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Diane Larlus
Computer Vision & Machine Learning Research Scientist
News
2022
Co-organizing the
Self Supervised Learning: What is Next?
workshop at
ECCV22
Paper accepted at
3DV22
:
Neural Feature Fusion Fields: 3D Distillation of Self-Supervised 2D Image Representations
[
paper
,
project page
,
video
]
Keynote speaker at the joint
CAp-RFIAP 2022
conference
Paper accepted at
ECCV22
:
Granularity-aware Adaptation for Image Retrieval over Multiple Retrieval Tasks
[
paper
]
Manuscript accepted to the
TMLR
journal:
TLDR: Twin Learning for Dimensionality Reduction
[
paper
,
code
]
Invited talk at the
O-DRUM
workshop at
CVPR22
Paper accepted at
CVPR22
:
On the Road to Online Adaptation for Semantic Image Segmentation
[
paper
,
code and benchmark
]
2 papers accepted at
ICLR22
ARTEMIS: Attention-based Retrieval with Text-Explicit Matching and Implicit Similarity
[
paper
]
Learning Super-Features for Image Retrieval
[
paper
,
code
]
Co-organizing the
Wiki-M3L
workshop at
ICLR22
Area Chair for
CVPR22
2021
Paper accepted at
3DV21
:
NeuralDiff: Segmenting 3D objects that move in egocentric videos
[
paper
,
project page
,
video
]
Co-organizing the
ImageNet Past, Present, Future
workshop at
NeurIPS21
Paper accepted at
ICCV21
:
Concept Greneralization in visual representations
[
project page
,
video
,
code
]
Co-organizing of the
PAISS Summer School 2021
(organized by
MIAI
,
PRAIRIE
and
NAVER LABS Europe
)
Invited talk at the
Women in Computer Vision (WiCV) Workshop
at
CVPR21
[
Video
]
Invited talk at the
ANITI
research institute (
scientific seminar
)
2 papers accepted at
CVPR21
Probabilistic Embeddings for Cross-Modal Retrieval
[
paper
,
code
]
Continual Adaptation of Visual Representations via Domain Randomization and Meta-learning
(
oral
) [
paper
,
project page
]
2 papers accepted at
WACV21
Unsupervised meta-domain adaptation for fashion retrieval
[
paper
,
code
,
video
]
StacMR: Scene-Text Aware Cross-Modal Retrieval
[
paper
,
code
,
video
]
Area Chair for
CVPR21
,
MVA21
,
ICCV21
,
BMVC21
2020
Best reviewer award at
NeurIPS20
Keynote speaker at the
MIAI DAY 2020
event
Paper accepted at
NeurIPS20
:
Hard negative mixing for contrastive learning
[
project page
,
video
]
Invited talk at the Instance-Level Recognition
Workshop at ECCV20
[
video
]
Paper accepted at
ECCV20
:
Learning Visual Representations with Caption Annotations
[
project page
,
blog
]
Joined as Editor for
International Journal of Computer Vision
Industrial chair at
ECCV20
Area Chair for
ECCV20
and
CVPR20
2019
Paper accepted at
ICCV19
:
Fine-Grained Action Retrieval through Multiple Parts-of-Speech Embeddings
[
project page
,
video
]
Area Chair for
ICCV19
Co-organizing the
FFSS-USAD workshop
at
CVPR19
Invited talk at the
StatLearn 19
conference
2018
Invited speaker, AI and Vision session at
SophIA Summit 2018
Paper accepted at
ECCV18
:
Semi-Convolutional Operators for Instance Segmentation
[
paper
]
Our work on
Capturing the Geometry of Object Categories from Video Supervision
has been accepted to
TPAMI
CVPR18
outstanding reviewer award
Lecture about visual search at the PRAIRIE Artificial Intelligence summer school
PAISS 2018
Paper accepted at
CVPR18
:
Self-supervised Learning of Geometrically Stable Features Through Probabilistic Introspection
(
spotlight
) [
project page
,
video
]
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