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Nested bandits

Matthieu Martin , Panayotis Mertikopoulos , Thibaud Rahier , Houssam Zenati
ICML 2022 - 39th International Conference on Machine Learning, Jul 2022, Baltimore, United States
Communication dans un congrès hal-03874048v1
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Driving scene understanding from automotive-grade sensors

Florent Bartoccioni
Artificial Intelligence [cs.AI]. Université Grenoble Alpes [2020-..], 2023. English. ⟨NNT : 2023GRALM018⟩
Thèse tel-04193785v1
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A soft nearest-neighbor framework for continual semi-supervised learning

Zhiqi Kang , Enrico Fini , Moin Nabi , Elisa Ricci , Karteek Alahari
ICCV 2023 - IEEE/CVF International Conference on Computer Vision, Oct 2023, Paris, France
Communication dans un congrès hal-03893056v3
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Non-Convex Bilevel Games with Critical Point Selection Maps

Michael Arbel , Julien Mairal
NeurIPS 2022 - 36th Conference on Neural Information Processing Systems, Nov 2022, New Orleans, United States. pp.1-34, ⟨10.48550/arXiv.2207.04888⟩
Communication dans un congrès hal-03869097v1
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A Trainable Spectral-Spatial Sparse Coding Model for Hyperspectral Image Restoration

Théo Bodrito , Alexandre Zouaoui , Jocelyn Chanussot , Julien Mairal
NeurIPS 2021 – 35th Annual Conference on Neural Information Processing Systems, Dec 2021, Sydney, Australia. pp.1-19
Communication dans un congrès hal-03423559v1

Recent Developments in Parallel and Distributed Computing for Remotely Sensed Big Data Processing

Zebin Wu , Jin Sun , Yi Zhang , Zhihui Wei , Jocelyn Chanussot
Proceedings of the IEEE, 2021, 109 (8), pp.1282-1305. ⟨10.1109/JPROC.2021.3087029⟩
Article dans une revue hal-03429692v1
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Masking Modalities for Cross-modal Video Retrieval

Valentin Gabeur , Arsha Nagrani , Chen Sun , Karteek Alahari , Cordelia Schmid
WACV 2022 - Winter Conference on Applications of Computer Vision, Jan 2022, Waikoloa, United States. pp.1-10
Communication dans un congrès hal-03420133v1
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KALE Flow: A Relaxed KL Gradient Flow for Probabilities with Disjoint Support

Pierre Glaser , Michael Arbel , Arthur Gretton
NeurIPS 2021 -Thirty-Fifth Annual Conference on Neural Information Processing Systems, Dec 2021, Online, France. pp.1-29
Communication dans un congrès hal-03455473v1

On the Shift Invariance of Max Pooling Feature Maps in Convolutional Neural Networks

Hubert Leterme , Kévin Polisano , Karteek Alahari , Valérie Perrier
Workshop ASCETE 2023 - Workshop pour l'association pour les orthoptéristes et les entomocénoticiens, Sylvain Meignen, Nov 2023, Grenoble, France
Communication dans un congrès hal-04286275v1
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Localizing spatially and temporally objects and actions in videos

Vicky Kalogeiton
Computer Vision and Pattern Recognition [cs.CV]. University of Edinburgh; INRIA Grenoble, 2017. English. ⟨NNT : ⟩
Thèse tel-01674504v1
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Large-Scale Machine Learning and Applications

Julien Mairal
Machine Learning [stat.ML]. UGA - Université Grenoble Alpes, 2017
HDR tel-01629997v1
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Action Tubelet Detector for Spatio-Temporal Action Localization

Vicky Kalogeiton , Philippe Weinzaepfel , Vittorio Ferrari , Cordelia Schmid
ICCV - IEEE International Conference on Computer Vision, Oct 2017, Venice, Italy. pp.4415-4423, ⟨10.1109/ICCV.2017.472⟩
Communication dans un congrès hal-01519812v2
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Motion in action : optical flow estimation and action localization in videos

Philippe Weinzaepfel
Computer Vision and Pattern Recognition [cs.CV]. Université Grenoble Alpes, 2016. English. ⟨NNT : 2016GREAM013⟩
Thèse tel-01407258v1
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Circulant temporal encoding for video retrieval and temporal alignment

Matthijs Douze , Jérôme Revaud , Jakob Verbeek , Hervé Jégou , Cordelia Schmid
International Journal of Computer Vision, 2016, 119 (3), pp.291-306. ⟨10.1007/s11263-015-0875-0⟩
Article dans une revue hal-01162603v2
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ON-TRAC Consortium for End-to-End and Simultaneous Speech Translation Challenge Tasks at IWSLT 2020

Maha Elbayad , Ha Nguyen , Fethi Bougares , Natalia Tomashenko , Antoine Caubrière , et al.
Proceedings of the 17th International Conference on Spoken Language Translation, Jul 2020, Seattle, WA, United States. pp.35-43, ⟨10.18653/v1/2020.iwslt-1.2⟩
Communication dans un congrès hal-02895893v1
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Catalyst Acceleration for Gradient-Based Non-Convex Optimization

Courtney Paquette , Hongzhou Lin , Dmitriy Drusvyatskiy , Julien Mairal , Zaid Harchaoui
2017
Pré-publication, Document de travail hal-01536017v1
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Biological Sequence Modeling with Convolutional Kernel Networks

Dexiong Chen , Laurent Jacob , Julien Mairal
Bioinformatics, 2019, 35 (18), pp.3294-3302. ⟨10.1093/bioinformatics/btz094⟩
Article dans une revue hal-01632912v3
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End-to-End Kernel Learning with Supervised Convolutional Kernel Networks

Julien Mairal
Advances in Neural Information Processing Systems (NIPS), Dec 2016, Barcelona, France. pp.1399-1407
Communication dans un congrès hal-01387399v1
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Link and code: Fast indexing with graphs and compact regression codes

Matthijs Douze , Alexandre Sablayrolles , Hervé Jégou
CVPR 2018 - IEEE Conference on Computer Vision & Pattern Recognition, Jun 2018, Salt Lake City, United States. pp.3646-3654, ⟨10.1109/CVPR.2018.00384⟩
Communication dans un congrès hal-01955971v1
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Multi-region two-stream R-CNN for action detection

Xiaojiang Peng , Cordelia Schmid
ECCV - European Conference on Computer Vision, Oct 2016, Amsterdam, Netherlands. pp.744-759, ⟨10.1007/978-3-319-46493-0_45⟩
Communication dans un congrès hal-01349107v3
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Invariance and Stability of Deep Convolutional Representations

Alberto Bietti , Julien Mairal
NIPS 2017 - 31st Conference on Advances in Neural Information Processing Systems, Dec 2017, Los Angeles, CA, United States. pp.1622-1632
Communication dans un congrès hal-01630265v1
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PoTion: Pose MoTion Representation for Action Recognition

Vasileios Choutas , Philippe Weinzaepfel , Jérôme Revaud , Cordelia Schmid
CVPR 2018 - IEEE Conference on Computer Vision and Pattern Recognition, Jun 2018, Salt Lake City, United States. pp.7024-7033, ⟨10.1109/CVPR.2018.00734⟩
Communication dans un congrès hal-01764222v1
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Expanded Parts Model for Semantic Description of Humans in Still Images

Gaurav Sharma , Frédéric Jurie , Cordelia Schmid
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2017, 39 (1), pp.87-101. ⟨10.1109/TPAMI.2016.2537325⟩
Article dans une revue hal-01199160v1
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LiDARTouch: Monocular metric depth estimation with a few-beam LiDAR

Florent Bartoccioni , Éloi Zablocki , Patrick Pérez , Matthieu Cord , Karteek Alahari
Computer Vision and Image Understanding, 2023, 227, pp.103601. ⟨10.1016/j.cviu.2022.103601⟩
Article dans une revue hal-03508099v2
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Memory-Augmented Reinforcement Learning for Image-Goal Navigation

Lina Mezghani , Sainbayar Sukhbaatar , Thibaut Lavril , Oleksandr Maksymets , Dhruv Batra , et al.
IROS - IEEE/RSJ International Conference on Intelligent Robots and Systems, Oct 2022, Kyoto, Japan
Communication dans un congrès hal-03110875v3
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On the Importance of Visual Context for Data Augmentation in Scene Understanding

Nikita Dvornik , Julien Mairal , Cordelia Schmid
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2019, 43 (6), pp.2014-2028. ⟨10.1109/TPAMI.2019.2961896⟩
Article dans une revue hal-01869784v4

Spreading vectors for similarity search

Alexandre Sablayrolles , Matthijs Douze , Cordelia Schmid , Hervé Jégou
ICLR 2019 - 7th International Conference on Learning Representations, May 2019, New Orleans, United States. pp.1-13
Communication dans un congrès hal-02278905v1
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Joint Future Semantic and Instance Segmentation Prediction

Camille Couprie , Pauline Luc , Jakob Verbeek
ECCV Workshop on Anticipating Human Behavior, Sep 2018, Munich, Germany. pp.154-168, ⟨10.1007/978-3-030-11015-4_14⟩
Communication dans un congrès hal-01867746v1
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A Generic Acceleration Framework for Stochastic Composite Optimization

Andrei Kulunchakov , Julien Mairal
NeurIPS 2019 - Thirty-third Conference Neural Information Processing Systems, Dec 2019, Vancouver, Canada. pp.12556-12567
Communication dans un congrès hal-02139489v3
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Guided Distillation for Semi-Supervised Instance Segmentation

Tariq Berrada , Camille Couprie , Karteek Alahari , Jakob Verbeek
WACV 2024 - IEEE/CVF Winter Conference on Applications of Computer Vision, Jan 2024, Waikola, Hawaii, United States. pp.1-11
Communication dans un congrès hal-04341872v1