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05/19/2023
Productive Crop Field Detection: A New Dataset and Deep Learning Benchmark Results
In precision agriculture, detecting productive crop fields is an essenti...
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12/01/2021
CLAWS: Contrastive Learning with hard Attention and Weak Supervision
Learning effective visual representations without human supervision is a...
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09/26/2021
Cluster Analysis with Deep Embeddings and Contrastive Learning
Unsupervised disentangled representation learning is a long-standing pro...
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03/05/2020
Generalizable semi-supervised learning method to estimate mass from sparsely annotated images
Mass flow estimation is of great importance to several industries, and i...
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01/06/2020
Granular Learning with Deep Generative Models using Highly Contaminated Data
An approach to utilize recent advances in deep generative models for ano...
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11/12/2019
Deep Generative Models Strike Back! Improving Understanding and Evaluation in Light of Unmet Expectations for OoD Data
Advances in deep generative and density models have shown impressive cap...
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08/05/2019
