Search Results for author: Eloi Zablocki

Found 4 papers, 1 papers with code

PointBeV: A Sparse Approach to BeV Predictions

1 code implementation1 Dec 2023 Loick Chambon, Eloi Zablocki, Mickael Chen, Florent Bartoccioni, Patrick Perez, Matthieu Cord

To address this, we propose PointBeV, a novel sparse BeV segmentation model operating on sparse BeV cells instead of dense grids.

Bird's-Eye View Semantic Segmentation

Context-Aware Zero-Shot Learning for Object Recognition

no code implementations24 Apr 2019 Eloi Zablocki, Patrick Bordes, Benjamin Piwowarski, Laure Soulier, Patrick Gallinari

Zero-Shot Learning (ZSL) aims at classifying unlabeled objects by leveraging auxiliary knowledge, such as semantic representations.

Object Object Recognition +1

Incorporating Visual Semantics into Sentence Representations within a Grounded Space

no code implementations IJCNLP 2019 Patrick Bordes, Eloi Zablocki, Laure Soulier, Benjamin Piwowarski, Patrick Gallinari

To overcome this limitation, we propose to transfer visual information to textual representations by learning an intermediate representation space: the grounded space.

Sentence

Transductive Zero-Shot Learning using Cross-Modal CycleGAN

no code implementations13 Nov 2020 Patrick Bordes, Eloi Zablocki, Benjamin Piwowarski, Patrick Gallinari

We show the efficiency of our Cross-Modal CycleGAN model (CM-GAN) on the ImageNet T-ZSL task where we obtain state-of-the-art results.

Sentence Zero-Shot Learning

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