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03/23/2022
DynamicEarthNet: Daily Multi-Spectral Satellite Dataset for Semantic Change Segmentation
Earth observation is a fundamental tool for monitoring the evolution of ...
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06/17/2021
DeepLab2: A TensorFlow Library for Deep Labeling
DeepLab2 is a TensorFlow library for deep labeling, aiming to provide a ...
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02/24/2021
4D Panoptic LiDAR Segmentation
Temporal semantic scene understanding is critical for self-driving cars ...
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02/23/2021
STEP: Segmenting and Tracking Every Pixel
In this paper, we tackle video panoptic segmentation, a task that requir...
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11/27/2020
Black Loans Matter: Distributionally Robust Fairness for Fighting Subgroup Discrimination
Algorithmic fairness in lending today relies on group fairness metrics f...
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11/02/2019
Single-Shot Panoptic Segmentation
We present a novel end-to-end single-shot method that segments countable...
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07/31/2019
Anti-Money Laundering in Bitcoin: Experimenting with Graph Convolutional Networks for Financial Forensics
Anti-money laundering (AML) regulations play a critical role in safeguar...
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06/07/2019
Visual Person Understanding through Multi-Task and Multi-Dataset Learning
We address the problem of learning a single model for person re-identifi...
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01/26/2019
4D Generic Video Object Proposals
Many high-level video understanding methods require input in the form of...
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11/30/2018