iccv2019_vxai.json

[
  {
    "id": 1,
    "title": "Visualization of Time Series Deep Neural Network",
    "authors": [
      {
        "name": "Sohee Cho",
        "affiliation": "UNIST"
      },
      {
        "name": "Jaesik Choi",
        "affiliation": "KAIST"
      }
    ]
  },
  {
    "id": 2,
    "title": "Why are Saliency Maps Noisy? Cause of and Solution to Noisy Saliency Maps",
    "authors": [
      {
        "name": "Beomsu Kim",
        "affiliation": "Korea Advanced Institute of Science and Technology"
      },
      {
        "name": "Junghoon Seo",
        "affiliation": "Satrec Initiative"
      },
      {
        "name": "SeungHyun Jeon",
        "affiliation": "Satrec Initiative"
      },
      {
        "name": "Jamyoung Koo",
        "affiliation": "SI Analytics"
      },
      {
        "name": "Jeongyeol Choe",
        "affiliation": "SI Analytics"
      },
      {
        "name": "Taegyun Jeon",
        "affiliation": "SI Analytics"
      }
    ]
  },
  {
    "id": 6,
    "title": "Interpretable Disentanglement of Neural Networks by Extracting Class-Specific Subnetwork",
    "authors": [
      {
        "name": "Yulong Wang",
        "affiliation": "Tsinghua University"
      },
      {
        "name": "Xiaolin Hu",
        "affiliation": "Tsinghua University"
      },
      {
        "name": "Hang Su",
        "affiliation": "Tsinghua Univiersity"
      }
    ]
  },
  {
    "id": 7,
    "title": "Occlusions for Effective Data Augmentation in Image Classification",
    "authors": [
      {
        "name": "Ruth C Fong",
        "affiliation": "University of Oxford"
      },
      {
        "name": "Andrea Vedaldi",
        "affiliation": "Oxford University"
      }
    ]
  },
  {
    "id": 8,
    "title": "Grid Saliency for Context Explanations of Semantic Segmentation",
    "authors": [
      {
        "name": "Lukas Hoyer",
        "affiliation": "Bosch Center for Artificial Intelligence"
      },
      {
        "name": "Mauricio Munoz",
        "affiliation": "Bosch Center for Artificial Intelligence"
      },
      {
        "name": "Prateek Katiyar",
        "affiliation": "Bosch Center for Artificial Intelligence"
      },
      {
        "name": "Anna Khoreva",
        "affiliation": "Bosch Center for Artificial Intelligence"
      },
      {
        "name": "Volker Fischer",
        "affiliation": "Bosch Center for Artificial Intelligence"
      }
    ]
  },
  {
    "id": 9,
    "title": "Explaining Visual Models by Causal Attribution",
    "authors": [
      {
        "name": "Álvaro Parafita Martínez",
        "affiliation": "Universitat de Barcelona"
      },
      {
        "name": "Jordi Vitria",
        "affiliation": "Universitat de Barcelona"
      }
    ]
  },
  {
    "id": 10,
    "title": "Explaining Convolutional Neural Networks using Softmax Gradient Layer-wise Relevance Propagation",
    "authors": [
      {
        "name": "Brian K Iwana",
        "affiliation": "Kyushu University"
      },
      {
        "name": "Ryohei Kuroki",
        "affiliation": "Kyushu University"
      },
      {
        "name": "Seiichi Uchida",
        "affiliation": "Kyushu University"
      }
    ]
  },
  {
    "id": 11,
    "title": "Understanding Convolutional Networks Using Linear Interpreters - Extended Abstract",
    "authors": [
      {
        "name": "Pablo Navarrete Michelini",
        "affiliation": "BOE Technology Group Co., Ltd."
      },
      {
        "name": "Hanwen Liu",
        "affiliation": "BOE Technology Group Co., Ltd."
      },
      {
        "name": "Yunhua Lu",
        "affiliation": "BOE Technology Group Co., Ltd."
      },
      {
        "name": "Xingqun Jiang",
        "affiliation": "BOE Technology Group Co., Ltd."
      }
    ]
  },
  {
    "id": 12,
    "title": "Bin-wise Temperature Scaling (BTS): Improvement in Confidence Calibration Performance through Simple Scaling Techniques",
    "authors": [
      {
        "name": "Younghak Shin",
        "affiliation": "LG CNS"
      },
      {
        "name": "ByeongmoonJi",
        "affiliation": "LG CNS"
      },
      {
        "name": "Hyemin Jung",
        "affiliation": "LG CNS"
      },
      {
        "name": "jihyeun yoon",
        "affiliation": "LG CNS"
      },
      {
        "name": "kyungyul kim",
        "affiliation": "LG CNS"
      }
    ]
  },
  {
    "id": 13,
    "title": "Towards Analyzing Semantic Robustness of Deep Neural Networks",
    "authors": [
      {
        "name": "Abdullah J Hamdi",
        "affiliation": "KAUST"
      },
      {
        "name": "Bernard Ghanem",
        "affiliation": "KAUST"
      }
    ]
  },
  {
    "id": 14,
    "title": "Towards A Rigorous Evaluation Of XAI Methods On Time Series",
    "authors": [
      {
        "name": "Udo M Schlegel",
        "affiliation": "University Konstanz"
      },
      {
        "name": "Hiba Arnout",
        "affiliation": "Siemens CT & TU Munich"
      },
      {
        "name": "Mennatallah El-Assady",
        "affiliation": "University of Konstanz"
      },
      {
        "name": "Daniela Oelke",
        "affiliation": "Siemens CT"
      },
      {
        "name": "Daniel Keim",
        "affiliation": "Uni. Konstanz"
      }
    ]
  },
  {
    "id": 15,
    "title": "Class Feature Pyramids for Video Explanation",
    "authors": [
      {
        "name": "Alexandros Stergiou",
        "affiliation": "Utrecht University"
      },
      {
        "name": "George Kapidis",
        "affiliation": "Utrecht University"
      },
      {
        "name": "Grigorios Kalliatakis",
        "affiliation": "University of Essex, UK"
      },
      {
        "name": "Christos Chrysoulas",
        "affiliation": "London South Bank University"
      },
      {
        "name": "Ronald Poppe",
        "affiliation": "Utrecht University"
      },
      {
        "name": "Remco C.Veltkamp",
        "affiliation": "Utrecht University"
      }
    ]
  },
  {
    "id": 16,
    "title": "Localizing Occluders with Compositional Convolutional Networks",
    "authors": [
      {
        "name": "Adam Kortylewski",
        "affiliation": "Johns Hopkins University"
      },
      {
        "name": "Qing Liu",
        "affiliation": "Johns Hopkins University"
      },
      {
        "name": "Huiyu Wang",
        "affiliation": "Johns Hopkins University"
      },
      {
        "name": "Zhishuai Zhang",
        "affiliation": "Johns Hopkins University"
      },
      {
        "name": "Alan Yuille",
        "affiliation": "Johns Hopkins University"
      }
    ]
  },
  {
    "id": 17,
    "title": "Leveraging Model Interpretability and Stability to increase Model Robustness",
    "authors": [
      {
        "name": "Fei WU",
        "affiliation": "CentraleSupelec"
      },
      {
        "name": "Thomas MICHEL",
        "affiliation": "Valeo"
      },
      {
        "name": "Alexandre Briot",
        "affiliation": "Valeo"
      }
    ]
  },
  {
    "id": 18,
    "title": "Characterizing Sources of Uncertainty to Proxy Calibration and Disambiguate Annotator and Data Bias",
    "authors": [
      {
        "name": "Asma Ghandeharioun",
        "affiliation": "MIT"
      },
      {
        "name": "Brian Eoff",
        "affiliation": "Google Research"
      },
      {
        "name": "BrendanJou",
        "affiliation": "Google Research"
      },
      {
        "name": "Rosalind Picard",
        "affiliation": "MIT Media Lab"
      }
    ]
  },
  {
    "id": 19,
    "title": "Dynamic-K Activation: Simple Dynamic Routing Like Behavior in Convolutional Neural Networks",
    "authors": [
      {
        "name": "Yiyou Sun",
        "affiliation": "University of Wisconsin Madison"
      },
      {
        "name": "Sathya Ravi",
        "affiliation": "University of Wisconsin-Madison"
      },
      {
        "name": "Vikas Singh",
        "affiliation": "University of Wisconsin-Madison USA"
      }
    ]
  },
  {
    "id": 20,
    "title": "Efficient Exploration-based Sampling in the Generative Boundary of Deep Generative Neural Networks",
    "authors": [
      {
        "name": "Giyoung Jeon",
        "affiliation": "Ulsan National Institute of Science and Technology"
      },
      {
        "name": "Haedong Jeong",
        "affiliation": "Ulsan National Institute of Science and Technology"
      },
      {
        "name": "Jaesik Choi",
        "affiliation": "KAIST"
      }
    ]
  },
  {
    "id": 21,
    "title": "Cost-Effective Interactive Attention Learning for Action Recognition",
    "authors": [
      {
        "name": "Jay Heo",
        "affiliation": "KAIST"
      },
      {
        "name": "Junhyeon Park",
        "affiliation": "KAIST"
      },
      {
        "name": "Hyewon Jeong",
        "affiliation": "KAIST"
      },
      {
        "name": "Wuhyun Shin",
        "affiliation": "KAIST"
      },
      {
        "name": "Kwang Joon Kim",
        "affiliation": "Yonsei University College of Medicine"
      },
      {
        "name": "Sung Ju Hwang",
        "affiliation": "KAIST"
      }
    ]
  },
  {
    "id": 22,
    "title": "A Plug-in Fatorizer for Disentangling a Latent Representation",
    "authors": [
      {
        "name": "Jee Seok Yoon",
        "affiliation": "Korea University"
      },
      {
        "name": "Wonjun Ko",
        "affiliation": "Korea University"
      },
      {
        "name": "Heung-Il Suk",
        "affiliation": "Korea University"
      }
    ]
  },
  {
    "id": 24,
    "title": "Visual Understanding of Multiple Attributes Learning Model of X-Ray Scattering Images",
    "authors": [
      {
        "name": "Xinyi Huang",
        "affiliation": "Kent State University"
      },
      {
        "name": "SuphanutJamonnak",
        "affiliation": "Kent State University"
      },
      {
        "name": "Ye Zhao",
        "affiliation": "Kent State University"
      },
      {
        "name": "Boyu Wang",
        "affiliation": "Stony Brook University"
      },
      {
        "name": "Minh Hoai Nguyen",
        "affiliation": "Stony Brook University"
      },
      {
        "name": "KevinYager",
        "affiliation": "Brookhaven National Laboratory"
      },
      {
        "name": "Wei Xu",
        "affiliation": "Brookhaven National Lab"
      }
    ]
  },
  {
    "id": 25,
    "title": "Interpretable BoW Networks for Adversarial Example Detection",
    "authors": [
      {
        "name": "Krishna Kanth Nakka",
        "affiliation": "EPFL"
      },
      {
        "name": "Mathieu Salzmann",
        "affiliation": "EPFL"
      }
    ]
  },
  {
    "id": 28,
    "title": "Semantically Interpretable Activation Maps: what-where-how explanations within CNNs",
    "authors": [
      {
        "name": "Diego Marcos",
        "affiliation": "Wageningen University"
      },
      {
        "name": "Sylvain Lobry",
        "affiliation": "Wageningen University and Research"
      },
      {
        "name": "Devis Tuia",
        "affiliation": "Wageningen University and Research"
      }
    ]
  },
  {
    "id": 30,
    "title": "To Trust, or Not to Trust? A Case Study of Human Bias in Automated Video Interview Assessments",
    "authors": [
      {
        "name": "Chee Wee Leong",
        "affiliation": "Educational Testing Service (ETS)"
      },
      {
        "name": "Katrina Roohr",
        "affiliation": "Educational Testing Service"
      },
      {
        "name": "Vikram Ramanarayanan",
        "affiliation": "University of California, San Francisco"
      },
      {
        "name": "MichelleMartin-Raugh",
        "affiliation": "Educational Testing Service (ETS)"
      },
      {
        "name": "Harrison Kell",
        "affiliation": "Educational Testing Service"
      },
      {
        "name": "Rutuja Ubale",
        "affiliation": "Educational Testing Service Research"
      },
      {
        "name": "Yao Qian",
        "affiliation": "Educational Testing Service"
      },
      {
        "name": "Zydrune Mladineo",
        "affiliation": "Educational Testing Service"
      },
      {
        "name": "Laura McCulla",
        "affiliation": "Educational Testing Service"
      }
    ]
  },
  {
    "id": 31,
    "title": "Assisting human experts in the interpretation of their visual process: A case study on assessing copper surface adhesive potency",
    "authors": [
      {
        "name": "Tristan Hascoet",
        "affiliation": "Kobe University"
      },
      {
        "name": "Xuejiao Deng",
        "affiliation": "Kobe University"
      },
      {
        "name": "Kiyoto Tai",
        "affiliation": "Kobe University"
      },
      {
        "name": "Mari Sugiyama",
        "affiliation": "Kobe University"
      },
      {
        "name": "Yuji Adachi",
        "affiliation": "Kobe University"
      },
      {
        "name": "Sachiko Nakamura",
        "affiliation": "Kobe University"
      },
      {
        "name": "Yasuo Ariki",
        "affiliation": "Kobe University"
      },
      {
        "name": "Tomoko Hayashi",
        "affiliation": "Kobe University"
      },
      {
        "name": "Tetusya Takiguchi",
        "affiliation": "Kobe University"
      }
    ]
  },
  {
    "id": 32,
    "title": "Propagated Perturbation of Adversarial Attack for well-known CNNs: Empirical Study and its Explanation",
    "authors": [
      {
        "name": "jihyeun yoon",
        "affiliation": "LG CNS"
      },
      {
        "name": "kyungyul kim",
        "affiliation": "LG CNS"
      },
      {
        "name": "jongseong jang",
        "affiliation": "LG CNS"
      }
    ]
  },
  {
    "id": 33,
    "title": "Attention Guided Metal Artifact Correction in MRI using Deep Neural Networks",
    "authors": [
      {
        "name": "Jee Won Kim",
        "affiliation": "KAIST"
      },
      {
        "name": "Kinam Kwon",
        "affiliation": "KAIST"
      },
      {
        "name": "Byungjai Kim",
        "affiliation": "KAIST"
      },
      {
        "name": "HyunWook Park",
        "affiliation": "KAIST"
      }
    ]
  },
  {
    "id": 34,
    "title": "Decision explanation and feature importance for invertible networks",
    "authors": [
      {
        "name": "Juntang Zhuang",
        "affiliation": "Yale University"
      },
      {
        "name": "Nicha Dvornek",
        "affiliation": "Yale University"
      },
      {
        "name": "Xiaoxiao Li",
        "affiliation": "Yale University"
      },
      {
        "name": "Junlin Yang",
        "affiliation": "Yale University"
      },
      {
        "name": "James S Duncan",
        "affiliation": "Yale University"
      }
    ]
  },
  {
    "id": 35,
    "title": "Free-Lunch Saliency via Attention in Atari Agents",
    "authors": [
      {
        "name": "Dmitry Nikulin",
        "affiliation": "Samsung AI Center Moscow"
      },
      {
        "name": "Anastasia Ianina",
        "affiliation": "Samsung AI Center Moscow"
      },
      {
        "name": "Vladimir A Aliev",
        "affiliation": "Samsung AI Center, Moscow"
      },
      {
        "name": "Sergey I Nikolenko",
        "affiliation": "PDMI RAS"
      }
    ]
  },
  {
    "id": 37,
    "title": "Fooling Neural Network Interpretations via Adversarial Model Manipulation",
    "authors": [
      {
        "name": "Juyeon Heo",
        "affiliation": "Sungkyunkwan University"
      },
      {
        "name": "Sunghwan Joo",
        "affiliation": "Sungkyunkwan University"
      },
      {
        "name": "Taesup Moon",
        "affiliation": "Sungkyunkwan University"
      }
    ]
  },
  {
    "id": 39,
    "title": "Second-order feature representation for visualizing pyramidal multiscale superpixel pooling network",
    "authors": [
      {
        "name": "Ali Tousi",
        "affiliation": "Ulsan National Institute of Science and Technology"
      },
      {
        "name": "Jaesik Choi",
        "affiliation": "KAIST"
      }
    ]
  },
  {
    "id": 42,
    "title": "Interpreting Undesirable Pixels for Image Classification on Black-Box Models",
    "authors": [
      {
        "name": "Sin-Han Kang",
        "affiliation": "Korea University"
      },
      {
        "name": "Hong-Gyu Jung",
        "affiliation": "Korea University"
      },
      {
        "name": "Seong-Whan Lee",
        "affiliation": "Korea University"
      }
    ]
  }
]