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Ego4D's Short Term Action Anticipation
A 6 months end of studies internship on the problem of Short Term Action Anticipation on egocentric videos from the Ego4D dataset. Use of a Transformer in place of a ROI Pooling operation earning a 3rd place on the public leaderboard of the associated challenge.
Joceran Gouneau
,
Lai Xing Ng
PDF
Code
Slides
AI Safety
A 3 months group project consisting of an otherview on robustness and explainability of Machine Learning methods with an accent on adversarial attacks and defenses.
Baptiste Combelles
,
Clément Contet
,
Guillaume Coulaud
,
Joceran Gouneau
,
Thibault Mousset
,
Guillaume Dupont
,
Aurélie Hurault
,
Philippe Quéinnec
PDF
Code
Slides
Colab Notebook
DeepHyper Collaboration
A collaboration with the team developing DeepHyper on an 11 months contract as a research aide. Development of benchmarks and analytical tools to help improving the package followed by an application of its AutoML methods to a real-case Deep Learning problem.
Joceran Gouneau
,
Prasanna Balaprakash
,
Romain Egele
,
Kyle Gerard Felker
PDF
Code
Semi Supervised YOLOv2
2 months internship on the implementation of YOLOv2 and the test on this model of a semi-supervised learning method for object classification.
Joceran Gouneau
,
Axel Carlier
Code
Colab Notebook