller, Samuel G. and Hutter, Frank},
    title     = {TrivialAugment: Tuning-Free Yet State-of-the-Art Data Augmentation},
    booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)},
    pages     = {774-782},
    year      = {2021},
}

%11
@misc{SchedulerFree,
      title={The Road Less Scheduled}, 
      author={Defazio, Aaron and Yang, Xingyu and Mehta, Harsh and others},
      eprint={2405.15682},
      archivePrefix={arXiv},      
     year={2024},
}

%12
@InProceedings{efficientnet,
title = 	 {{E}fficient{N}et: Rethinking Model Scaling for Convolutional Neural Networks},
author =       {Tan, Mingxing and Le, Quoc},
booktitle = 	 {Proceedings of the 36th International Conference on Machine Learning},
pages = 	 {6105--6114},
editor = 	 {Chaudhuri, Kamalika and Salakhutdinov, Ruslan},
volume = 	 {97},
series = 	 {Proceedings of Machine Learning Research},
publisher =    {PMLR},
year = 	 {2019},}

%13
@article{maxvit,
  title={MaxViT: Multi-Axis Vision Transformer},
  author={Tu, Zhengzhong and Talebi, Hossein and Zhang, Han and others},
  journal={ECCV},
  year={2022},
}

%14
@InProceedings{swin,
author    = {Liu, Ze and Lin, Yutong and Cao, Yue and others},
title     = {Swin Transformer: Hierarchical Vision Transformer Using Shifted Windows},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)},
pages     = {10012-10022},
year      = {2021},
}

%15
@InProceedings{unet,
author="Ronneberger, Olaf and Fischer, Philipp and Brox, Thomas",
editor="Navab, Nassir and Hornegger, Joachim and others",
title="U-Net: Convolutional Networks for Biomedical Image Segmentation",
booktitle="Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2015",
publisher="Springer International Publishing",
pages="234--241",
year="2015",
}

%16
@article{unetpp,
  title={UNet++: Redesigning Skip Connections to Exploit Multiscale Features in Image Segmentation},
  author={Zhou, Zongwei and Siddiquee, Md Mahfuzur Rahman and Tajbakhsh, Nima and Liang, Jianming},
  journal={IEEE Transactions on Medical Imaging},
  publisher={IEEE},
  year={2019},
}
%17
@inproceedings{deeplab,
  title={Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation},
  author={Liang-Chieh Chen and Yukun Zhu and George Papandreou and Florian Schroff and Hartwig Adam},
  booktitle={ECCV},
  year={2018},
}
%18
@InProceedings{FPN,
author = {Lin, Tsung-Yi and Dollar, Piotr and Girshick, Ross and others},
title = {Feature Pyramid Networks for Object Detection},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
year = {2017},
}
%19
@InProceedings{GeneralizedDice,
author="Sudre, Carole H. and Li, Wenqi and Vercauteren, Tom and others",
editor="Cardoso, M. Jorge and Arbel, Tal and Carneiro, Gustavo and others",
title="Generalised Dice Overlap as a Deep Learning Loss Function for Highly Unbalanced Segmentations",
booktitle="Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support",
publisher="Springer International Publishing",
year="2017",
}
%20
@InProceedings{FocalLoss,
author = {Lin, Tsung-Yi and Goyal, Priya and Girshick, Ross and others},
title = {Focal Loss for Dense Object Detection},
booktitle = {Proceedings of the IEEE International Conference on Computer Vision (ICCV)},
year = {2017}}

@misc{cholecseg8k,
      title={CholecSeg8k: A Semantic Segmentation Dataset for Laparoscopic Cholecystectomy Based on Cholec80}, 
      author={W. -Y. Hong and C. -L. Kao and Y. -H. Kuo and J. -R. Wang and W. -L. Chang and C. -S. Shih},
      year={2020},
      eprint={2012.12453},
      archivePrefix={arXiv},
      primaryClass={cs.CV},
      url={https://arxiv.org/abs/2012.12453}, 
}