2017.md

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Other prediction papers 2017

Al-Halah et al., "Fashion Forward: Forecasting Visual Style In Fashion", ICCV, 2017. paper arxiv

Datasets
• Amazon
Metrics
• MAE
• MAPE
Bibtex

@InProceedings{Al-Halah_2017_ICCV,
    author = "Al-Halah, Ziad and Stiefelhagen, Rainer and Grauman, Kristen",
    title = "Fashion Forward: Forecasting Visual Style In Fashion",
    booktitle = "ICCV",
    year = "2017"
}

Luc et al., "Predicting Deeper Into The Future Of Semantic Segmentation", ICCV, 2017. paper arxiv code

Datasets
• Cityscapes
Metrics
• IoU
• SSIM
• PSNR
Bibtex

@InProceedings{Luc_2017_ICCV,
    author = "Luc, Pauline and Neverova, Natalia and Couprie, Camille and Verbeek, Jakob and LeCun, Yann",
    title = "Predicting Deeper Into The Future Of Semantic Segmentation",
    booktitle = "ICCV",
    year = "2017"
}

Zeng et al., "Visual Forecasting By Imitating Dynamics In Natural Sequences", ICCV, 2017. paper arxiv

Datasets
• VIST
Metrics
• Accuracy
Bibtex

@InProceedings{Zeng_2017_ICCV,
    author = "Zeng, Kuo-Hao and Shen, William B. and Huang, De-An and Sun, Min and Carlos Niebles, Juan",
    title = "Visual Forecasting By Imitating Dynamics In Natural Sequences",
    booktitle = "ICCV",
    year = "2017"
}

Jin et al., "Predicting Scene Parsing And Motion Dynamics In The Future", NeurIPS, 2017. paper arxiv

Datasets
• Cityscapes
Metrics
• MSE
• EPE
• MIoU
Bibtex

@InProceedings{Jin_2017_NeurIPS,
    author = "Jin, Xiaojie and Xiao, Huaxin and Shen, Xiaohui and Yang, Jimei and Lin, Zhe and Chen, Yunpeng and Jie, Zequn and Feng, Jiashi and Yan, Shuicheng",
    title = "Predicting Scene Parsing And Motion Dynamics In The Future",
    booktitle = "NeurIPS",
    year = "2017"
}

Sur et al., "Robots That Anticipate Pain: Anticipating Physical Perturbations From Visual Cues Through Deep Predictive Models", IROS, 2017. paper

Datasets
• Custom
Metrics
• Recall
• Precision
• MCC
Bibtex

@InProceedings{Sur_2017_IROS,
    author = "Sur, I. and Ben Amor, H.",
    booktitle = "IROS",
    title = "Robots That Anticipate Pain: Anticipating Physical Perturbations From Visual Cues Through Deep Predictive Models",
    year = "2017"
}

Cunningham et al., "Improving Slip Prediction on Mars using Thermal Inertia Measurements", RSS, 2017. paper

Datasets
• Custom
Metrics
• RMSE
Bibtex

@InProceedings{Cunningham_2017_RSS,
    author = "Cunningham, Christopher and Nesnas, Issa A and Whittaker, William L",
    title = "Improving Slip Prediction on Mars using Thermal Inertia Measurements",
    booktitle = "RSS",
    year = "2017"
}