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Niantic Labs's Projects

ace icon ace

[CVPR 2023 - Highlight] Accelerated Coordinate Encoding (ACE): Learning to Relocalize in Minutes using RGB and Poses

depth-hints icon depth-hints

[ICCV 2019] Depth Hints are complementary depth suggestions which improve monocular depth estimation algorithms trained from stereo pairs

diffusionerf icon diffusionerf

[CVPR 2023] DiffusioNeRF: Regularizing Neural Radiance Fields with Denoising Diffusion Models

footprints icon footprints

[CVPR 2020] Estimation of the visible and hidden traversable space from a single color image

image-box-overlap icon image-box-overlap

[ECCV 2020] Training neural networks to predict visual overlap of images, through interpretable non-metric box embeddings

manydepth icon manydepth

[CVPR 2021] Self-supervised depth estimation from short sequences

map-free-reloc icon map-free-reloc

[ECCV 2022] Map-free Visual Relocalization: Metric Pose Relative to a Single Image

marepo icon marepo

[CVPR 2024 Highlight] Map-Relative Pose Regression for Visual Re-Localization

metagame-balance icon metagame-balance

[AAMAS 2023] Bilevel Entropy based Mechanism Design for Balancing Meta in Video Games

mickey icon mickey

[CVPR 2024 - Oral] Matching 2D Images in 3D: Metric Relative Pose from Metric Correspondences

modron icon modron

Modron - Cloud security compliance

monodepth2 icon monodepth2

[ICCV 2019] Monocular depth estimation from a single image

rectified-features icon rectified-features

[ECCV 2020] Single image depth prediction allows us to rectify planar surfaces in images and extract view-invariant local features for better feature matching

relpose-gnn icon relpose-gnn

[3DV21] Visual Camera Re-Localization Using Graph Neural Networks and Relative Pose Supervision, M. Türkoǧlu et al.

simplerecon icon simplerecon

[ECCV 2022] SimpleRecon: 3D Reconstruction Without 3D Convolutions

stereo-from-mono icon stereo-from-mono

[ECCV 2020] Learning stereo from single images using monocular depth estimation networks

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