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06/15/2023
PaReprop: Fast Parallelized Reversible Backpropagation
The growing size of datasets and deep learning models has made faster an...
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06/14/2023
TryOnDiffusion: A Tale of Two UNets
Given two images depicting a person and a garment worn by another person...
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07/30/2020
SimPose: Effectively Learning DensePose and Surface Normals of People from Simulated Data
With a proliferation of generic domain-adaptation approaches, we report ...
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06/29/2020
The Many Faces of Robustness: A Critical Analysis of Out-of-Distribution Generalization
We introduce three new robustness benchmarks consisting of naturally occ...
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06/17/2020
BlazePose: On-device Real-time Body Pose tracking
We present BlazePose, a lightweight convolutional neural network archite...
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03/07/2019
Meta-Dataset: A Dataset of Datasets for Learning to Learn from Few Examples
Few-shot classification refers to learning a classifier for new classes ...
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03/22/2018
PersonLab: Person Pose Estimation and Instance Segmentation with a Bottom-Up, Part-Based, Geometric Embedding Model
We present a box-free bottom-up approach for the tasks of pose estimatio...
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01/06/2017