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08/31/2023
FACET: Fairness in Computer Vision Evaluation Benchmark
Computer vision models have known performance disparities across attribu...
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04/05/2023
Segment Anything
We introduce the Segment Anything (SA) project: a new task, model, and d...
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07/21/2022
Omni3D: A Large Benchmark and Model for 3D Object Detection in the Wild
Recognizing scenes and objects in 3D from a single image is a longstandi...
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06/14/2022
Learning 3D Object Shape and Layout without 3D Supervision
A 3D scene consists of a set of objects, each with a shape and a layout ...
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01/20/2022
Omnivore: A Single Model for Many Visual Modalities
Prior work has studied different visual modalities in isolation and deve...
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12/02/2021
Recognizing Scenes from Novel Viewpoints
Humans can perceive scenes in 3D from a handful of 2D views. For AI agen...
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11/18/2021
PyTorchVideo: A Deep Learning Library for Video Understanding
We introduce PyTorchVideo, an open-source deep-learning library that pro...
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12/17/2020
Worldsheet: Wrapping the World in a 3D Sheet for View Synthesis from a Single Image
We present Worldsheet, a method for novel view synthesis using just a si...
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07/16/2020
Accelerating 3D Deep Learning with PyTorch3D
Deep learning has significantly improved 2D image recognition. Extending...
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09/05/2019