Search Results for author: Peter He

Found 4 papers, 0 papers with code

Do Androids Dream of Electric Fences? Safety-Aware Reinforcement Learning with Latent Shielding

no code implementations21 Dec 2021 Peter He, Borja G. Leon, Francesco Belardinelli

The growing trend of fledgling reinforcement learning systems making their way into real-world applications has been accompanied by growing concerns for their safety and robustness.

reinforcement-learning Reinforcement Learning (RL)

Semantic Video Segmentation for Intracytoplasmic Sperm Injection Procedures

no code implementations4 Jan 2021 Peter He, Raksha Jain, Jérôme Chambost, Céline Jacques, Cristina Hickman

We further analyze the variation between the dataset's human annotators and find the model's performance to be comparable to human experts.

Video Segmentation Video Semantic Segmentation

Unsupervised Representations of Pollen in Bright-Field Microscopy

no code implementations5 Aug 2019 Peter He, Gerard Glowacki, Alexis Gkantiragas

We present the first unsupervised deep learning method for pollen analysis using bright-field microscopy.

Clustering

Honey Authentication with Machine Learning Augmented Bright-Field Microscopy

no code implementations28 Dec 2018 Peter He, Alexis Gkantiragas, Gerard Glowacki

Honey has been collected and used by humankind as both a food and medicine for thousands of years.

BIG-bench Machine Learning

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