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Publications of year 2018
Thesis
-
Jean-Baptiste Alayrac.
Structured Learning from Videos and Language.
PhD thesis,
ENS,
2018.
-
Guilhem Chéron.
Structured modeling and recognition of human actions in video.
PhD thesis,
ENS,
2018.
-
Maxime Oquab.
Convolutional neural networks: towards less supervision for visual recognition.
PhD thesis,
ENS,
2018.
-
Matthew Trager.
Cameras, Shapes, and Contours: Geometric Models in Computer Vision.
PhD thesis,
ENS,
2018.
-
Tuan-Hung Vu.
Learning visual models for person detection and action prediction.
PhD thesis,
ENS,
2018.
Articles in journal or book chapters
-
J.-B. Alayrac,
P. Bojanowski,
N. Agrawal,
I. Laptev,
J. Sivic,
and S. Lacoste-Julien.
Learning from Narrated Instruction Videos.
IEEE Transactions on Pattern Analysis and Machine Intelligence,
40(9):2194-2208,
2018.
-
B. Ham,
M. Cho,
and J. Ponce.
Robust Guided Image Filtering Using Nonconvex Potentials.
IEEE Transactions on Pattern Analysis and Machine Intelligence,
40(1):192-207,
2018.
-
B. Ham,
M. Cho,
C. Schmid,
and J. Ponce.
Proposal Flow: Semantic Correspondences from Object Proposals.
IEEE Transactions on Pattern Analysis and Machine Intelligence,
40(7):1711-1725,
2018.
-
K. Kohn,
B. Sturmfels,
and M. Trager.
Changing Views on Curves and Surfaces.
Acta Mathematica Vietnamica,
43(1):1-29,
2018.
-
I. Rocco,
R. Arandjelovic,
and J. Sivic.
Convolutional neural network architecture for geometric matching.
IEEE Transactions on Pattern Analysis and Machine Intelligence,
2018.
-
G. Varol,
I. Laptev,
and C. Schmid.
Long-term Temporal Convolutions for Action Recognition.
IEEE Transactions on Pattern Analysis and Machine Intelligence,
40(6):1510-1517,
2018.
-
Y. Zhang,
S. Yingna,
J. Yang,
J. Ponce,
and H. Kong.
When Dijkstra meets vanishing point: a stereo vision approach for road detection.
IEEE Transactions on Image Processing,
2018.
Conference articles
-
L. Bottou,
M. Arjovsky,
D. Lopez-Paz,
and M Oquab.
Geometrical Insights for Implicit Generative Modeling.
In Braverman Readings in Machine Learning. Key Ideas from Inception to Current State,
2018.
-
B. Bukh,
X. Goaoc,
A. Hubard,
and M. Trager.
Consistent Sets of Lines with no Colorful Incidence.
In SoCG 2018 - 34th International Symposium on Computational Geometry,
2018.
-
G. Chéron,
J.-B. Alayrac,
I. Laptev,
and C. Schmid.
A Flexible Model for Training Action Localization with Varying Levels of Supervision.
In Advances in Neural Information Processing Systems,
2018.
-
E. Oyallon,
E. Belilovsky,
S. Zagoruyko,
and M. Valko.
Compressing the Input for CNNs with the First-Order Scattering Transform.
In European Conference on Computer Vision,
2018.
-
I. Rocco,
R. Arandjelovic,
and J. Sivic.
End-to-end weakly-supervised semantic alignment.
In IEEE Conference on Computer Vision and Pattern Recognition,
2018.
-
I. Rocco,
M. Cimpoi,
R. Arandjelovic,
A. Torii,
T. Pajdla,
and J. Sivic.
Neighbourhood Consensus Networks.
In Advances in Neural Information Processing Systems,
2018.
-
T. Sattler,
W. Maddern,
C. Toft,
A. Torii,
L. Hammarstrand,
E. Stenborg,
D. Safari,
M. Okutomi,
M. Pollefeys,
J. Sivic,
F. Kahl,
and T. Pajdla.
Benchmarking 6DOF Outdoor Visual Localization in Changing Conditions.
In IEEE Conference on Computer Vision and Pattern Recognition,
2018.
-
H. Taira,
M. Okutomi,
T. Sattler,
M. Cimpoi,
M. Pollefeys,
J. Sivic,
T. Pajdla,
and A. Torii.
InLoc: Indoor Visual Localization with Dense Matching and View Synthesis.
In IEEE Conference on Computer Vision and Pattern Recognition,
2018.
-
M. Trager,
B. Osserman,
and J. Ponce.
On the Solvability of Viewing Graphs.
In European Conference on Computer Vision,
2018.
-
G. Varol,
D. Ceylan,
B. Russell,
J. Yang,
E. Yumer,
I. Laptev,
and C. Schmid.
BodyNet: Volumetric Inference of 3D Human Body Shapes.
In European Conference on Computer Vision,
2018.
Internal reports
-
T. Eboli,
J. Sun,
and J. Ponce.
Neural Embedding of an Iterative Deconvolution Algorithm for Motion blur Estimation and Removal.
Technical report,
2018.
-
M. Trager and J. Ponce.
In Defense of Relative Multi-View Geometry.
Technical report,
2018.
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