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3D U-Net: Learning Dense Volumetric Segmentation from Sparse Annotation
International Conference on Medical Image Computing and Computer-Assisted Intervention, 2016This 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 SystemsGenerative 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 RecognitionWe 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 RepresentationsLeveraging 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, 2023Shuo Feng +6 more
semanticscholar +1 more source
Fast charging of energy-dense lithium-ion batteries
Nature, 2022Chaoyang Wang +7 more
semanticscholar +1 more source
État des lieux de la recherche sur le multiculturalisme canadien
Etudes Canadiennes Canadian Studies, 2023Françoise Le Jeune
exaly
Le multiculturalisme à la lumière de la sociologie de Raymond Boudon
Revue Européenne Des Sciences Sociales, 2019Simon Langlois
exaly

