Gilles Puy
14 papers · 2016–2024 · 5 conferences · across top CS/AI conferences
Achievements
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๐ Interdisciplinary Bridge ๐ Conference Polyglot (5) ๐ Academic Marathon (8) ๐ Renaissance Researcher (5) ๐บ๏ธ Taxonomy Completionist (28)
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Hot Topic Early Bird
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Conference Polyglot
(5)
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Academic Marathon
(8)
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Topic Evolution
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Century Club
(14)
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Prolific Year
(6)
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Unstoppable
(6)
๐๏ธ
Keyword Collector
(52)
Conferences
CVPR (7)
ICCV (3)
ECCV (2)
ICLR (1)
ICML (1)
Top co-authors
Keywords
self-supervised learning
(4)
autonomous driving
(4)
3d semantic segmentation
(3)
point cloud
(3)
semantic segmentation
(3)
representation learning
(2)
knowledge distillation
(2)
3d vision
(2)
unsupervised learning
(2)
point cloud registration
(1)
vision transformer
(1)
object detection
(1)
computer vision
(1)
domain adaptation
(1)
contrastive learning
(1)
spectral clustering
(1)
feature matching
(1)
image generation
(1)
instance segmentation
(1)
image classification
(1)
Papers
Three Pillars Improving Vision Foundation Model Distillation for Lidar
CVPR 2024
Train Till You Drop: Towards Stable and Robust Source-free Unsupervised 3D Domain Adaptation
ECCV 2024
Unsupervised Object Localization: Observing the Background To Discover Objects
CVPR 2023
RangeViT: Towards Vision Transformers for 3D Semantic Segmentation in Autonomous Driving
CVPR 2023
You Never Get a Second Chance To Make a Good First Impression: Seeding Active Learning for 3D Semantic Segmentation
ICCV 2023
ALSO: Automotive Lidar Self-Supervision by Occupancy Estimation
CVPR 2023
Using a Waffle Iron for Automotive Point Cloud Semantic Segmentation
ICCV 2023
Self-supervised learning with rotation-invariant kernels
ICLR 2023
Image-to-Lidar Self-Supervised Distillation for Autonomous Driving Data
CVPR 2022
OBoW: Online Bag-of-Visual-Words Generation for Self-Supervised Learning
CVPR 2021
PCAM: Product of Cross-Attention Matrices for Rigid Registration of Point Clouds
ICCV 2021
FLOT: Scene Flow on Point Clouds guided by Optimal Transport
ECCV 2020
A Flexible Convolutional Solver for Fast Style Transfers
CVPR 2019
Compressive Spectral Clustering
ICML 2016