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3D U-Net: Learning Dense Volumetric Segmentation from Sparse Annotation

International Conference on Medical Image Computing and Computer-Assisted Intervention, 2016
This paper introduces a network for volumetric segmentation that learns from sparsely annotated volumetric images. We outline two attractive use cases of this method: (1) In a semi-automated setup, the user annotates some slices in the volume to be ...
Özgün Çiçek   +4 more
semanticscholar   +1 more source

Sparse Meets Dense: Unified Generative Recommendations with Cascaded Sparse-Dense Representations

Neural Information Processing Systems
Generative models have recently gained attention in recommendation systems by directly predicting item identifiers from user interaction sequences. However, existing methods suffer from significant information loss due to the separation of stages such as
Yuhao Yang   +10 more
semanticscholar   +1 more source

MASt3R-SLAM: Real-Time Dense SLAM with 3D Reconstruction Priors

Computer Vision and Pattern Recognition
We present a real-time monocular dense SLAM system designed bottom-up from MASt3R, a two-view 3D reconstruction and matching prior. Equipped with this strong prior, our system is robust on in-the-wild video sequences despite making no assumption on a ...
Riku Murai   +2 more
semanticscholar   +1 more source

Lotus: Diffusion-based Visual Foundation Model for High-quality Dense Prediction

International Conference on Learning Representations
Leveraging the visual priors of pre-trained text-to-image diffusion models offers a promising solution to enhance zero-shot generalization in dense prediction tasks.
Jing He   +8 more
semanticscholar   +1 more source

Dense reinforcement learning for safety validation of autonomous vehicles

Nature, 2023
Shuo Feng   +6 more
semanticscholar   +1 more source

Fast charging of energy-dense lithium-ion batteries

Nature, 2022
Chaoyang Wang   +7 more
semanticscholar   +1 more source

État des lieux de la recherche sur le multiculturalisme canadien

Etudes Canadiennes Canadian Studies, 2023
Françoise Le Jeune
exaly  

Le multiculturalisme à la lumière de la sociologie de Raymond Boudon

Revue Européenne Des Sciences Sociales, 2019
Simon Langlois
exaly  

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