d-novotny.github.io - David Novotny

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I work as a Research Scientist at Facebook AI Research London . Previously I was a DPhil student at the Visual Geometry Group , University of Oxford funded by Naver Labs Europe . My supervisors were Diane Larlus (Naver Labs Europe) and Andrea Vedaldi (University of Oxford).

My research focuses on discovering and representing the semantic and geometric structure of object categories from images or videos.

Reizenstein, J. and Shapovalov, R. and Henzler, P. and Sbordone, L. and Labatut, P. and Novotny, D. Common Objects in 3D: Large-Scale Learning and Evaluation of Real-life 3D Category Reconstruction ICCV 2021, oral presentation, Best Paper Honorable Mention &nbsp pdf &nbsp code &nbsp dataset &nbsp project page &nbsp talk Henzler, P. and Reizenstein, J. and Labatut, P. and Shapovalov, R. and Ritschel, T. and Vedaldi, A. and Novotny, D. Unsupervised Learning of 3D Object Categories from Videos in the Wild CVPR

Links to d-novotny.github.io (13)

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• jytime.github.io Jianyuan Wang
• ngr-co3d.github.io NGR-CO3D@ECCV 2022
• replay-dataset.github.io Replay: Multi-modal Multi-view Acted Videos for Casual Holography
• unsup3d.github.io Unsup3D@ICCV 2021
• vggsfm.github.io VGGSfM: Visual Geometry Grounded Deep Structure From Motion
• real-time-humans.github.io Real-time volumetric rendering of dynamic humans
• posediffusion.github.io PoseDiffusion: Solving Pose Estimation via Diffusion-aided Bundle Adjustment
• caoang327.github.io Ang Cao