PhD student
Member THOTH Team, INRIA Rhone-Alpes, Grenoble, France

INRIA Rhone-Alpes 655 Avenue de l'Europe 38330 Montbonnot France

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H111 firstname.lastname@inria.fr

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I am currently a PhD student under Karteek Alahari's and Cordelia Schmid's supervision. I am working on studying the role of motion in object recognition. In particular, we developed the first deep-learning based method for motion segmentation, a visual memory-based approach for video object segmentation and a framework for weakly-supervised learning of semantic segmentation from videos utilizing motion cues. Prior to PhD I worked on statistical relational learning and interactive knowledge discovery. My main research interest can be summarized as integrating external knowledge and structure into learning methods. You can find my CV here.

Software and data

• Learning Video Object Segmentation with Visual Memory

  You can find the code on the project web page.

• Learning Motion Patterns in Videos

  You can find the code and the moving object labels for the FlyingThings3D dataset on the project web page.

• Weakly-Supervised Semantic Segmentation using Motion Cues

  The code is avilable under this link.

Publications