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03/26/2023
VisDA 2022 Challenge: Domain Adaptation for Industrial Waste Sorting
Label-efficient and reliable semantic segmentation is essential for many...
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02/10/2023
MaskSketch: Unpaired Structure-guided Masked Image Generation
Recent conditional image generation methods produce images of remarkable...
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11/26/2021
Disentangled Unsupervised Image Translation via Restricted Information Flow
Unsupervised image-to-image translation methods aim to map images from o...
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07/23/2021
VisDA-2021 Competition Universal Domain Adaptation to Improve Performance on Out-of-Distribution Data
Progress in machine learning is typically measured by training and testi...
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07/23/2021
Compositional Models: Multi-Task Learning and Knowledge Transfer with Modular Networks
Conditional computation and modular networks have been recently proposed...
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06/04/2021
ZeroWaste Dataset: Towards Automated Waste Recycling
Less than 35 leads to increased soil and sea pollution and is one of the...
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03/29/2021
Evaluation of Correctness in Unsupervised Many-to-Many Image Translation
Given an input image from a source domain and a "guidance" image from a ...
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08/05/2019
Adversarial Self-Defense for Cycle-Consistent GANs
The goal of unsupervised image-to-image translation is to map images fro...
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06/10/2018