Diane Larlus
Computer Vision & Machine Learning Research Scientist
Projects
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TLDR @TMLR22

Unsupervised dimensionality reduction using a Barlow Twins loss. TMLR 2022

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SuperFeatures @ICLR22

Mid-level features for image retrieval. ICLR 2022

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ARTEMIS @ICLR22

Garnment image retrieval, querying with an example image and a textual modifier. ICLR 2022

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PCME @CVPR21

Learning Probabilistic Embedding for Cross-Modal Retrieval (PCME). Collaboration with Naver AI, CLOVA. CVPR 2021

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Continual DA @CVPR21

Continual Adaptation of Visual Representations via Domain Randomization and Meta-learning. CVPR 2021 (oral).

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MoCHi @NeurIPS20

Generating hard negatives in the feature space for improved self-supervised contrastive mearning. NeurIPS 2020.

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ICMLM @ECCV20

Predicting masked tokens as a proxy task to learn visual representations from scratch using captioned images. ECCV 2020.

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JPoSE @ICCV19

Fine-Grained Action Retrieval through Multiple Parts-of-Speech Embeddings. ICCV 2019.

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SSL for Geometry @CVPR18

Self-supervised Learning of Geometrically Stable Features Through Probabilistic Introspection. CVPR 2018 (spotlight).

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