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09/28/2021
Warp-Refine Propagation: Semi-Supervised Auto-labeling via Cycle-consistency
Deep learning models for semantic segmentation rely on expensive, large-...
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06/08/2021
Hierarchical Lovász Embeddings for Proposal-free Panoptic Segmentation
Panoptic segmentation brings together two separate tasks: instance and s...
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10/25/2019
Team PFDet's Methods for Open Images Challenge 2019
We present the instance segmentation and the object detection method use...
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11/27/2018
Sampling Techniques for Large-Scale Object Detection from Sparsely Annotated Objects
Efficient and reliable methods for training of object detectors are in h...
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09/04/2018
PFDet: 2nd Place Solution to Open Images Challenge 2018 Object Detection Track
We present a large-scale object detection system by team PFDet. Our syst...
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11/16/2017
Superpixel clustering with deep features for unsupervised road segmentation
Vision-based autonomous driving requires classifying each pixel as corre...
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09/29/2016
