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Total result(s) found: 17
  • Matthias Mueller, Alexey Dosovitskiy, Bernard Ghanem, Vladlen Koltun, 
    "Driving Policy Transfer via Modularity and Abstraction " 
    Conference on Robot Learning​ (CoRL 2018)
  • ​[video]​[bibtex]
Keywords:
autonomous driving, transfer learning, sim-to-real
  • ​Fabian Caba Heilbron, Joon-Young Lee, Hailin Jin, Bernard Ghanem,​ 
    "What do I Annotate Next? An Empirical Study of Active Learning for Action Localization​" 
    European Conference on Computer Vision (ECCV 2018)​​​
  • [supplementary material][bibtex]
Keywords:
video understanding, temporal action localization, active learning, video annotation
  • Xin Yu, Basura Fernando, Bernard Ghanem, Fatih Porikli, Richard Hartley, 
    "Face Super-resolution Guided by Facial Component Heatmaps​" 
    European Conference on Computer Vision (ECCV 2018)​​
  • ​[bibtex]​[code]
Keywords:
face, super resolution, hallucination, facial component localization, multi task neural networks
  • Baoyuan Wu, Bernard Ghanem,​
    "Lp-Box ADMM: A Versatile Framework for Integer Programming​"
    IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI 2018)​​​
  • ​[bibtex]
Keywords:
ip networks convex functions, linear programming, optimization, computer vision, machine learning, convergence
Keywords:
temporal action detection, error analysis, diagnosis tool, action localization
  • Humam Alwassel*, Fabian Caba Heilbron*, Bernard Ghanem, 
    "Action Search: Spotting Actions in Videos and Its Application to Temporal Action Localization"
    European Conference on Computer Vision (ECCV 2018)
  • [supplementary material]​​[video][bibtex]​
Keywords:
video understanding, action localization, action spotting
  • Yancheng Bai*, Yongqiang Zhang*, Mingli Ding, Bernard Ghanem 
    "SOD-MTGAN: Small Object Detection via Multi-Task Generative Adversarial Network"
    European Conference on Computer Vision (ECCV 2018)
  • ​[bibtex]​
Keywords:
small object detection, super-resolution, multi-task, generative adversarial network, coco
  • Matthias Mueller​*, Adel Bibi*, Silvio Giancola*, Salman Alsubaihi, Bernard Ghanem, 
    "TrackingNet: A Large-Scale Dataset and Benchmark for Object Tracking in the Wild"
    European Conference on Computer Vision (ECCV 2018)​
  • ​[bibtex] [supplementary material]​​[video]​
Keywords:
object tracking, dataset, benchmark, deep learning
  • Silvio Giancola, Mohieddine Amine, Tarek Dghaily, Bernard Ghanem
    "SoccerNet: A Scalable Dataset for Action Spotting in Soccer Videos"
    IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW 2018) [oral]
  • ​[dataset] [video]​
Keywords:
action spotting, sports videos,
  • Silvio Giancola, Jens Schneider, Peter Wonka, Bernard Ghanem
    "Integration of Absolute Orientation Measurements in the KinectFusion Reconstruction Pipeline"
    IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW 2018)

Keywords:
kinectfusion, 3D reconstruction
  • ​Baoyuan Wu, Fan Jia, Wei Liu, Bernard Ghanem, Siwei Lyu, 
    "Multi-label Learning with Missing Labels Using Mixed Dependency Graphs", 
    International Journal on Computer Vision (IJCV 2018)
Keywords:
multi-label learning, missing labels, mixed dependency graphs
  • Yancheng  Bai, Yongqiang  Zhang, Mingli  Ding, Bernard  Ghanem,
    "Finding Tiny Faces in the Wild with Generative Adversarial Network",
    Conference on Computer Vision and Pattern Recognition (CVPR 2018) [Oral]
  • ​[video]​
Keywords:
generative adverserial network, face detection
  • Baoyuan  Wu, Weidong  Chen, Peng  Sun, Siwei  Lyu, Bernard  Ghanem, 
    "Tagging Like Humans: Diverse and Distinct Image Annotation", 
    Conference on Computer Vision and Pattern Recognition (CVPR 2018)
Keywords:
image annotation
  • Jian Zhang and Bernard  Ghanem,
    "ISTA-Net: Interpretable Optimization-Inspired Deep Network for Image Compressive Sensing",
    Conference on Computer Vision and Pattern Recognition (CVPR 2018)
  • [supplementary material]​ ​[​code]
Keywords:
compressive sensing, optimization inspired deep networks
Keywords:
deep neural network, probabilistic moments
  • Matthias Mueller, Vincent Casser, Jean Lahoud, Bernard Ghanem,

    "Sim4CV: A photo-realistic simulator for computer vision applications",

    International Journal on Computer Vision (IJCV 2018) 

Keywords:
conditional imitaion learning, autonomous driving
  • Yongqiang  Zhang, Yancheng  Bai, Mingli  Ding, Yongqiang  Li, Bernard  Ghanem, 
    "W2F: A Weakly-Supervised to Fully-Supervised Framework for Object Detection", 
    Conference on Computer Vision and Pattern Recognition​ (CVPR 2018)​
    ​​
  • ​[supplementary material]​
Keywords:
object detection, weak supervision, convolutional neural networks