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07/22/2023
Morphology-inspired Unsupervised Gland Segmentation via Selective Semantic Grouping
Designing deep learning algorithms for gland segmentation is crucial for...
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07/14/2023
Knowledge Boosting: Rethinking Medical Contrastive Vision-Language Pre-Training
The foundation models based on pre-training technology have significantl...
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03/03/2023
NovPhy: A Testbed for Physical Reasoning in Open-world Environments
Due to the emergence of AI systems that interact with the physical envir...
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12/28/2022
Don't do it: Safer Reinforcement Learning With Rule-based Guidance
During training, reinforcement learning systems interact with the world ...
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08/03/2022
Quantum Analysis of Continuous Time Stochastic Process
The continuous time stochastic process is a mainstream mathematical inst...
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07/28/2022
Measuring Difficulty of Novelty Reaction
Current AI systems are designed to solve close-world problems with the a...
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05/10/2022
Robust Medical Image Classification from Noisy Labeled Data with Global and Local Representation Guided Co-training
Deep neural networks have achieved remarkable success in a wide variety ...
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08/31/2021
Phy-Q: A Benchmark for Physical Reasoning
Humans are well-versed in reasoning about the behaviors of physical obje...
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06/17/2021
Hi-Phy: A Benchmark for Hierarchical Physical Reasoning
Reasoning about the behaviour of physical objects is a key capability of...
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06/16/2021
The Difficulty of Novelty Detection in Open-World Physical Domains: An Application to Angry Birds
Detecting and responding to novel situations in open-world environments ...
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04/05/2021
Cascaded Robust Learning at Imperfect Labels for Chest X-ray Segmentation
The superior performance of CNN on medical image analysis heavily depend...
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04/05/2021
Global Guidance Network for Breast Lesion Segmentation in Ultrasound Images
Automatic breast lesion segmentation in ultrasound helps to diagnose bre...
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09/05/2019
An Active Learning Approach for Reducing Annotation Cost in Skin Lesion Analysis
Automated skin lesion analysis is very crucial in clinical practice, as ...
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01/23/2019