Inria STARS Deep Learning for Computer Vision
Winter 2020
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Project Topics

We suggest 2 people as a team

Option 1: Choose from the suggested papers (updating)

• Learning Deep Features for Discriminative Localization (CVPR 2016)
• You Only Look Once: Unified, Real-Time Object Detection (CVPR 2016)
• Beyond Part Models: Person Retrieval with Refined Part Pooling (and A Strong Convolutional Baseline) (ECCV 2018)
• Adaptive NMS: Refining Pedestrian Detection in a Crowd (CVPR 2019)
• Soft-NMS -- Improving Object Detection With One Line of Code (ICCV 2017)
• An End-to-End Spatio-Temporal Attention Model for Human Action Recognition from Skeleton Data (AAAI 2017)
• Can Spatiotemporal 3D CNNs Retrace the History of 2D CNNs and ImageNet? (CVPR 2018)
• Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks (ICCV 2017)
• Image-to-Image Translation with Conditional Adversarial Networks (CVPR 2017)

Option 2: Your own project.

You can also pick papers from CVPR/ICCV/ECCV/NeuRIPS/ICLR/ICML. You also let us know before...

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