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07/28/2023
On the Distribution of Probe Traffic Volume Estimated from Their Footprints
Collecting traffic volume data is a vital but costly piece of transporta...
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06/25/2023
Masked conditional variational autoencoders for chromosome straightening
Karyotyping is of importance for detecting chromosomal aberrations in hu...
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06/14/2023
Semi-supervised Cell Recognition under Point Supervision
Cell recognition is a fundamental task in digital histopathology image a...
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05/24/2023
PathAsst: Redefining Pathology through Generative Foundation AI Assistant for Pathology
As advances in large language models (LLMs) and multimodal techniques co...
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03/15/2023
Task-specific Fine-tuning via Variational Information Bottleneck for Weakly-supervised Pathology Whole Slide Image Classification
While Multiple Instance Learning (MIL) has shown promising results in di...
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10/06/2022
Lyapunov Function Consistent Adaptive Network Signal Control with Back Pressure and Reinforcement Learning
This research studies the network traffic signal control problem. It use...
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07/01/2022
ChrSNet: Chromosome Straightening using Self-attention Guided Networks
Karyotyping is an important procedure to assess the possible existence o...
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06/30/2022
Benchmarking the Robustness of Deep Neural Networks to Common Corruptions in Digital Pathology
When designing a diagnostic model for a clinical application, it is cruc...
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04/17/2022
AFSC: Adaptive Fourier Space Compression for Anomaly Detection
Anomaly Detection (AD) on medical images enables a model to recognize an...
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03/29/2022
Harmonizing Pathological and Normal Pixels for Pseudo-healthy Synthesis
Synthesizing a subject-specific pathology-free image from a pathological...
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01/17/2022
Patterns of near-crash events in a naturalistic driving dataset: applying rules mining
This study aims to explore the associations between near-crash events an...
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03/16/2021
Consistent Posterior Distributions under Vessel-Mixing: A Regularization for Cross-Domain Retinal Artery/Vein Classification
Retinal artery/vein (A/V) classification is a critical technique for dia...
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03/16/2021